Published and Accepted

B. S. Manjunath and R.Chellappa,
“Stochastic learning networks for texture segmentation”,
22nd Asilomar Conference on Signals and Systems, pp. 511-516, Pacific Grove, CA, Nov. 1988.
B. S. Manjunath, T. Simchony and R. Chellappa,
“Stochastic and deterministic networks for texture segmentation”,
IEEE Transactions on Acoustics, Speech and Signal Processing, vol. 38, no. 6, pp. 1039-49, Jun. 1990.
B. S. Manjunath and R. Chellappa,
“Unsupervised Texture Segmentation Using Random Field Models”,
IEEE Transactions Pattern Analysis Machine Intelligence (PAMI), vol. 13, no. 5, pp. 478-483, May. 1991.
B. S. Manjunath and R. Chellappa,
“A Computational model for Boundary Perception”,
IEEE Conference on Computer Vision and Pattern Recognition, pp. 358-363, Hawaii, Jun. 1991.
Qinfen Zheng, R. Chellappa and B. S. Manjunath,
“Balloon motion estimation using two frames”,
25th Asilomar Conference on Signals, Systems and Computers, pp. 1057-1061, San Jose, CA, Oct. 1991.
B. S. Manjunath, R. Chellappa and C. von der Malsburg,
“A feature based approach to face recognition”,
IEEE Conference on Computer Vision and Pattern Recognition, pp. 373-378, Champaign, IL, Jun. 1992.
B. S. Manjunath and W.Y. Ma,
“Texture features for browsing and retrieval of image data”,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI - Special issue on Digital Libraries), vol. 18, no. 8, pp. 837-42, Aug. 1996.
B. S. Manjunath,
“Introduction to MPEG-7, Multimedia Content Description Interface”,
John Wiley and Sons, Ltd., B. S. Manjunath, P. Salembier and T. Sikora, Jun. 2002.
Lakshmnanan Nataraj, Dhilung Kirat, B.S. Manjunath and Giovanni Vigna,
“SARVAM: Search And RetrieVAl of Malware”,
Annual Computer Security Applications Conference (ACSAC) Workshop on Next Generation Malware Attacks and Defense (NGMAD), New Orleans, Dec. 2013.
B. S. Manjunath, Chandra Shekhar, R. Chellappa and C. von der Malsburg,
“A Robust method for detecting image features with applications to face recognition and motion correspondence”,
11th IAPR International Conference on Pattern Recognition, pp. 208-212, The Hague, Netherlands, Aug. 1992.
H. Li, B. S. Manjunath and S. K. Mitra,
“Contour based multisensor image registration”,
26th Asilomar Conference on Signals, Systems and Computers, pp. 182-186, Pacific Grove, CA, Oct. 1992.
B. S. Manjunath,
“Gabor wavelet transform and application to problems in computer vision”,
26th Asilomar Conference on Signals, Systems and Computers, pp. 796-800, Pacific Grove, CA, Oct. 1992.
B. S. Manjunath and R. Chellappa,
“A Unified approach to boundary perception: edges, textures and illusory contours”,
IEEE Trans. Neural Networks, vol. 4, no. 1, pp. 96-108, Jan. 1993.
H. Li, B. S. Manjunath and S. K. Mitra,
“Optical-to-SAR image registration using the active contour approach”,
27th Asilomar Conference on Signals, Systems and Computers, pp. 568-572, Pacific Grove, CA, Nov. 1993.
H. Li, B. S. Manjunath and S. K. Mitra,
“Registration of 3D multimodality medical images by curve matching”,
IEEE Conference on Medical Imaging, pp. 1744-1748, San Francisco, Nov. 1993.
C. Tsai, B. S. Manjunath and J.Crues,
“A Model based approach to detecting spinal disk degenerations from MRI data”,
IEEE Conference on Medical Imaging, pp. 1307-1311, San Francisco, CA, Nov. 1993.
B. S. Manjunath and W. Y. Ma,
“Information Retrieval in Image Databases”,
ISMM International conference on Multimedia Systems and Applications, pp. 6-9, Honolulu, Hawaii, Aug. 1994.
W. Y. Ma and B. S. Manjunath,
“Pattern Retrieval in Image Databases Based on Adaptive Signal Decomposition”,
28th Asilomar Conference on Signals, Systems and Computers, pp. 1351-1355, Pacific Grove, CA, Nov. 1994.
H. Li, B. S. Manjunath and S. K. Mitra,
“Multisensor Image Fusion Using the Wavelet Transform”,
first international conference on image processing (ICIP'94), vol. 1, pp. 51-55, Austin, Texas, Nov. 1994.
W. Y. Ma and B. S. Manjunath,
“A comparison of wavelet transform features for texture image annotation”,
Second International Conference on Image Processing (ICIP'95), vol. 2, pp. 256-259, Washington, D.C., Nov. 1995.
W. Y. Ma and B. S. Manjunath,
“Image indexing using a texture dictionary”,
SPIE conference on Image Storage and Archiving System, vol. 2606, pp. 288-298, Philadelphia, Pennsylvania, Oct. 1995.
N. Strobel, S. K. Mitra and B. S. Manjunath,
“An approach to efficient storage retrieval and browsing of large scale image databases”,
SPIE conference on Image Storage and Archiving System, vol. 2606, pp. 324-335, Philadelphia, Pennsylvania, Oct. 1995.
Hui Li, B. S. Manjunath and Sanjit K. Mitra,
“A contour-based approach to multisensor image registration”,
IEEE Transactions on Image Processing, vol. 4, no. 3, pp. 320-334, Mar. 1995.
G. M. Haley and B. S. Manjunath,
“Rotation invariant texture classification using modified Gabor filters”,
Second IEEE international conference on image processing (ICIP'95), vol. 1, pp. 262-265, Washington, D.C., Nov. 1995.
C. Tsai, B. S. Manjunath and R. Jagadeesan,
“Automated segmentation of brain MR images”,
Pattern Recognition, pp. 1825-37, Dec. 1995.
D. Andresen, L. Carver, R. Dolin, C. Fischer, J. Frew, M. Goodchild, O. Ibarra, R. Kothuri, M. Larsgaard, B. Manjunath, D. Nebert, J. Simpson, T. Smith, T. Yang and Q. Zheng,
“The WWW prototype of the Alexandria digital library”,
International Symposium on Digital Libraries, pp. 17-27, Tsukuba, Ibaraki, Japan, Aug. 1995.
S. Chandrasekaran, B. S.Manjunath, Y.F.Wang, J.Winkeler and H.Zhang,
“An eigenspace update algorithm for image analysis”,
Graphical Models and Image Processing, vol. 59, no. 5, pp. 321-332, Academic Press, Sep. 1997.
A. D. Alexandrov, W. Y. Ma, A. El Abbadi and B. S. Manjunath,
“Adaptive filtering and indexing for image databases”,
SPIE Conference on Storage and Retrieval for Image and Video Databases, vol. 2420, pp. 12-23, San Jose, CA, Feb. 1995.
W. Y. Ma and B. S. Manjunath,
“Texture-based pattern retrieval from image databases”,
Multimedia Tools and Applications, vol. 2, no. 1, pp. 35-52, Jan. 1996.
W. Y. Ma and B. S. Manjunath,
“Texture features and learning similarity”,
IEEE International Conference on Computer Vision and Pattern Recognition, pp. 425-430, San Francisco, CA, Jun. 1996.
T. Smith, D. Andresen, L. Carver, R. Dolin, C. Fischer, J. Frew, M. Goodchild, O. Ibarra, R. Kemp, R. Kothuri, M. Larsgaard, B.S. Manjunath, D. Nebert, J. Simpson, A. Wells, T. Yang and Q. Zheng,
“A Digital library for geographically referenced materials”,
IEEE Computer, pp. 54-60, May. 1996.
L. M. G. Fonseca and B. S. Manjunath,
“Registration Techniques for Multisensor Remotely Sensed Imagery”,
Journal of Photogrammetry Engineering and Remote Sensing, vol. 62, no. 9, pp. 1049-1056, Sep. 1996.
G. Hewer, C. Kenney and B. S. Manjunath,
“Image segmentation via functionals based on boundary functions”,
IEEE Third international conference on Image processing (ICIP'96), vol. 1, pp. 813-816, Lausanne, Switzerland, Sep. 1996.
B. S. Manjunath, C. Shekhar and R. Chellappa,
“A new approach to image feature detection with applications”,
Pattern Recognition, vol. 29, no. 4, pp. 627-640, Apr. 1996.
B. S. Manjunath and W. Y. Ma,
“Browsing large satellite and aerial photographs”,
IEEE Third International conference on image processing (ICIP'96), vol. 2, pp. 765-768, Lausanne, Switzerland, Sep. 1996.
Y. Deng and B. S. Manjunath,
“Content-based search of video using color texture and motion”,
IEEE International Conference on Image Processing, vol. 2, pp. 534-537, Santa Barbara, California, Oct. 1997.
W. Y. Ma and B. S. Manjunath,
“NeTra: a toolbox for navigating large image databases”,
Multimedia Systems, vol. 7, no. 3, pp. 184-198, Springer-Verlag, Berlin, Germany, May. 1999.
W. Y. Ma, Y. Deng and B. S.Manjunath,
“Tools for texture/color based search of images”,
SPIE Conference on Human Vision and Electronic Imaging II, vol. 3106, pp. 496-507, San Jose, CA, Feb. 1997.
W. Y. Ma and B. S. Manjunath,
“Edge flow: a framework for boundary detection and image segmentation”,
IEEE International Conference on Computer Vision and Pattern Recognition (CVPR), pp. 744-749, San Juan, Puerto Rico, Jun. 1997.
N. Strobel, S. K. Mitra and B. S. Manjunath,
“Model-based detection and correction of corrupted wavelet coefficients”,
IEEE International Conference on Image Processing, vol. 1, pp. 925-928, Santa Barbara, CA, USA, Oct. 1997.
N. Strobel, S. K. Mitra and B. S. Manjunath,
“Progressive Resolution Transmission and Lossless Compression of Color Images for Digital Image Libraries”,
13th International Conference on Digital Signal Processing, vol. 1, pp. 435-438, Santorini, Greece, Jul. 1997.
M. Beatty and B. S. Manjunath,
“Dimensionality reduction using multidimensional scaling for image search”,
IEEE International Conference on Image Processing, vol. 2, pp. 835-838, Santa Barbara, California, Oct. 1997.
L. M. G. Fonseca, M. H. M. Costa, B. S. Manjunath and C. Kenney,
“Automatic registration of satellite imagery”,
NASA Image Registration Workshop, pp. 13-27, Greenbelt, MD, Nov. 1997.
J. F. Winkeler and B. S.Manjunath,
“Genetic programming for object detection”,
Genetic Programming 1997 Conference, pp. 330-335, Stanford, CA, USA, Jul. 1997.
Y. Deng and B. S. Manjunath,
“Spatio-temporal relationships and video object extraction”,
32nd Asilomar Conference on Signals, Systems and Computers, vol. 1, pp. 895-899, Pacific Grove, CA, Nov. 1998.
Y. Deng and B. S. Manjunath,
“Netra-V: toward an object-based video representation”,
IEEE Transactions on Circuits and Systems for Video Technology (Special issue on Emerging Interactive Multimedia Services), vol. 8, no. 5, pp. 616-27, Sep. 1998.
