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Retrieved Entries: 41 [» Advanced search reports]

2015

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: We present a novel framework for querying multi-modal data from a heterogeneous database containing images, textual tags, and GPS coordinates. We construct a bi-layer graph structure using localized i ... more
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: An approach to image retrieval using spatial configurations is presented. The goal is to search the database for images that contain similar objects (image-patches) with a given configuration, size an ... more

2014

  1. 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.
    [abstract] [BibTex]
    Abstract preview: Camera network systems generate large volumes of potentially useful data, but extracting value from multiple, related videos can be a daunting task for a human reviewer. Multicamera video summarizatio ... more

2012

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Image ranking has long been studied, yet it remains a very challenging problem. Increasingly, online images come with additional metadata such as user annotations and geographic coordinates. They prov ... more
  2. S. Karthikeyan, Felix Fernandes, Zhan Ma, PoLin Lai, Ankur Saxena,
    “Perceptual Similarity based Robust Low-Complexity Video Fingerprinting”,
    International Conference on Acoustics, Speech and Signal Processing (ICASSP), Kyoto, Japan, Mar. 2012.
    [abstract] [PDF] [BibTex]
    Abstract preview: In this paper, we present a novel video fingerprinting algorithm which leverages the concept of perceptual similarity between different video sequences. Inspired by the popular structural similarity ( ... more

2010

  1. Lakshmanan Nataraj, Gregoire Jacob, B.S.Manjunath,
    “Detecting Packed Executables based on Raw Binary Data”,
    VRL, ECE, University of California, Santa Barbara, Jun. 2010.
    [abstract] [PDF] [BibTex]
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: We present an efficient and accurate method for duplicate video detection in a large database using video fingerprints. We have empirically chosen the Color Layout Descriptor, a compact and robust fra ... more
  3. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Unlimited vocabulary annotation of multimedia documents remains elusive despite progress solving the problem in the case of a small, fixed lexicon. Taking advantage of the repetitive nature of modern ... more
  4. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Motivation: Advances in the field of microscopy have brought about the need for better image management and analysis solutions. Novel imaging techniques have created vast stores of images and metadata ... more

2008

  1. Xavier Anguera, JieJun Xu and Nuria Oliver,
    “Multimodal Photo Annotation and Retrieval on a Mobile Phone”,
    ACM International Conference on Multimedia Information Retrieval (MIR2008), Vancouver, Canada, Oct. 2008.
    [abstract] [PDF] [BibTex]
    Abstract preview: Mobile phones are becoming multimedia devices. It is common to observe users capturing photos and videos on their mobile phones on a regular basis. As the amount of digital multimedia content expands, ... more
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Geographically referenced, or "geo-tagged", photo data sets offer tantalizing potential for automated knowledge discovery in the world. By combining tag reranking based on geographic context ... more
  3. Anindya Sarkar, Vishwakarma Singh, Pratim Ghosh, B. S. Manjunath and Ambuj Singh,
    “Discussion of a Pruning Scheme for Top-K Retrievals Among Vector Quantizer Encoded Signatures”,
    VRL, ECE, University of California, Santa Barbara, Apr. 2008.
    [abstract] [PDF] [BibTex]
    Abstract preview: The problem we are considering here is duplicate video detection. We have a database of N videos and we store compact signatures, called fingerprints, for each of them. When a query video is presented ... more

