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Retrieved Entries: 37 [» Advanced search reports]

2006

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: We propose the use of texture motifs, or characteristic spatially recurrent patterns for modeling and detecting geospatial objects. A method is proposed for learning a texture motif model from object ... more

2005

  1. Gang Wu, Amir Rahimi, Kingshy Goh, Tomy Tsai, Ankur Jain, Yi Wu, Edward Y. Chang and Yuan-fang Wang,
    “Identifying color in motion in video sensors”,
    Computer Vision and Pattern Recognition (CVPR), 2005.
    [abstract] [BibTex]

2004

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: A fundamental challenge in applying texture features to statistical object modeling is recognizing differently oriented spatial patterns. Rows of moored boats in remote sensed images of harbors should ... more
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: We describe recent research into using the visual primitive of texture to analyze and manage large collections of remote sensed image and video data. Texture is regarded as the spatial dependence of p ... more

2003

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Texture remains largely underutilized in the analysis of remote sensed datasets compared to descriptors based on the orthogonal spectral dimension. This paper describes our recent efforts towards usin ... more
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Texture has been recognized as an important visual prim-itive in image analysis. A widely used texture descrip-tor, which is part of the MPEG-7 standard, is that com-puted using multiscale Gabor filte ... more
  3. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: This work presents a novel approach to object localization in complex imagery. In particular, the spatial extents of objects characterized by distinct spatial signatures at multiple scales are estimat ... more

2002

  1. 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.
    [abstract] [BibTex]
  2. 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.
    [abstract] [BibTex]
  3. 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.
    [abstract] [BibTex]
  4. 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.
    [abstract] [BibTex]
  5. 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.
    [abstract] [BibTex]

2001

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: A new method for unsupervised segmentation of color-texture regions in images and video is presented. This method, which we refer to as JSEG, consists of two independent steps: color quantization a ... more
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: MPEG7 standardization work has started with the aims of providing fundamental tools for describing multimedia contents. MPEG7 defines the syntax and semantics of descriptors and description schemes so ... more
  3. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: This paper presents an overview of color and texture descriptors that have been approved for the Final Committee Draft of the MPEG-7 standard. The color and texture descriptors that are described in t ... more
  4. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: A compact color descriptor and an efficient indexing method for this descriptor are presented. The target application is similarity retrieval in large image databases using color. Colors in a given re ... more
  5. 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.
    [abstract] [BibTex]

2000

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Image texture is useful in image browsing, search and retrieval. A texture descriptor based on a multiresolution decomposition using Gabor wavelets is proposed. The descriptor consists of two parts: ... more

1999

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Image texture is an important visual primitive in image search and retrieval applications. To characterize texture information of images, a texture descriptor is proposed to capture both the perceptua ... more
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: A method of rotation-invariant texture classification based on a complete space-frequency model is introduced. A polar, analytic form of a two-dimensional (2-D) Gabor wavelet is developed, and a multi ... more
  3. B. S. Manjunath and R. Chellappa,
    “Image Texture”,
    Encyclopedia of Electrical and Electronics Engineering, J. G. Webster (editor), John Wiley & Sons, 1999.
    [abstract] [BibTex]

1998

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: A texture-based image retrieval system for browsing large-scale aerial photographs is presented. The salient components of this system include texture feature extraction, image segmentation and grou ... more

1997

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: We present an implementation of a system for content- based search and retrieval of video based on low-level vision features. Currently the system consists of three parts, automatic video partition, f ... more
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: During the past few years several interesting applications of eigenspace representation of images have been proposed. These include face recognition, video coding, and pose estimation. However, the ... more
  3. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Currently there are quite a few image retrieval systems that use color and texture as features to search images. However, by using global features these methods retrieve results that often do not ma ... more

1996

  1. B. S. Manjunath and W.Y. Ma,
    “Texture features for browsing and retrieval of image data (Derivation of the Gabor Filter Dictionary parameters)”,
    for PAMI - Special issue on Digital Libraries, vol. 18, no. 8, pp. 837-842, Aug. 1996.
    [abstract] [PDF] [BibTex]
    Abstract preview: Derivation of the Gabor Filter Dictionary parameters
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Image content based retrieval is emerging as an important research area with application to digital libraries and multimedia databases. The focus or this paper is on the image processing aspects and i ... more
  3. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: This paper addresses two important issues related to texture pattern retrieval: feature extraction and similarity search. A Gabor feature representation for textured images is proposed, and its perfo ... more
  4. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Image feature detection is a fundamental issue in many intermediate level vision problems such as stereo, motion correspondence, image registration, and object recognition. In this paper we present ... more
  5. 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.
    [abstract] [BibTex]

1995

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: A method of rotation invariant texture classification based on a joint space-frequency model is introduced. Multiresolution filters, based on a truly analytic form of a polar 2-D gabor wavelet, are u ... more
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: A comparison of different wavelet transform based texture features for content based search and retrieval is music. These include the conventional orthogoanl and bi-orthogonal wavelet transforms, tree ... more
  3. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: We propose a new method for indexing large image databases. The method incorporates neural network learning algorithms and pattern recognition techniques to construct an image pattern dictionary. Im ... more

1993

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: A model consisting of a multistage system which extracts and groups salient features in the image at different spatial scales (or frequencies) is used. In the first stage, a Gabor wavelet decomposit ... more

1992

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: An important goal of early vision is to transform the intensity data to a representation more suitable for further processing. Examples of such transformations include obtaining depth information fro ... more
  2. 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.
    [abstract] [BibTex]

1991

  1. B.S. Manjunath, P.B. Chou and R.S Jaffe,
    “Optical Detection of Defects in Semiconductor Wafers Using Technical Artificial Neural Networks”,
    Unpublished IBM Internal Report, Aug. 1991.
    [abstract] [BibTex]