Y. Deng, D. Mukherjee and B. S. Manjunath,
“Netra-V: Towards an object based video representation”,
SPIE: Storage and Retrieval for Image and Video Databases, vol. 3312, pp. 202-213, San Jose, CA, Jan. 1998.
Wei-Ying Ma and B. S. Manjunath,
“A texture thesaurus for browsing large aerial photographs”,
Journal of the American Society for Information Science, vol. 49, no. 7, pp. 633-48, Wiley for ASIS, May. 1998.
N. Strobel, S. K. Mitra and B. S. Manjunath,
“Reversible wavelet and spectral transforms for lossless compression of color images”,
IEEE Intl. Conference on Image Processing (ICIP'98), vol. 3, pp. 896-900, Chicago, IL, Oct. 1998.
J. J. Chae, D. Mukherjee and B. S. Manjunath,
“Color image embedding using multidimensional lattice structures”,
IEEE Intl. Conference on Image Processing (ICIP'98), vol. 1, pp. 460-464, Chicago, IL, Oct. 1998.
J.J. Chae and B. S. Manjunath,
“A Robust Embedded Data from Wavelet Coefficients”,
SPIE: Storage and Retrieval for Image and Video Databases VI, vol. 3312, pp. 308-317, San Jose, CA, Jan. 1998.
J. J. Chae, D. Mukherjee and B. S. Manjunath,
“A Robust data hiding technique using multidimensional lattices”,
IEEE Conference on Advances in Digital Libraries (ADL'98), pp. 319-326, Santa Barbara, CA, Apr. 1998.
J. F. Winkeler and B. S. Manjunath,
“Incremental Evolution in Genetic Programming”,
Third Annual Conference on Genetic Programming, pp. 403-411, Jul. 1998.
G. A. Hewer, C. Kenney and B. S.Manjunath,
“Variational image segmentation using boundary functions”,
IEEE Transactions on Image Processing, vol. 7, no. 9, pp. 1269-1282, Sep. 1998.
B. S. Manjunath,
“Image processing in the Alexandria Digital Library project”,
IEEE Conference on Advances in Digital Libraries (ADL'98), pp. 180-187, Santa Barbara, CA, Apr. 1998.
B. S. Manjunath and Y. Deng,
“Issue for image/video digital libraries”,
IEEE International Symposium on Circuits and Systems (ISCAS'98), vol. 3, pp. 595-598, Monterey, CA, Jun. 1998.
Y. Deng and B. S.Manjunath,
“An efficient low-dimensional color indexing scheme for region based image retrieval”,
IEEE Intl. Conference on Acoustics, Speech and Signal Processing (ICASSP-99), vol. 6, pp. 3017-3020, Phoenix, Arizona, Mar. 1999.
Y. Deng, B. S.Manjunath and H.Shin,
“Color image segmentation”,
IEEE Computer Society Conference on Computer Vision and Pattern Recognition CVPR'99, vol. 2, pp. 446-51, Fort Collins, CO, Jun. 1999.
Y. Deng, S.Kenney, M.S.Moore and B. S.Manjunath,
“Peer group filtering and perceptual color image quantization”,
IEEE International Symposium on Circuits and Systems VLSI (ISCAS'99), vol. 4, pp. 21-24, Orlando, FL, Jun. 1999.
P. Wu, B. S. Manjunath, S.D. Newsam and H.D.Shin,
“A Texture Descriptor for Image Retrieval and Browsing”,
IEEE Workshop on Content Based Access to Image and Video Libraries, pp. 3-7, Fort Collins, CO, USA, Jun. 1999.
J. Winkeler, B. S. Manjunath and S.Chandrasekaran,
“Subset selection for active object recognition”,
IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 511-516, Fort Collins, CO, USA, Jun. 1999.
J. J. Chae and B. S. Manjunath,
“Data hiding in Video”,
6th IEEE International Conference on Image Processing (ICIP'99), vol. 1, pp. 311-315 , Kobe, Japan, Oct. 1999.
J. J. Chae and B. S. Manjunath,
“A technique for image data hiding and reconstruction without host image”,
SPIE Security and Watermarking of Multimedia Contents, vol. 3657, pp. 386-96, San Jose, CA, USA, Jan. 1999.
G. M. Haley and B. S. Manjunath,
“Rotation-invariant texture classification using a complete space-frequency model”,
IEEE Transactions on Image Processing, vol. 8, no. 2, pp. 255-269, Feb. 1999.
W. Y. Ma and B. S. Manjunath,
“EdgeFlow: A technique for boundary detection and segmentation”,
IEEE Transactions on Image Processing, vol. 9, no. 8, pp. 1375-1388, Aug. 2000.
S. Newsam, S. Bhagavathy, L. Fonseca, C. Kenney and B. S. Manjunath,
“Object based representations of spatial images”,
Acta Astronautica, vol. 48, no. 5-12, pp. 567-577, Rio de Janeiro, Brazil, Jun. 2001.
P. Wu, B. S. Manjunath, and H. D. Shin,
“Dimensionality Reduction for Image Retrieval”,
IEEE International Conference on Image Processing (ICIP 2000), vol. 3, pp. 726-729, Vancouver, Canada, Sep. 2000.
D. Mukherjee, J. J. Chae, S. K. Mitra, and B. S. Manjunath,
“A source and channel-coding framework for vector-based data hiding in video”,
IEEE Trans. On Circuits and systems for video technology, vol. 10, no. 4, pp. 630-645, Jun. 2000.
P. Wu, B.S. Manjunath, S. Newsam and H. Shin,
“A texture descriptor for browsing and similarity retrieval”,
Journal of Signal Processing: Image Communication, vol. 16, no. 1-2, pp. 33-43, Sep. 2000.
B. S. Manjunath, T. Huang, A. M. Tekalp, and H. J. Zhang ,
“Introduction to the special issue on image and video processing for digital libraries”,
IEEE Transactions on Image Processing, vol. 9, no. 1, pp. 1-2, Jan. 2000.
Y. Deng, B. S. Manjunath, C. Kenney, M. S. Moore, H. Shin,
“An efficient color representation for image retrieval”,
IEEE Transactions on Image Processing, vol. 10, no. 1, pp. 140-147, Jan. 2001.
Y. Deng, and B. S.Manjunath,
“Unsupervised segmentation of color-texture regions in images and video”,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI '01), vol. 23, no. 8, pp. 800-810, Aug. 2001.
X. Sun, A. Divakaran, B. S. Manjunath,
“A Motion Activity Descriptor and Its Extraction in Compressed Domain”,
IEEE Pacific-Rim Conference on Multimedia (PCM '01), pp. 450-457, Beijing, China, Oct. 2001.
S. Newsam, B. Sumengen, and B. S. Manjunath,
“Category-Based Image Retrieval”,
IEEE International Conference on Image Processing (ICIP 2001), pp. 596-599, Thessalonica, Greece, Oct. 2001.
X. Sun, J. Foote, D. Kimber, and B. S. Manjunath,
“Panoramic Video Capturing and Compressed Domain Virtual Camera Control”,
ACM International Multimedia Conference (MM '01), pp. 329-347, Ottawa, Canada, Oct. 2001.
P. Wu, B. S. Manjunath, and S. Chandrasekaran,
“An Adaptive Index Structure for High-Dimensional Similarity Search”,
IEEE Pacific-Rim Conference on Multimedia, Advances in Multimedia Information (PCM '01), pp. 71-77, Beijing, China, Oct. 2001.
P. Wu, B. S. Manjunath,
“Adaptive Nearest Neighbor Search for Relevance Feedback in Large Image Datasets”,
IEEE International Conference on Image Processing (ICIP 2001), Special Session on Multimedia Indexing, Browsing and Retrieval, pp. 87-98, Thessalonica, Greece, Oct. 2001.
C. Kenney, Y. Deng, B. S. Manjunath, G. Hewer,
“Peer group image enhancement”,
IEEE Transactions on Image Processing, vol. 10, no. 2, pp. 326-334, Feb. 2001.
B. S. Manjunath, J. R. Ohm, V. V. Vinod, and A. Yamada,
“Color and Texture descriptors”,
IEEE Trans. Circuits and Systems for Video Technology, Special Issue on MPEG-7, vol. 11, no. 6, pp. 703-715, Jun. 2001.
B. Sumengen, B. S. Manjunath, C. Kenney,
“Image Segmentation using Curve Evolution”,
Asilomar Conference on Signals, Systems and Computers, vol. 2, pp. 1141-1145, Monterey, CA, Nov. 2001.
X. Sun, C.-W. Chen, and B. S. Manjunath,
“Probabilistic Motion Parameter Models for Human Activity Recognition”,
IEEE International Conference on Pattern Recognition (ICPR) 2002, vol. 1, pp. 443-446, Québec City, Canada, Aug. 2002.
X. Sun, D. Kimber, J. Foote, and B. S. Manjunath,
“Detecting Path Intersections in Panoramic Video”,
IEEE International Conference on Multimedia and Expo (ICME), vol. 2, pp. 529-532, Lausanne, Switzerland, Aug. 2002.
X. Sun, B. S. Manjunath, and A. Divakaran,
“Representation of motion activity in hierarchical levels for video indexing and filtering”,
IEEE International Conference on Image Processing (ICIP), vol. 1, pp. 149-152, Rochester, NY, USA, Sep. 2002.
X. Sun, and B. S. Manjunath,
“Panoramic Capturing and Recognition of Human activity”,
IEEE International Conference on Image Processing (ICIP), vol. 2, pp. 813-816, Rochester, NY, USA, Sep. 2002.
S. Bhagavathy, S. Newsam, and B. S. Manjunath,
“Modeling Object Classes in Aerial Images Using Texture Motifs”,
IEEE International Conference on Pattern Recognition (ICPR), vol. 2, pp. 981-984, Québec City, Aug. 2002.
S. Newsam, S. Bhagavathy, and B. S. Manjunath,
“Modeling Object Classes in Aerial Images Using Hidden Markov Models”,
International Conference on Image Processing (ICIP), vol. 1, pp. 860-863, Rochester, NY, USA, Sep. 2002.
N. Jacobsen, K. Solanki, U. Madhow, B. S. Manjunath and S. Chandrasekaran,
“Image-adaptive hidgh-volume data hiding based on scalar quantization”,
IEEE Military Communications Conference (MILCOM), vol. 1, pp. 411-415, Anaheim, CA, USA, Oct. 2002.
K. Solanki, N. Jacobsen, S. Chandrasekaran, U. Madhow, and B. S. Manjunath,
“High-volume data hiding in images: Introducing perceptual criteria into quantization based embedding”,
ICASSP, vol. 4, pp. 3485-3488, May. 2002.
J. Tešic, S. Newsam, and B. S. Manjunath,
“Scalable Spatial Event Representation”,
IEEE International Conference on Multimedia and Expo (ICME), vol. 2, pp. 229-232, Lausanne, Switzerland, Aug. 2002.
B. Sumengen, B. S. Manjunath, C. Kenney,
“Image Segmentation using Curve Evolution and Region Stability”,
IEEE International Conference on Pattern Recognition (ICPR) 2002, Québec City, Canada, Aug. 2002.
B. Sumengen, B. S. Manjunath, C. Kenney,
“Image Segmentation using Curve Evolution and Flow Fields”,
IEEE International Conference on Image Processing (ICIP), Rochester, NY, USA, Sep. 2002.
S. Newsam, S. Bhagavathy, and B. S. Manjunath,
“Object Localization Using Texture Motifs and Markov Random Fields”,
IEEE International Conference on Image Processing (ICIP), vol. 2, pp. 1049-1052, Barcelona, Spain, Sep. 2003.
S. Bhagavathy, J. Tešic and B. S. Manjunath,
“On the Rayleigh nature of Gabor filter outputs”,
IEEE International Conference on Image Processing (ICIP), vol. 3, pp. 745-748, Barcelona, Spain, Sep. 2003.
S. Newsam, L. Wang, S. Bhagavathy and B. S. Manjunath,
“Using Texture to Annotate Remote Sensed Datasets”,
3rd International Symposium on Image and Signal Processing and Analysis (ISPA), Rome, Italy, Sep. 2003.
O. Dabeer, K. Sullivan, U. Madhow, S. Chandrasekaran and B.S. Manjunath,
“Detection of Hiding in the Least Significant Bit”,
IEEE Transactions on Signal Processing, Supplement on Secure Media I, vol. 52, no. 10, pp. 3046-3058, Oct. 2004.
M. A. El Saban and B. S. Manjunath,
“Video region segmentation by spatio-temporal watersheds”,
IEEE International Conference on Image Processing (ICIP), vol. 1, pp. 349-352, Barcelona, Spain, Sep. 2003.
Lei Wang and B. S. Manjunath,
“A Semantic Representation for Image Retrieval”,
IEEE International Conference on Image Processing (ICIP), vol. 2, pp. 523-526, Barcelona, Spain, Sep. 2003.
K. Solanki, O. Dabeer, B. S. Manjunath, U. Madhow and Shiv Chandrasekaran,
“A Joint Source-Channel Coding Scheme for Image-in-Image Data Hiding”,
IEEE International Conference on Image Processing (ICIP), vol. 2, pp. 743-746, Barcelona, Spain, Sep. 2003.
K. Solanki, O. Dabeer, U. Madhow, B. S. Manjunath and Shiv Chandrasekaran,
“Robust Image-Adaptive Data Hiding: Modeling, Source Coding, and Channel Coding”,
41st Allerton Conference on Communications, Control, and Computing, Oct. 2003.
J. Tešic, S. Newsam and B. S. Manjunath,
“Mining Image Datasets using Perceptual Association Rules”,
SIAM Sixth Workshop on Mining Scientific and Engineering Datasets in conjunction with the Third SIAM International Conference (SDM), San Francisco, California, May. 2003.
J. Tešic and B. S. Manjunath,
“Nearest Neighbor Search for Relevance Feedback”,
IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR), vol. 2, pp. 643-648, Madison, Wisconsin, Jun. 2003.
J. Tešic, S. Bhagavathy and B. S. Manjunath,
“Issues Concerning Dimensionality and Similarity Search”,
3rd International Symposium on Image and Signal Processing and Analysis (ISPA), Rome, Italy, Sep. 2003.
C. S. Kenney, B. S. Manjunath, M. Zuliani, M. G. A. Hewer and A. Van Nevel,
“A condition number for point matching with application to registration and postregistration error estimation”,
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 25, no. 11, pp. 1437 - 1454, Nov. 2003.
B. Sumengen, B. S. Manjunath, C. Kenney,
“Image segmentation using multi-region stability and edge strength”,
IEEE International Conference on Image Processing (ICIP), vol. 3, pp. 429-432, Barcelona, Spain, Sep. 2003.
S. Newsam, J. Tešic, L.Wang and B.S. Manjunath,
“Issues in Mining Video Datasets”,
SPIE International Symposium On Electronic Imaging, Storage and Retrieval Methods and Applications for Multimedia, San Jose, California, Jan. 2004.
M. Zuliani, C. Kenney and B. S. Manjunath,
“A Mathematical Comparison of Point Detectors”,
Second IEEE Image and Video Registration Workshop (IVR), Washington, DC, Jun. 2004.
J. Byun, L. Wang, G. P. Lewis, S. K. Fisher and B.S. Manjunath,
“Challenges in Bio-Molecular Imaging and Information Discovery: Developing a Searchable, Distributed Retinal Image Database”,
Invest Ophthalmol Vision Science 2004;45: Association for Research in Vision and Ophthalmology (ARVO) E-Abstract 3000, Fort Lauderdale, Florida, USA, Apr. 2004.
R. Chellappa and B. S. Manjunath,
“Texture classification and Segmentation: Tribulations Triumphs and Tributes”,
Foundations of Image Understanding (editor: L. Davis), Kluwer Academic Publishers, 2001.
B. S. Manjunath and R. Chellappa,
“Image Texture”,
Encyclopedia of Electrical and Electronics Engineering, J. G. Webster (editor), John Wiley & Sons, 1999.
B.S. Manjunath, D. Forsyth, Y. Deng, W.Y. Ma, C. Carlson, S. Loffe, S.J. Belongie and J. Malik,
“Image Retrieval in Digital Libraries”,
Multimedia Systems, Standards, and Networks, A. Puri and T. Chen (editors), Marcel Dekker Inc, New York, 2000.
B. S. Manjunath, G. M. Haley and W. Y. Ma,
“Multiband Techniques for Texture Classification and Segmentation”,
Handbook of Image and Video Processing, Al Bovik (editor), Academic Press , 1999.
B. S. Manjunath and R. Chellappa,
“Grouping and segmentation using neural networks: applications to edge detection, texture segmentation and face recognition”,
Progress in Neural Networks: Machine Vision, O. M. Omidvar and R. Mohan (editors), vol. 4, Ablex Publishing Corporation, 1997.
R. Chellappa, R. L. Kashyap and B. S. Manjunath,
“Model based texture segmentation and classification”,
Handbook of Pattern Recognition and Computer Vision, C. H. Chen, L. F. Pau and P. S. P. Wang (editors), World Scientific Publishing Company, 1992.
R. Chellappa, B. S. Manjunath and T. Simchony,
“Texture segmentation with neural networks”,
Neural Networks in Signal Processing (ed. B.Kosko), pp. 37-61, Prentice Hall, 1992.
A. Rangarajan, R. Chellappa and B. S. Manjunath,
“Markov Random Fields and Neural Networks with applications to Early Vision Problems”,
Artificial Neural Networks and Statistical Pattern Recognition (ed. I. Sethi), pp. 155-174, Elsevier Science Publishers, 1991.
D. Fedorov, L. M. G. Fonseca, C. Kenney, B. S. Manjunath,
“Automatic Registration and Mosaicking System for Remotely Sensed Imagery”,
SPIE 9th International Symposium on Remote Sensing, Crete, Greece, Sep. 2002.
D. Fedorov, L. M. G. Fonseca, C. Kenney, B. S, Manjunath,
“System for Automatic Registration of Remote Sensing Images”,
IEEE International Geoscience and Remote Sensing Symposium (IGARSS02), Toronto, Canada, Jun. 2002.
Baris Sumengen, Sitaram Bhagavathy and B. S. Manjunath,
“Graph Partitioning Active Contours for Knowledge-Based Geo-Spatial Segmentation”,
IEEE CVPR Workshop on Perceptual Organization in Computer Vision (POCV), Washington, DC, Jun. 2004.
Xinding Sun, Jonathan Foote, Don Kimber, B. S. Manjunath,
“Region of Interest Extraction and Virtual Camera Control Based on Panoramic Video Capturing”,
IEEE Transactions on Multimedia, 2004.
M. Zuliani, S. Bhagavathy, B. S. Manjunath, C. S. Kenney,
“Affine-Invariant Curve Matching”,
IEEE International Conference on Image Processing, Singapore, Oct. 2004.
M. Zuliani, C. S. Kenney, S. Bhagavathy, B. S. Manjunath,
“Drums and Curve Descriptors”,
British Machine Vision Conference, Kingston University, London, UK, Sep. 2004.
K. Sullivan, Z. Bi, U. Madhow, S. Chandrasekaran and B.S. Manjunath,
“Steganalysis of quantization index modulation data hiding”,
IEEE International Conference on Image Processing, pp. 1165-1168, Singapore, Oct. 2004.
Till Quack, Ullrich Monich, Lars Thiele, B.S. Manjunath,
“Cortina: A System for Large-scale, Content-based Web Image Retrieval”,
ACM Multimedia 2004, New York, NY, USA, Oct. 2004.
K. Solanki, U. Madhow, B. S. Manjunath, and S. Chandrasekaran,
“Estimating and Undoing Rotation for Print-Scan Resilient Data Hiding”,
IEEE International Conference on Image Processing, Singapore, Oct. 2004.
K. Solanki, N. Jacobsen, U. Madhow, B. S. Manjunath and S. Chandrasekaran,
“Robust Image-Adaptive Data Hiding Based on Erasure and Error Correction”,
IEEE Transactions on Image Processing, vol. 13, no. 12, pp. 1627-1639, Dec. 2004.
S. Newsam and B. S. Manjunath,
“Normalized Texture Motifs and Their Application to Statistical Object Modeling”,
IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Workshop on Perceptual Organization in Computer Vision, Washington, DC, Jun. 2004.
S. Newsam, L. Wang, S. Bhagavathy, and B. S. Manjunath,
“Using texture to analyze and manage large collections of remote sensed image and video data”,
Journal of Applied Optics: Information Processing, vol. 43, no. 2, pp. 210-217, Jan. 2004.
R. Chellappa, R.L. Kashyap and B.S. Manjunath,
“Model-Based Texture Segmentation and Classification”,
Handbook of Pattern Recognition and Computer Vision, C.H. Chen, L.F. Pau, and P.S.P. Wang (editors), Eds., World Scientific Publishing Company, 1992.
H. Li, B.S. Manjunath, and S.K. Mitra,
“Image Fusion Using Wavelets”,
Computer Vision, Graphics & Image Processing: Graphical Models and Image Processing, vol. 57, no. 3, pp. 235-245, May. 1995.
C.W. Tsai and B.S. Manjunath,
“Automatic Brain Image Segmentation”,
Pattern Recognition, pp. 1825-1839, Dec. 1995.
L. Fonseca, G.A. Hewer, C.S. Kenney and B.S. Manjunath,
“Registration and Fusion of Multispectral Images Using a New Control Point Assessment Method Derived from Optical Flow Ideas”,
SPIE Algorithms for Multispectral and Hyperspectral Imagery-V, vol. 3717, pp. 104-111, Orlando, FL, Apr. 1999.
Y. M. Ro, M. Kim, H. K. Kang, B. S. Manjunath and J. Kim,
“MPEG-7 Homogenous Texture Descriptor”,
ETRI Journal, vol. 32, no. 2, pp. 41-51, Jun. 2001.
B. S. Manjunath and W. Ma,
“Texture Features for Image Retrieval”,
Image Databases: Search and Retrieval of Digital Imagery, V. Castelli and L. D. Bergman (editors), Wiley Publishing, 2002.
B. S. Manjunath and T. Sikora,
“Overview of Visual Descriptors”,
Introduction to MPEG-7, Multimedia Content Description Interface, B. S. Manjunath, P. Salembier and T. Sikora (editors), John Wiley and Sons, Ltd., Jun. 2002.
J. Ohm, L. Cieplinski, H. J. Kim, S. Krishnamacari, B. S. Manjunath, D. S. Messing and Akio Yamada,
“Color Descriptors”,
Introduction to MPEG-7, Multimedia Content Description Interface, B. S. Manjunath, P. Salembier and T. Sikora (editors), John Wiley and Sons, Ltd., Jun. 2002.
Y. Choi, C. S. Won, Y. M. Ro, and B. S. Manjunath,
“Texture Descriptors”,
Introduction to MPEG-7, Multimedia Content Description Interface, B. S. Manjunath, P. Salembier and T. Sikora (editors), John Wiley and Sons, Ltd., Jun. 2002.
D. Kim, Y-S. Ho and B. S. Manjunath,
“Color Image Segmentation using Anistropic Diffusion and Agglomerative Hierarchical Clustering”,
3rd IEEE Pacific-Rim Conference on Multimedia, Taiwan, Dec. 2002.
A. Singh, B. S. Manjunath and R. Murphy,
“Design of a Distributed Database for Bio-Molecular Images”,
ACM SIGMOD Records, vol. 33, no. 3, pp. 65-71, New York, NY, USA, Jun. 2004.
M. El Saban and B. S. Manjunath,
“Interactive segmentation using curve evolution and relevance feedback”,
IEEE International Conference on Image Processing, Singapore, Oct. 2004.
K. Sullivan, U. Madhow, S. Chandrasekaran and B. S. Manjunath,
“Steganalysis of spread spectrum data hiding exploiting cover memory”,
IS&T/SPIE's 17th Annual Symposium on Electronic Imaging Science and Technology, San Jose, CA, Jan. 2005.
K. Solanki, U. Madhow, B. S. Manjunath and S. Chandrasekaran,
“Modeling the Print-Scan Process for Resilient Data Hiding”,
SPIE Security, Steganography, and Watermarking of Multimedia Contents VII, vol. 5681, pp. 418-429, Edward J. Delp III, Ping W. Wong (Editors), Mar. 2005.
B. Sumengen and B. S. Manjunath,
“Multi-scale Edge Detection and Image Segmentation”,
European Signal Processing Conference (EUSIPCO), Sep. 2005.
B. Sumengen and B. S. Manjunath,
“Category Pruning in Image Databases using Segmentation and Distance Maps”,
European Signal Processing Conference (EUSIPCO), Sep. 2005.
B. Sumengen and B. S. Manjunath,
“Graph Partitioning Active Contours (GPAC) for Image Segmentation”,
IEEE Transactions on Pattern Analysis and Machine Intelligence (PAMI), Apr. 2006.
C. S. Kenney, M. Zuliani and B. S. Manjunath,
“An Axiomatic Approach to Corner Detection”,
International Conference on Computer Vision and Pattern Recognition (CVPR), San Diego, CA, USA, Jun. 2005.
M. Zuliani, C. S. Kenney and B. S. Manjunath,
“The Multiransac Algorithm and its Application to Detect Planar Homographies”,
IEEE International Conference on Image Processing, Genova, Italy, Sep. 2005.
K. Solanki, K. Sullivan, U. Madhow, B. S. Manjunath and S. Chandrasekaran,
“Statistical Restoration for Robust and Secure Steganography”,
IEEE International Conference on Image Processing, Genova, Italy, Sep. 2005.
S. Bhagavathy and B. S. Manjunath,
“Modeling and detection of geospatial objects using texture motifs”,
IEEE Transactions on Geoscience and Remote Sensing, vol. 44, no. 12, pp. 3706-3715, University of California, Santa Barbara, Dec. 2006.
J. Byun, N. Vu, B. Sumengen and B. S. Manjunath,
“Quantitative analysis of immunofluorescent retinal images”,
IEEE International Symposium on Biomedical Imaging (ISBI), pp. 1268-1271, Crystal City, CA, Apr. 2006.
B. S. Manjunath, B. Sumengen, Z. Bi, J. Byun, M. El-Saban, D. Fedorov and N. Vu,
“Towards Automated Bioimage Analysis: From Features to Semantics”,
IEEE International Symposium on Biomedical Imaging (ISBI), pp. 255-258, Crystal City, CA, Apr. 2006.
S. K. Fisher, J. Byun, D. Fedorov, N. Vu, B. Sumengen, M. Verardo, G. P. Lewis and B. S. Manjunath,
“Image Informatics Tools for the analysis of Retinal Images”,
Invest Ophthalmol Vision Science 2006;47: Association for Research in Vision and Ophthalmology (ARVO) E-Abstract 4225, Fort Lauderdale, Florida, USA, Apr. 2006.
Jiyun Byun, Mark R. Verardo, Baris Sumengen, Geoffrey P. Lewis, B. S. Manjunath and Steven K. Fisher,
“Automated tool for the detection of cell nuclei in digital microscopic images: Application to retinal images”,
Molecular Vision, vol. 12, pp. 949-960, http://www.molvis.org/molvis/v12/a107/, Aug. 2006.
Dmitry Fedorov, Baris Sumengen and B. S. Manjunath,
“Multi-Focus Imaging using Local Focus Estimation and Mosaicking”,
IEEE International Conference on Image Processing 2006 (ICIP06), Atlanta, GA USA, Oct. 2006.
Luca Bertelli, Baris Sumengen, B.S. Manjunath,
“Redundancy in All Pairs Fast Marching Method”,
IEEE International Conference on Image Processing 2006 (ICIP06), Atlanta, GA USA, Oct. 2006.
Baris Sumengen, Luca Bertelli and B.S. Manjunath,
“Fast and Adaptive Pairwise Similarities for Graph Cuts-based Image Segmentation”,
IEEE CVPR Workshop on Perceptual Organization in Computer Vision (POCV), New York City, Jun. 2006.
Alphan Altinok, Motaz El-Saban, Austin Peck, Leslie Wilson, Stuart Feinstein, B.S Manjunath and Kenneth Rose,
“Activity Analysis in Microtubule Videos by Mixture of Hidden Markov Models”,
International Conference on Computer Vision and Pattern Recognition (CVPR), New York, NY, Jun. 2006.
Motaz El-Saban, Alphan Altinok, Austin Peck, Charles Kenney, Stuart Feinstein, Leslie Wilson, Kenneth Rose and B.S Manjunath,
“Automated tracking and modeling of microtubule dynamics”,
IEEE International Symposium on Biomedical Imaging (ISBI), Crystal City, CA, Apr. 2006.
K. Solanki, K. Sullivan, U. Madhow, B. S. Manjunath and S. Chandrasekaran,
“Provably secure steganography: Achieving zero K-L divergence using statistical restoration”,
IEEE International Conference on Image Processing 2006 (ICIP06), Atlanta, GA USA, Oct. 2006.
K. Sullivan, K. Solanki, B.S. Manjunath, U. Madhow and S. Chandrasekaran,
“Determining achievable rates for secure zero divergence steganography”,
IEEE International Conference on Image Processing 2006 (ICIP06), Atlanta, GA USA, Oct. 2006.
K. Sullivan, U. Madhow, S. Chandrasekaran and B.S. Manjunath,
“Steganalysis for Markov cover data with applications to images”,
IEEE Transactions on Information Forensics and Security, vol. 1, no. 2, pp. 275-287, Jun. 2006.
K. Solanki, U. Madhow, B. S. Manjunath, S. Chandrasekaran and I. El-Khalil,
“'Print and Scan' Resilient Data Hiding in Images”,
IEEE Transactions on Information Forensics and Security, vol. 1, no. 4, pp. 464-478, Dec. 2006.
M. Zuliani, L. Bertelli, C. Kenney and B. S. Manjunath,
“Drums, curve descriptors, and affine invariant region matching”,
Image and Vision Computing, vol. 26, no. 3, pp. 347-360, Mar. 2008.
Pratim Ghosh, B.S. Manjunath and K.R. Ramakrishnan,
“A compact image signature for RTS-invariant image retrieval”,
IEE International Conference on Visual Information Engineering (VIE 2006), Bangalore, India, Sep. 2006.
A. Sarkar, U. Madhow, S. Chandrasekaran and B. S. Manjunath,
“Adaptive MPEG-2 Video Data Hiding Scheme”,
SPIE Security, Steganography, and Watermarking of Multimedia Contents IX, Jan. 2007.
A. Sarkar, K. Solanki, U. Madhow, S. Chandrasekaran and B. S. Manjunath,
“Secure Steganography: Statistical Restoration of the Second Order Dependencies for Improved Security”,
32nd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), Honolulu, Hawaii, Apr. 2007.
A. Sarkar and B. S. Manjunath,
“Estimating Steganographic Capacity for Odd-Even Based Embedding and its Use in Individual Compensation”,
IEEE International Conference on Image Processing (ICIP), San Antonio, TX, Sep. 2007.
Dmitry Fedorov, Baris Sumengen and B. S. Manjunath,
“Mosaicking based framework for local enhancement of bio imagery”,
Workshop on Multiscale Biological Imaging, Data Mining & Informatics, Santa Barbara, CA, USA, Sep. 2006.
Laura E. Boucheron, Zhiqiang Bi, Neal R. Harvey, B. S. Manjunath, David L. Rimm,
“Utility of multispectral imaging for nuclear classification of routine clinical histopathology imagery”,
BMC Cell Biology, vol. 8, BioMed Central, Jul. 2007.
Laura E. Boucheron, Neal R. Harvey and B. S. Manjunath,
“Utility of Multispectral Imaging for Analysis of Routine Clinical Histopathology Imagery”,
Workshop on Multiscale Biological Imaging, Data Mining & Informatics, Santa Barbara, CA, USA, Sep. 2006.
Nhat Vu, and Pratim Ghosh and B.S Manjunath,
“Retina layer segmentation and spatial alignment of antibody expression levels”,
International Conference on Image Processing (ICIP'07), San Antonio, Texas, Sep. 2007.
J. Byun, M. R. Verardo, N. Vu, D. Fedorov, G. P. Lewis, S. K. Fisher and B. S. Manjunath,
“Quantifying structural distortions in retinal tissue before and after injury”,
Workshop on Multiscale Biological Imaging, Data Mining & Informatics, Santa Barbara, CA, USA, Sep. 2006.
Kaushal Solanki, Anindya Sarkar and B. S. Manjunath,
“YASS: Yet Another Steganographic Scheme that Resists Blind Steganalysis”,
9th International Workshop on Information Hiding, Saint Malo, Brittany, France, Jun. 2007.
L. Bertelli, Jiyun Byun and B.S. Manjunath,
“A Variational Approach to Exploit Prior Information in Object-Background Segregation: Application to Retinal Images”,
IEEE International Conference on Image Processing (ICIP 07), San Antonio, TX, Sep. 2007.
M. E. Sargin, A. Altinok, K. Rose and B.S. Manjunath,
“Tracing Curvilinear Structures in Live Cell Images”,
IEEE International Conference on Image Processing (ICIP 07), San Antonio, TX, Sep. 2007.
M.E. Sargin, A. Altinok, E. Kiris, L. Wilson, S. Feinstein, K. Rose and B.S. Manjunath,
“Tracing Microtubules in Live Cell Images”,
IEEE International Symposium on Biomedical Imaging (ISBI'07), Metro Washington DC, USA, Apr. 2007.
Luca Bertelli and B.S. Manjunath,
“Edge Preserving Filters Using Geodesic Distances on Weighted Orthogonal Domains”,
IEEE International Conference on Image Processing 2007 (ICIP07), San Antonio, TX, Sep. 2007.
Alphan Altinok, B. S. Manjunath and Kenneth Rose,
“Extracting Dynamic Microtubule Features from Image Sequences”,
Asilomar Conference On Signals, Systems and Computers (ACSSC), Monterey, CA, Nov. 2007.
E. Drelie Gelasca, S. Joshi, J. Kleban, S. Mangiat, B.S. Manjunath, E. Moxley, A. Sarkar, and J. Xu,
“The Vision Research Lab of UCSB at TRECVID 2007”,
Proceedings of the TRECVID 2007 Workshop, Nov. 2007.
Luca Bertelli, Baris Sumengen, B.S. Manjunath and Frederic Gibou,
“A Variational Framework for Multi-Region Pairwise Similarity-based Image Segmentation”,
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 30, no. 8, pp. 1400-1414, Aug. 2008.
Luca Bertelli, Marco Zuliani and B.S. Manjunath,
“Pairwise Similarities across Images for Multiple View Rigid/Non-Rigid Segmentation and Registration”,
IEEE International Conference on Computer Vision (ICCV07), Rio de Janeiro, Brazil, Oct. 2007.
J. Kleban, A. Sarkar, E. Moxley, S. Mangiat, S. Joshi, T. Kuo and B.S. Manjunath,
“Feature fusion and redundancy pruning for rush video summarization”,
International Workshop on TRECVID Video Summarization, pp. 84-88, Augsburg, Bavaria, Germany, Sep. 2007.
A. Sarkar, K. Sullivan and B. S. Manjunath,
“Steganographic Capacity Estimation for the Statistical Restoration Framework”,
SPIE - Security, Steganography, and Watermarking of Multimedia Contents (X), San Jose, California, Jan. 2008.
Anindya Sarkar, Kaushal Solanki and B. S. Manjunath,
“Further Study on YASS: Steganography Based on Randomized Embedding to Resist Blind Steganalysis”,
SPIE - Security, Steganography, and Watermarking of Multimedia Contents (X), San Jose, California, Jan. 2008.
Anindya Sarkar, Pratim Ghosh, Emily Moxley and B. S. Manjunath,
“Video Fingerprinting: Features for Duplicate and Similar Video Detection and Query-based Video Retrieval”,
SPIE - Multimedia Content Access: Algorithms and Systems II, San Jose, California, Jan. 2008.
Pratim Ghosh, E. Drelie Gelasca, K.R. Ramakrisnan and B.S. Manjunath,
“Duplicate Image Detection in Large Scale Databases”,
Book Chapter in Platinum Jubilee Volume, Indian Statistical Institute, Kolkata, Oct. 2007.
Elisa Drelie Gelasca, Jiyun Byun, Boguslaw Obara, B.S. Manjunath,
“Evaluation and Benchmark for Biological Image Segmentation”,
IEEE International Conference on Image Processing, pp. 1816-1819, San Diego, CA, Oct. 2008.
E. Kiris, M. R. Gaylord, J. Reifert, M.E. Sargin, A. Altinok, K. Rose, B.S. Manjunath, M. A. Jordan, L. Wilson and S. C. Feinstein,
“Effects of combinatorial tau pseudophosphorylation upon microtubule binding assembly andthe regulation of dynamic instability in vitro”,
Society for Neuroscience (SfN), San Diego, CA, USA, Nov. 2007.
M. E. Sargin, A. Altinok, K. Rose and B.S. Manjunath,
“Deformable Trellis: Open Contour Tracking in Bio-Image Sequences”,
IEEE Int. Conf. on Acoustics, Speech and Signal Processing (ICASSP'08), Las Vegas, USA, Apr. 2008.
Nhat Vu and B.S. Manjunath,
“Shape Prior Segmentation of Multiple Objects with Graph Cuts”,
IEEE Computer Society Conference on Computer Vision and Pattern Recognition, Anchorage, Alaska, USA, Jun. 2008.
Elisa Drelie Gelasca, Jiyun Byun, Boguslaw Obara and B.S. Manjunath,
“Benchmark for evaluating biological image analysis tools”,
Workshop on Bio-Image Informatics: Biological Imaging, Computer Vision and Data Mining, Santa Barbara, CA, USA, Jan. 2008.
Boguslaw Obara, Jiyun Byun, Dmitry Fedorov and B. S. Manjunath,
“Automatic nuclei detection and dataflow in Bisquik system”,
Workshop on Bio-Image Informatics: Biological Imaging, Computer Vision and Data Mining, Santa Barbara, CA, USA, Jan. 2008.
Boguslaw Obara, Michael Veeman, William Smith and B.S. Manjunath,
“Segmentation and analysis of notochord cells in 3D microscope data”,
Workshop on Bio-Image Informatics: Biological Imaging, Computer Vision and Data Mining, Santa Barbara, CA, USA, Jan. 2008.
Jiyun Byun, DeeAnn Hartung, Stuart Feinstein and B. S. Manjunath,
“Quantifying Cell Viability in Cultured Cells”,
Workshop on Bio-Image Informatics: Biological Imaging, Computer Vision and Data Mining, Santa Barbara, CA, USA, Jan. 2008.
Laura E. Boucheron, Neal R. Harvey, and B. S. Manjunath,
“On Using Cytoplasm and Stroma Features in Automated Cancer Diagnosis”,
Workshop on Bio-Image Informatics: Biological Imaging, Computer Vision and Data Mining, Santa Barbara, CA, USA, Jan. 2008.
Nhat Vu and B.S. Manjunath,
“Graph Cut Segmentation of Neuronal Structures from Transmission Electron Micrographs”,
Proc. IEEE International Conference on Image Processing, pp. 725-728, San Diego, CA, Oct. 2008.
M.E. Sargin, A. Altinok, K. Rose, B.S. Manjunath,
“Conditional Iterative Decoding of Two Dimensional Hidden Markov Models”,
Proc. IEEE International Conference on Image Processing, pp. 2552-2555, San Diego, CA, Oct. 2008.
Michael J. Quinn and Thomas Kuo and B.S. Manjunath,
“A Lightweight Multiview Tracked Person Descriptor for Camera Sensor Networks”,
Proc. IEEE International Conference on Image Processing, pp. 1976-1979, San Diego, CA, Oct. 2008.
Luca Bertelli, Pratim Ghosh, B. S. Manjunath, Frederic Gibou,
“Reference-based Probabilistic Segmentation as Non-Rigid Registration using Thin Plate Splines”,
Proc. IEEE International Conference on Image Processing, pp. 3052-3055, San Diego, CA, Oct. 2008.
Anindya Sarkar, Lakshmanan Nataraj, B. S. Manjunath, Upamanyu Madhow,
“Estimation of Optimum Coding Redundancy and Frequency Domain Analysis of Attacks for YASS - a Randomized Block Based Hiding Scheme”,
Proc. IEEE International Conference on Image Processing, pp. 1292-1295, San Diego, CA, Oct. 2008.
Marco Zuliani, Luca Bertelli, B. S. Manjunath,
“An Automatic Method to Learn and Transfer the Photometric Appearance of Partially Overlapping Images”,
Proc. IEEE International Conference on Image Processing, pp. 493-496, San Diego, CA, Oct. 2008.
Emily Moxley and Tao Mei and Xian-Sheng Hua and Wei-Ying Ma and B.S. Manjunath,
“Automatic Video Annotation Through Search and Mining”,
Proc. IEEE International Conference on Multimedia and Expo (ICME), Hannover, Germany, Jun. 2008.
Alphan Altinok, Erkan Kiris, Austin Peck, Stuart Feinstein, Leslie Wilson, B. S. Manjunath and Kenneth Rose,
“Model based dynamics analysis in live cell microtubule images”,
BMC Cell Biology, vol. 8, BioMed Central, Jul. 2007.
A. Altinok, E. Sargin, E. Kiris, L. Wilson, S. C. Feinstein, B.S. Manjunath and K. Rose,
“Segmenting filamentous biological structures by automated tracing”,
Society for Neuroscience Annual Meeting (SfN), San Diego, CA, Nov. 2007.
Laura E. Boucheron, Neal R. Harvey and B.S. Manjunath,
“A Quantitative Object-Level Metric for Segmentation Performance and Its Application to Cell Nuclei”,
International Symposium on Visual Computing (ISVC), pp. 208-219, Lake Tahoe, Nevada/California, Nov. 2007.
Emily Moxley, Jim Kleban and B.S. Manjunath,
“SpiritTagger: A Geo-Aware Tag Suggestion Tool Mined from Flickr”,
ACM International Conference on Multimedia Information Retrieval (MIR2008), pp. 24-30, Vancouver, Canada, Oct. 2008.
E. Kiris, M. R. Gaylord, D. Ventimiglia, A. Altinok, M.E. Sargin, K. Rose, B.S. Manjunath, M. A. Jordan, L. Wilson and S. C. Feinstein,
“Effects of tau pseudo-phosphorylation at residues thr231 ser262 ser396 and ser404 upon regulation of microtubule dynamic instability in living cells”,
38th Annual Meeting of Society for Neuroscience (SfN), Washington, DC, USA, Nov. 2008.
Alphan Altinok, Erkan Kiris, Emre Sargin, Leslie Wilson, Stuart C. Feinstein, B.S. Manjunath and Kenneth Rose,
“Quantification of dynamic behavior of microtubules in living cells using novel computational methods”,
38th Annual Meeting of Society for Neuroscience (SfN), Washington, DC, USA, Nov. 2008.
M. Quinn, R. Mudumbai, T. Kuo, Z. Ni, C. De Leo and B. S. Manjunath,
“VISNET: A Distributed Vision Testbed”,
ACM/IEEE International Conference on Distributed Smart Cameras, 2008, pp. 364-371, Vienna, Sep. 2008.
Anindya Sarkar, Lakshmanan Nataraj and B. S. Manjunath,
“Detection of Seam Carving and Localization of Seam Insertions in Digital Images”,
11th ACM Workshop on Multimedia and Security, pp. 107-116, Princeton, New Jersey, Sep. 2009.
L. Nataraj, A. Sarkar and B. S. Manjunath,
“Adding Gaussian Noise to Denoise JPEG for detecting Image Resizing”,
International Conference on Image Processing, 2009, pp. 1493-1496, Cairo, Egypt, Nov. 2009.
A. Sarkar and B. S. Manjunath,
“Double Embedding in the Quantization Index Modulation Framework”,
International Conference on Image Processing, 2009, pp. 3653 - 3656, Cairo, Egypt, Nov. 2009.
Zefeng Ni, Dong Tian, Sitaram Bhagavathy, Joan Llach and B. S. Manjunath,
“Improving The Quality of Depth Image Based Rendering for 3D Video Systems”,
IEEE International Conference on Image Processing, 2009, pp. 513-516, Cairo, Egypt, Nov. 2009.
Anindya Sarkar and B. S. Manjunath,
“Image Dependent Log-likelihood Ratio Allocation for Repeat Accumulate Code based Decoding in Data Hiding Channels”,
Proceedings of SPIE, 2010, Media Forensics and Security, vol. 7541, pp. 754113-754113-6 , University of California, Santa Barbara, Jan. 2010.
J. Kleban, E. Moxley, J. Xu, and B. S. Manjunath,
“Global Annotation of Georeferenced Photographs”,
Proceedings of ACM Conference on Image and Video Retrieval, Greece, Jul. 2009.
E. Moxley, J. Kleban, J. Xu, and B. S. Manjunath,
“Not All Tags Are Created Equal: Learning Flickr Tag Semantics for Global Annotation.”,
Proceedings of IEEE International Conference on Multimedia and Expo, New York, Jun. 2009.
J. Kleban, E. Moxley, and B. S. Manjunath,
“SpiritTagger: A Location-Aware Interactive Web Tool for Annotating Your Photo Collection.”,
The Future of Interactive Media: Workshop on Media Arts, Science, and Technology (MAST), Santa Barbara, CA, Jan. 2009.
Pratim Ghosh, Mehmet Emre Sargin, and B.S. Manjunath,
“Robust Dynamical Model for Simultaneous Registration and Segmentation in a Variational Framework: A Bayesian Approach”,
12th IEEE International Conference on Computer Vision, Kyoto, Japan, Oct. 2009.
Pratim Ghosh, Luca Bertelli, Baris Sumengen, and B.S. Manjunath,
“A Non-Conservative Flow Field for Robust Variational Image Segmentation”,
IEEE Transactions on Image Processing, vol. 19, no. 2, pp. 478-490, Feb. 2010.
M.E. Sargin, L. Bertelli, B.S. Manjunath and K. Rose,
“Probabilistic Occlusion Boundary Detection on Spatio-Temporal Lattices”,
12th IEEE International Conference on Computer Vision,, Kyoto, Japan, Oct. 2009.
Anindya Sarkar, Vishwakarma Singh, Pratim Ghosh, B. S. Manjunath, Ambuj Singh,
“Efficient and Robust Detection of Duplicate Videos in a Large Database”,
IEEE Transactions on Circuits and Systems for Video Technology, vol. 20, no. 6, pp. 870-885, Jun. 2010.
Anindya Sarkar, Upamanyu Madhow, and B. S. Manjunath,
“Matrix Embedding with Pseudorandom Coefficient Selection and Error Correction for Robust and Secure Steganography”,
IEEE Transactions on Information Forensics and Security, vol. 5, no. 2, pp. 225-239, Jun. 2010.
L. Nataraj, A. Sarkar and B. S. Manjunath,
“Improving re-sampling detection by adding noise”,
Proceedings of SPIE, 2010, Media Forensics and Security, vol. 7541, pp. 75410I-75410I-11, Jan. 2010.
Elisa Drelie Gelasca, Boguslaw Obara, Dmitry Fedorov, Kristian Kvilekval and B. S. Manjunath,
“A biosegmentation benchmark for evaluation of bioimage analysis methods”,
BMC Bioinformatics, vol. 10, no. 1, pp. 368, Nov. 2009.
Kristian Kvilekval, Dmitry Fedorov, Boguslaw Obara, Ambuj Singh and B.S. Manjunath,
“Bisque: A Platform for Bioimage Analysis and Management”,
Bioinformatics, vol. 26, no. 4, pp. 544-552, Feb. 2010.
Swapna Joshi, S. Karthikeyan, B. S. Manjunath, Scott Grafton and Kent A. Kiehl,
“Anatomical Parts-Based Regression Using Non-Negative Matrix Factorization”,
IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 2863-2870, Jun. 2010.
Pratim Ghosh, M.E. Sargin, B.S. Manjunath,
“Generalized Simultaneous Registration and Segmentation”,
IEEE Computer Society Conference on Computer Vision and Pattern Recognition, pp. 1363-1370, Jun. 2010.
E. Moxley, T. Mei and B. S. Manjunath,
“Video Annotation Through Search and Graph Reinforcement Mining”,
IEEE Transactions on Multimedia, vol. 12, no. 3, pp. 184-193, Apr. 2010.
M.E. Sargin, P. Ghosh, B. S. Manjunath and K. Rose,
“Object Tracking with Ratio Cycles Using Shape and Appearance Cues”,
IEEE International Conference on Pattern Recognition, pp. 3649-3652, Aug. 2010.
L. Nataraj, A. Sarkar and B. S. Manjunath,
“Precise Localization Of Key-points To Identify Local Regions For Robust Data Hiding”,
IEEE International Conference on Image Processing, Sep. 2010.
Pradeep Koulgi, Mehmet Emre Sargin, Kenneth Rose and B. S. Manjunath,
“Graphical Model-based Tracking of Curvilinear Structures in Bio-image Sequences”,
IEEE International Conference on Pattern Recognition, Aug. 2010.
Zefeng Ni, Santhoshkumar Sunderrajan, Amir Rahimi, B.S. Manjunath,
“Particle Filter Tracking With Online Multiple Instance Learning”,
IEEE International Conference on Pattern Recognition, Aug. 2010.
Zefeng Ni, Santhoshkumar Sunderrajan, Amir Rahimi, B. S. Manjunath,
“Distributed Particle Filter Tracking With Online Multiple Instance Learning In a Camera Sensor Network”,
IEEE International Conference on Image Processing, Sep. 2010.
Aruna Jammalamadaka, Swapna Joshi, S. Karthikeyan, B.S. Manjunath,
“Discriminative Basis Selection using Non-negative Matrix Factorization”,
IEEE International Conference on Pattern Recognition, Aug. 2010.
Thomas Kuo, Zefeng Ni, Carter De Leo, and B.S. Manjunath,
“Design and Implementation of a Wide Area, Large-Scale Camera Network”,
IEEE Computer Society Conference on Computer Vision and Pattern Recognition, IEEE Workshop on Camera Networks,, Jun. 2010.
A.H.K. Roeder , V. Chickarmane, A.Cunha, B. Obara, B.S. Manjunath and E.M. Meyerowitz,
“Variability in the Control of Cell Division Underlies Sepal Epidermal Patterning in Arabidopsis thaliana”,
PLoS Biology, vol. 8, no. 5, pp. e1000367, May. 2010.
Anindya Sarkar, Kaushal Solanki, and B. S. Manjunath,
“Obtaining Higher Rates for Steganographic Schemes while Maintaining the Same Detectability”,
Information Hiding Workshop 2010, Calgary, Canada, Jun. 2010.
Laura E. Boucheron, B. S. Manjunath, and Neal R. Harvey,
“USE OF IMPERFECTLY SEGMENTED NUCLEI IN THE CLASSIFICATION OF HISTOPATHOLOGY IMAGES OF BREAST CANCER”,
Proc. of IEEE ICASSP, pp. 666-699, Dallas, Texas, Mar. 2010.
Luca Bertelli, Shivkumar Chandrasekaran, Frederic Gibou and B.S. Manjunath,
“On the Length and Area Regularization for Multiphase Level Set Segmentation”,
International Journal on Computer Vision, vol. 90, no. 3, pp. 267-282, Dec. 2010.
Vignesh Jagadeesh and B. S. Manjunath,
“INTERACTIVE GRAPH CUT SEGMENTATION OF TOUCHING NEURONAL STRUCTURES FROM ELECTRON MICROGRAPHS”,
IEEE International Conference on Image Processing, Sep. 2010.
Jiejun Xu, Zefeng Ni, Carter De Leo, Thomas Kuo, and B.S. Manjunath,
“Spatial-Temporal Understanding of Urban Scenes through Large Camera Network”,
ACM International Conference on Multimedia (2010), Workshop on Multimodal Pervasive Video Analysis, Italy, Oct. 2010.
Diego Piedrahita, Israel Hernandez, Alejandro Lopez-Tobon, Dmitry Fedorov, Boguslaw Obara, B. S. Manjunath, Ryan L. Boudreau, Beverly Davidson, Frank LaFerla, Juan Carlos Gallego-Gomez, Kenneth S. Kosik, and Gloria Patricia Cardona-Gomez,
“Silencing of CDK5 Reduces Neurofibrillary Tangles in Transgenic Alzheimer's Mice”,
Journal of Neuroscience, vol. 30, no. 42, pp. 13966-13976, Oct. 2010.
Diana Delibaltov, Pratim Ghosh, Michael Veeman, William Smith, and B.S. Manjunath,
“AN AUTOMATIC FEATURE BASED MODEL FOR CELL SEGMENTATION FROM CONFOCAL MICROSCOPY VOLUMES”,
2011 IEEE International Symposium on Biomedical Imaging (ISBI), Chicago, Apr. 2011.
G. Abdollahian, M. Veeman, W. Smith and B.S. Manjunath,
“A curvicylindrical coordinate system for The Visualization and Segmentation of The Ascidian Tail”,
2011 IEEE International Symposium on Biomedical Imaging (ISBI), Chicago, Apr. 2011.
Lakshmanan Nataraj, S. Karthikeyan, Gregoire Jacob, B.S. Manjunath,
“Malware Images: Visualization and Automatic Classification”,
International Symposium on Visualization for Cyber Security (VizSec) , Jul. 2011.
V Jagadeesh, N Vu, B.S. Manjunath,
“Multiple Structure Tracing in 3D Electron Micrographs”,
Medical Image Computing and Computer Assisted Intervention (MICCAI), Toronto, Canada, Sep. 2011.
V Jagadeesh, S Karthikeyan, B.S.Manjunath,
“Spatio-Temporal Optical Flow Statistics (STOFS) for Activity Classification”,
Indian Conference on Computer Vision, Graphics and Image processing (ICVGIP) 2010, pp. 178--182, Chennai, India, Dec. 2010.
S. Karthikeyan, M.E. Sargin, S. Joshi, B.S. Manjunath and S. Grafton,
“Generalized subspace based high dimensional density estimation”,
International Conference on Image Processing, Brussels, Belgium, Sep. 2011.
S. Karthikeyan, Utkarsh Gaur, B.S. Manjunath, and Scott Grafton,
“Probabilistic subspace-based learning of shape dynamics modes for multi-view action recognition”,
International Conference on Computer Vision (ICCV) Workshop PERHAPS 2011, Barcelona, Spain, Nov. 2011.
Jiejun Xu, Vishwakarma Singh, Ziyu Guan, B. S. Manjunath,
“Unified Hypergraph for Image Ranking in a Multimodal Context”,
International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, Mar. 2012.
B. Obara, M. Veeman, J.H. Choi, W. Smith and B.S. Manjunath,
“Segmentation of ascidian notochord cells in DIC timelapse images ”,
Microscopy Research and Technique, vol. 74, no. 8, pp. 727-734, Aug. 2011.
E. Kiris, D. Ventimiglia, M.E. Sargin, M.R. Gaylord, A. Altinok, K. Rose, B.S. Manjunath, M.A. Jordan, L. Wilson and S.C. Feinstein,
“Combinatorial Tau Pseudophosphorylation”,
The Journal of Biological Chemistry, vol. 286, no. 16, pp. 14257-14270, Apr. 2011.
A. Peck, M.E. Sargin, N.E. LaPointe, K. Rose, B.S. Manjunath, S.C. Feinstein, and L. Wilson,
“Tau Isoform-specific Modulation of Kinesin-driven Microtubule Gliding Rates and Trajectories As Determined With Tau-stabilized Microtubules”,
Cytoskeleton, vol. 68, pp. 44-55, Jan. 2011.
M.E. Sargin, A. Altinok, B.S. Manjunath and K. Rose,
“Variable Length Open Contour Tracking Using a Deformable Trellis”,
IEEE Transactions on Image Processing, vol. 20, no. 4, pp. 1023-1035, Apr. 2011.
Pratim Ghosh and B.S. Manjunath,
“Robust Simultaneous Registration and Segmentation with Sparse Error Reconstruction”,
IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 35, no. 2, Feb. 2013.
Vignesh Jagadeesh, B.S. Manjunath, James Anderson, Bryan Jones, Robert Marc and Steven Fisher,
“Online Parameter Estimation in Dynamic Markov Random Fields for Image Sequence Analysis”,
International Conference on Image Processing, Oct. 2012.
S. Karthikeyan, Swapna Joshi, B.S. Manjunath and Scott Grafton,
“Intra-Class Multi-Output Regression based Subspace Analysis”,
International Conference on Image Processing, Oct. 2012.
Goff Stephen A, Vaughn Matthew, McKay Sheldon, Lyons Eric, Stapleton Ann E, Gessler Damian, Matasci Naim, Wang Liya, Hanlon Matthew, Lenards Andrew, Muir Andy, Merchant Nirav, Lowry Sonya, Mock Stephen, Helmke Matthew, Kubach Adam, Narro Martha, Hopkins Nicole, Micklos David, Hilgert Uwe, Gonzales Michael, Jordan Chris, Skidmore Edwin, Dooley Rion, Cazes John, McLay Robert, Lu Zhenyuan, Pasternak Shiran, Koesterke Lars, Piel William H, Grene Ruth, Noutsos Christos, Gendler Karla, Feng Xin, Tang Chunlao, Lent Monica, Kim Seung-jin, Kvilekval Kristian, Manjunath B.S., Tannen Val, Stamatakis Alexandros, Sanderson Michael, Welch Stephen M, Cranston Karen, Soltis Pamela, Soltis Douglas, O'Meara Brian, Ane Cecile, Brutnell Tom, Kleibenstein Daniel J, White Jeffrey W, Leebens-Mack Jim, Donoghue Michael J, Spalding Edgar P, Vision Todd J, Myers Christopher R, Lowenthal David, Enquist Brian J, Boyle Brad, Akoglu Ali, Andrews Greg, Ram Sudha, Ware Doreen, Stein Lincoln, Stanzione Dan ,
“The iPlant Collaborative: Cyberinfrastructure for Plant Biology”,
Frontiers in Plant Science, vol. 2, no. 00034, Jul. 2011.
Carter de Leo and B.S. Manjunath,
“Multicamera video summarization from optimal reconstruction”,
Tenth Asian Conference on Computer Vision, Queenstown, New Zealand, Nov. 2010.
S. Karthikeyan, Diana Delibaltov, Utkarsh Gaur, Mei Jiang, David Williams and B.S. Manjunath,
“Unified Probabilistic Framework for Simultaneous Detection and Tracking of Multiple Objects with Application To Bio-Image Sequences”,
International Conference on Image Processing, Oct. 2012.
Zefeng Ni, Jiejun Xu and B.S. Manjunath,
“Object Browsing and Searching in A Camera Network using Graph Models”,
Workshop on Camera Networks and Wide Area Scene Analysis, in IEEE Computer Vision and Pattern Recognition (CVPR) 2012, Jun. 2012.
Vignesh Jagadeesh, Min Chi Shih, B.S.Manjunath and K.Rose,
“Scalable Tracing of Electron Micrographs by Fusing Top Down and Bottom Up Cues using Hypergraph Diffusion”,
International Conference on Medical Image Computing and Computer Assisted Intervention, 2012.
Diana Delibaltov, S. Karthikeyan, Vignesh Jagadeesh and B. S. Manjunath,
“Robust Biological Image Sequence Analysis Using Graph Based Approaches”,
Asilomar Conference On Signals, Systems and Computers (ACSSC), Monterey, CA, Nov. 2012.
S. Karthikeyan, Vignesh Jagadeesh and B. S. Manjunath,
“Learning Top Down Scene Context For Visual Attention Modelling In Natural Images”,
IEEE International Conference on Image Processing, Sep. 2013.
S. Karthikeyan, Vignesh Jagadeesh and B. S. Manjunath,
“Learning Bottom-Up Text Attention Maps For Text Detection Using Stroke Width Transform”,
IEEE International Conference on Image Processing, Sep. 2013.
Diana Delibaltov, Pratim Ghosh, Volkan Rodoplu, Michael Veeman, William Smith and B.S. Manjunath,
“A Linear Program Formulation for the Segmentation of Ciona Membrane Volumes”,
International Conference on Medical Image Computing and Computer Assisted Intervention, Sep. 2013.
Jiejun Xu, Vignesh Jagadeesh 2nd B.S. Manjunath,
“Multi-label Learning with Fused Multimodal Bi-relational Graph”,
IEEE Transaction on Multimedia, vol. 16, no. 2, pp. 403-412, Feb. 2014.
Jiejun Xu, Vignesh Jagadeesh, Zefeng Ni, Santhoshkumar Sunderrajan and B.S. Manjunath,
“Graph-based Topic-focused Retrieval in a Distributed Camera Network”,
IEEE Transaction on Multimedia, vol. 15, no. 8, pp. 2046-2057, Dec. 2013.
Thomas Kuo, Zefeng Ni, Santhoshkumar Sunderrajan and B.S. Manjunath,
“Calibrating a Wide-Area Camera Network with Non-Overlapping Views using Mobile Devices ”,
ACM Transactions on Sensor Networks , vol. 10, no. 2, May. 2014.
Carter de Leo and B.S. Manjunath,
“Multicamera Video Summarization and Anomaly Detection from Activity Motifs”,
ACM Transactions on Sensor Networks, vol. 10, no. 2, May. 2014.
C. Kenney, B. S. Manjunath, M. Zuliani and K. Solanki,
“Condition theory for image registration and post-registration error estimation”,
Image Registration for Remote Sensing’ edited by Jacqueline LeMoigne, Nathan Netanyahu and Roger Eastman, pp. 200-214, Cambridge University Press, 2011.
K. Eliceiri, M. R. Berthold, I. G. Goldberg, L. Ibanez, B. S. Manjunath, M. E. Martone, R. F. Murphy, H. Peng, A. L. Plant, B. Roysam. N. Stuurmann, J. R. Swedlow, P. Tomancak and A. E. Carpenter,
“Biological imaging software tools”,
Nature Methods, vol. 9, pp. 697–710, Nature Publishing Group, Jun. 2012.
S. Santhoshkumar, S. Karthikeyan and B. S. Manjunath,
“Robust Multiple Object Tracking by Detection with Interacting Markov Chain Monte Carlo”,
IEEE International Conference on Image Processing, Sep. 2013.
Santhoshkumar Sunderrajan, Niloufar Pourian, Mahmudul Hasan, Yingying Zhu, B.S. Manjunath and Amit Roy Chowdhury ,
“Discriminative Reranking based Video Object Retrieval”,
Trecvid Technical Report, 2012.
Mahmudul Hasan, Yingying Zhu, Santhoshkumar Sunderrajan, Niloufar Pourian, B.S. Manjunath and Amit Roy Chowdhury,
“Activity Analysis in Unconstrained Surveillance Videos”,
Trecvid Technical Report, 2012.
B. Andres, J. Yarkony, B. S. Manjunath, S. Kirchhoff, E. Turetken, C. C. Fowlkes and H. Pfister,
“Segmenting Planar Superpixel Adjacency Graphs w.r.t. Non-planar Superpixel Affinity Graphs”,
International Conference on Energy Minimization Methods in Computer Vision and Pattern Recognition, Aug. 2013.
Vignesh Jagadeesh, James Anderson, Bryan Jones, Robert Marc, Steven K Fisher and B.S Manjunath,
“Synapse Classification and Localization in Electron Micrographs”,
Pattern Recognition Letters, vol. 43, pp. 17-24, Nov. 2013.
R.H.J. Fick, D. Fedorov, A.H.K. Roeder and B.S. Manjunath,
“Simultaneous cell tracking and image alignment in 3D CLSM imagery of growing Arabidopsis thaliana sepals”,
10th International Symposium on Biomedical Imaging (ISBI), pp. 914-917, Apr. 2013.
Vignesh Jagadeesh, James Anderson, Bryan Jones, Robert Marc, Steven Fisher and B.S. Manjunath,
“Robust Segmentation based Tracing using an Adaptive Wrapper for Inducing Priors”,
IEEE Transactions on Image Processing, vol. 22, no. 12, pp. 4952-4963, Dec. 2013.
Santhoshkumar Sunderrajan and B.S.Manjunath,
“Multiple View Discriminative Appearance Modeling with IMCMC for Distributed Tracking”,
International Conference on Distributed Smart Cameras, Oct. 2013.
Santhoshkumar Sunderrajan, Jiejun Xu and B.S.Manjunath,
“Context-Aware Graph Modeling for Object Search and Retrieval in a Wide Area Camera Network”,
International Conference on Distributed Smart Cameras, Oct. 2013.
Dhilung Kirat, Lakshmanan Nataraj, Giovanni Vigna and B.S. Manjunath,
“SigMal: A Static Signal Processing Based Malware Triage”,
Annual Computer Security Applications Conference (ACSAC), Dec. 2013.
Thomas Kuo, Santhoshkumar Sunderrajan, and B.S. Manjunath,
“Camera Alignment using Trajectory Intersections in Unsynchronized Videos”,
IEEE International Conference on Computer Vision, Sydney, Dec. 2013.
A. Jammalamadaka, S. Banerjee, B.S. Manjunath and K. Kosik,
“Statistical analysis of dendritic spine distributions in rat hippocampal cultures”,
BMC Bioinformatics, vol. 14, no. 287, Oct. 2013.
S. Karthikeyan, Vignesh Jagadeesh, Renuka Shenoy, Miguel Eckstein and B.S. Manjunath,
“From Where and How to What We See”,
IEEE International Conference on Computer Vision, Sydney, Dec. 2013.
Niloufar Pourian, B.S. Manjunath,
“Retrieval of Images with Objects of Specific Size, Location, and Spatial Configuration”,
IEEE Winter Conference on Applications of Computer Vision, Waikoloa, HI, Jan. 2015.
Ninad S Thakoor, Le An, Bir Bhanu, Santhoshkumar Sunderrajan, B.S. Manjunath,
“ People Tracking in Camera Networks: Three Open Questions”,
IEEE Computer, vol. 48, no. 3, pp. 78-86, Mar. 2015.
S. Karthikeyan, Thuyen Ngo, Miguel Eckstein and B.S. Manjunath,
“Eye tracking assisted extraction of attentionally important objects from videos”,
IEEE International Conference on Computer Vision and Pattern Recognition, Boston, MA, Jun. 2015.
Carlos Torres, Scott D. Hammond, Jeffrey C. Fried, B. S. Manjunath,
“Sleep Pose Recognition in an ICU Using Multimodal Data and Environmental Feedback”,
International Conference on Computer Vision Systems, vol. 9163, pp. 56-66, Copenhagen, Denmark, Jun. 2015.
A. M. Rahimi, R.J. Miller, D.V. Fedorov, S. Sunderrajan, B.M. Doheny, H.M. Page, B.S. Manjunath,
“Marine Biodiversity Classification Using Dropout Regularization”,
2014 ICPR Workshop on Computer Vision for Analysis of Underwater Imagery (CVAUI),, pp. 80-87, Stockholm, Aug. 2014.
A. M. Rahimi, L. Nataraj, B.S. Manjunath,
“Features We trust!”,
International Conference on Image Processing, pp. 3476-80, Quebec City, Canada, Sep. 2015.
Lakshmanan Nataraj, B.S. Manjunath,
“SPAM: Signal Processing to Analyze Malware”,
IEEE Signal Processing Magazine, vol. 33, no. 2, pp. 105-117, Mar. 2016.
Carlos Torres, Jeffrey C. Fried, Kenneth Rose, B. S. Manjunath,
“Deep Eye-CU (DECU): Summarization of Patient Motion in the ICU”,
ECCV 2016 Workshop on Assistive Computer Vision and Robotics, pp. 178-194, Amsterdam, Netherlands, Oct. 2016.
S. Sunderrajan and B. S. Manjunath,
“Context-aware hypergraph modeling for re-identification and summarization”,
IEEE Transactions on Multimedia, vol. 18, pp. 51-63, Jan. 2016.
Amir M Rahimi, R Ruschel, BS Manjunath,
“UAV Sensor Fusion with Latent Dynamic Conditional Random Fields in Coronal Plane Estimation”,
IEEE International Conference on Computer Vision and Pattern Recognition, Las Vegas, NV, Jun. 2016.
Archith J Bency, Heesung Kwon, H Lee, S Karthikeyan, B.S. Manjunath,
“Weakly supervised localization using deep feature maps”,
Proc. European Conference on Computer Vision, pp. 714-731, Amsterdam, Netherlands, Oct. 2016.
Archith J. Bency, Swati Rallapalli, Raghu K. Ganti, Mudhakar Srivatsa, and B. S. Manjunath,
“Beyond Spatial Auto-Regressive Models: Predicting Housing Prices with Satellite Imagery”,
IEEE Winter Conference on Applications of Computer Vision 2017, pp. 320-329, Santa Rosa, CA, Mar. 2017.
Archith John Bency, S. Karthikeyan, Carter De Leo, Santhoshkumar Sunderrajan, and B. S. Manjunath,
“Search Tracker: Human-derived object tracking in-the-wild through large-scale search and retrieval”,
IEEE Transactions Circuits and Systems for Video Technology, vol. 27, no. 8, pp. 1803-14, Aug. 2017.
Jason Bunk, Jawadul H. Bappy, Tajuddin Manhar Mohammed, Lakshmanan Nataraj, Arjuna Flenner, B.S. Manjunath, Shivkumar Chandrasekaran, Amit K. Roy-Chowdhury, and Lawrence Peterson ,
“Detection and Localization of Image Forgeries using Resampling Features and Deep Learning”,
IEEE CVPR Workshop on Media Forensics, Hawaii, Jul. 2017.
Thuyen Ngo, B.S. Manjunath,
“Saccade Gaze Prediction Using a Recurrent Neural Network”,
IEEE International Conference on Image Processing, Beijing, China, Sep. 2017.
Carlos Torres, Archith J. Bency, Jeffrey C. Fried, B. S. Manjunath,
“RAM: Role Representation and Identification from combined Appearance and Activity Maps”,
Proc. 11th International Conference on Distributed Smart Cameras, Stanford, California, Sep. 2017.
D.V. Fedorov, K.G. Kvilekval, B.S. Manjunath, B. Doheny, S. Sampson, R.J. Miller D.V. Fedorov, K.G. Kvilekval, B.S. Manjunath, B. Doheny, S. Sampson, R.J. Miller,
“Deep learning for all:  managing and analyzing underwater and remote sensing imagery on the web using BisQue”,
3rd Workshop on Automated Analysis of Video Data for Wildlife Surveillance, Santa Rosa, CA, Mar. 2017.
D.V. Fedorov, K.G. Kvilekval, B. Dhoheney, S. Simpson, R. J. Miller add B.S. Manjunath,
“Bisque: cloud-based system for management, annotation, visualization, analysis and data mining of underwater and remote sensing imagery”,
Ocean Sciences Meeting, New Orleans, LA, Feb. 2016.
C. Torres, J. C. Fried, K. Rose and B. S. Manjunath,
“A Multiview Multimodal System for Monitoring Patient Sleep”,
IEEE Tran. Multimedia, May. 2018.
Oytun Ulutan, Benjamin Riggan, Nasser Nasrabadi, B.S. Manjunath,
“A Bilinear Model for Person Detection in Multi-Modal Data”,
IEEE Winter Conf. on Applications of Computer Vision (WACV 2018), March 12-14, 2018, Lake Tahoe, NV/CA, Lake Tahoe, CA, Mar. 2018.
Oytun Ulutan, Swati Rallapalli, Mudhakar Srivatsa, B.S. Manjunath,
“Actor Conditioned Attention Maps for Video Action Detection”,
The IEEE Winter Conference on Applications of Computer Vision,2020,527--536, Colorado, USA, Jan. 2020.
O. Ulutan, A.S.M. Iftekhar, B.S. Manjunath,
“VSGNet: Spatial Attention Network for Detecting Human-Object Interactions using Graph Convolutions”,
CVPR 2020, Seattle , Jun. 2020.
Po-Yu Kao, Shailja, Jiaxiang Jiang, Angela Zhang, Amil Khan, Jefferson W Chen, BS Manjunath,
“Improving Patch-Based Convolutional Neural Networks for MRI Brain Tumor Segmentation by Leveraging Location Information”,
Frontiers in Neuroscience, Mar. 2020.
Devendra K. Jangid, Neal R. Brodnik, Amil Khan, McLean P. Echlin, Tresa M. Pollock, Sam Daly, B.S. Manjunath,
“3DMaterialGAN: Learning 3D Shape Representation from Latent Space for Materials Science Applications”,
arXiv, Jul. 2020.
Devendra K. Jangid, Neal R. Brodnik, Amil Khan, Michael G. Goebel, McLean P. Echlin, Tresa M. Pollock, Samantha H. Daly & B. S. Manjunath ,
“3D Grain Shape Generation in Polycrystals Using Generative Adversarial Networks”,
Integrating Materials and Manufacturing Innovation, Jan. 2022.
Devendra K Jangid, Neal R Brodnik, Michael G Goebel, Amil Khan, SaiSidharth Majeti, McLean P Echlin, Samantha H Daly, Tresa M Pollock, BS Manjunath,
“Adaptable physics-based super-resolution for electron backscatter diffraction maps”,
NPJ Computational Materials, Dec. 2022.
Devendra K. Jangid, Neal R. Brodnik, McLean P. Echlin, Tresa M. Pollock, Samantha H. Daly, B.S. Manjunath,
“Q-RBSA: High-Resolution 3D EBSD Map Generation Using An Efficient Quaternion Transformer Network”,
Mar. 2023.
Devendra Kumar Jangid, Neal R Brodnik, McLean P Echlin, Samantha Daly, Tresa Pollock, B.S. Manjunath,
“Titanium 3D Microstructure for Physics-based Generative Models: A Dataset and Primer”,
International Conference on Machine Learning Workshop, Hawaii, USA, Aug. 2023.

Work In Press (available for review)

Lakshmanan Nataraj, S Karthikeyan, B.S. Manjunath,
“SATTVA: SpArsiTy inspired classificaTion of malware VAriants”,
ACM Workshop on Information Hiding and Multimedia Security (IH and MMSEC), Portland, Oregon, Jun. 2015.
Niloufar Pourian, S. Karthikeyan, B.S. Manjunath,
“Search and Retrieval of Multi-modal Data Associated with Image-parts”,
International Conference on Image Processing, Sep. 2015.
Po-Yu Kao, Eduardo Rojas, Jefferson W. Chen, Angela Zhang, B. S. Manjunath,
“Unsupervised 3-D Feature Learning for Mild Traumatic Brain Injury”,
International Workshop on Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain Injuries, pp. 282-290, Athens, Greece, Oct. 2016.
Dmitry Fedorov, B.S. Manjunath, Christian Lang, Kristiam Kvilekval,
“Scalable Image Informatics”,
Academic Press Library in Signal Processing, vol. 6, no. Chapter 9, Sep. 2017.
Po-Yu Kao, Thuyen Ngo, Angela Zhang, Jefferson W. Chen, B.S. Manjunath,
“Brain Tumor Segmentation and Tractographic Feature Extraction from Structural MR Images for Overall Survival Prediction”,
4th International Workshop, BrainLes 2018, Held in Conjunction with MICCAI 2018, Nov. 2018.
Jiaxiang Jiang, Po-Yu Kao, Samuel A. Belteton, Daniel B. Szymanski, B.S. Manjunath,
“Accurate 3D Cell Segmentation using Deep Feature and CRF Refinement”,
ICIP 2019, Taipei, Taiwan, Sep. 2019.
Po-Yu Kao, Angela Zhang, Michael Goebel, Jefferson W. Chen, and B.S. Manjunath,
“Predicting Fluid Intelligence of Children using T1-weighted MR Images and a StackNet”,
arXiv, 1904.07387, Apr. 2019.
Po-Yu Kao, Jefferson W. Chen, B.S. Manjunath,
“Predicting Clinical Outcome of Stroke Patients with Tractographic Feature”,
Sep. 2019.
Satish Kumar, Carlos Torres, Oytun Ulutan, Alana Ayasse, Dar Roberts, B. S. Manjunath,
“Deep Remote Sensing Methods for Methane Detection in Overhead Hyperspectral Imagery”,
The IEEE Winter Conference on Applications of Computer Vision (WACV) 2020, Mar. 2020.
de Melo Celso, Rothrock Brandon, Gurram Prudhvi, Ulutan Oytun, Manjunath B.S.,
“Robot Control Gestures (RoCoG)”,
Sep. 2020.
R. Austin McEver, Bowen Zhang, Connor Levenson, A S M Iftekhar, B.S. Manjunath,
“Context-Driven Detection of Invertebrate Species in Deep-Sea Video ”,
CVPR Workshop, New Orleans, LA, Jun. 2022.

Work Submitted (available for review)

Angela Zhang, Po-Yu Kao, Ashutosh Shelat, Ronald Sahyouni, Jefferson Chen, B.S. Manjunath,
“Fully Automated Volumetric Classification in CT Scans for Diagnosis and Analysis of Normal Pressure Hydrocephalus”,
arXiv, 1901.09088, Jan. 2019.
Jiaxiang Jiang, Po-Yu Kao, S. A. Belteton, D. B. Szymanski, B. S. Manjunath,
“Accurate 3D Cell Segmentation Using Deep Feature and CRF Refinement”,
IEEE International Conference on Image Processing (ICIP) 2019, Sep. 2019.

In Progress

Po-Yu Kao, Jefferson W. Chen, B.S. Manjunath,
“Improving 3D U-Net for Brain Tumor Segmentation by Utilizing Lesion Prior”,
arXiv.org, Sep. 2019.