2007

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: The Vision Research Lab at the University of California at Santa Barbara participated in three TRECVID 2007 tasks: rushes summarization, high level feature extraction, and search. This paper describes ... more
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: We propose an image duplicate detection method for identifying modified copies of the same image in a very large database. Modifications that we consider include rotation, scaling and cropping. A comp ... more
  3. Elisa Drelie Gelasca, Joriz De Guzman, Steffen Gauglitz, Pratim Ghosh, JieJun Xu, Emily Moxley, Amir M. Rahimi, Zhiqiang Bi and B. S. Manjunath,
    “CORTINA: Searching a 10 Million + Images Database”,
    VRL, ECE, University of California, Santa Barbara, Sep. 2007.
    [abstract] [PDF] [BibTex]
    Abstract preview: We present an image search and retrieval system, Cortina, that indexes over 10 Million images using image content, text and annotations. This large collection of image data, gathered from the World Wi ... more
  4. S.K. Fisher, M.R. Verardo, J. Byun, G.P. Lewis, G. Luna, S. Kjellstrom and P. Sieving,
    “Reduced glial hypertrophy and increased neuronal reactivity following retinal detachment in mice deficient in GFAP and vimentin.”,
    Center for Bio-Image Informatics,, University of California, Santa Barbara, 2007.
    [abstract] [BibTex]
  5. V. Singh, A. Bhattacharya, A. K. Singh, C. Banna, G. P. Lewis and S. K. Fisher,
    “QUIP: Querying Significant Patterns from Image Databases”,
    Center for Bio-Image Informatics, UCSB, 2007.
    [abstract] [PDF] [BibTex]
    Abstract preview: Images have become an extremely important dataset in many areas of science including biology, geography and astronomy due to their ability to reveal spatial information not immediately available from ... more
  6. A. Bhattacharya and S. C. Feinstein and A. LeBoeuf and S. Levy and A. K. Singh and L. Wilson,
    “A General Modeling and Visualization Tool for Comparing Different Members of a Group: Application to Understanding Tau-Mediated Regulation of Microtubule Dynamics”,
    Center for Bio-Image Informatics, UCSB, 2007.
    [abstract] [BibTex]

2006

  1. Vebjorn Ljosa and Ambuj K. Singh,
    “Probabilistic Segmentation and Analysis of Horizontal Cells”,
    2006 IEEE International Conference on Data Mining (ICDM), pp. 980-985, Dec. 2006.
    [abstract] [PDF] [BibTex]
    Abstract preview: Because images of neurons show interweaved processes from multiple cells, it is hard to determine which pixels belong to each cell, and consequently to analyze the images automatically. To manage thes ... more
  2. A. Bhattacharya and A. K. Singh,
    “Prediction of Growth Parameters of In Vitro Microtubules in Association with Different Isoforms of Tau”,
    Workshop on Multiscale Biological Imaging, Data Mining & Informatics, pp. 53-54, Santa Barbara, CA, USA, Sep. 2006.
    [abstract] [BibTex]
  3. Vebjorn Ljosa and Ambuj K. Singh,
    “Probabilistic segmentation of horizontal cells”,
    Workshop on multiscale biological imaging, data mining & informatics, pp. 39-40, Sep. 2006.
    [abstract] [PDF] [BibTex]
    Abstract preview: We propose a novel segmentation algorithm that can segment confocal micrographs of horizontal cells. A unique aspect of the algorithm is that it produces a probabilistic mask, or pmask, which gives fo ... more
  4. S. K. Fisher, M. R. Verardo, J. Byun, G. P. Lewis, G. Luna, S. Kjellstrom, and P. Sieving,
    “Retinal Changes Following Experimental Retinal Detachment In The Retinoschisin Knockout Mouse”,
    Invest Ophthalmol Vision Science 2006;47: Association for Research in Vision and Ophthalmology (ARVO) EAbstract 1538, Fort Lauderdale, Florida, Apr. 2006.
    [abstract] [BibTex]
    Abstract preview: Purpose: The retinoschisin knockout (RSKO) mouse is a model for the human disease of X-linked retinoschisis in which congenital delamination occurs through multiple retinal layers. A possible treatmen ... more

2004

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Recent advances in processing and networking capabilities of computers have led to an accumulation of immense amounts of multimedia data such as images. One of the largest repositories for such data i ... more
  2. Jelena Tešic,
    “Managing Large-scale Multimedia Repositories”,
    Ph.D. Thesis, University of California, Santa Barbara, Sep. 2004.
    [abstract] [PDF] [BibTex]
    Abstract preview: Capturing and organizing vast volumes of images, such as scientific and medical data, requires new information processing techniques for context of pattern recognition and data mining. In content base ... more
  3. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Information technology research has played a significant role in the genomics revolution over the past decade, from aiding with large-scale sequence assembly to automating gene identification to effic ... more
  4. Till Quack,
    “Cortina: A System for Large-scale, Content-based Web Image Retrieval and the Semantics within”,
    Master's Thesis, Swiss Federal Institute of Technology Zurich, University of California at Santa Barbara, Apr. 2004.
    [abstract] [PDF] [BibTex]
    Abstract preview: Recent advances in processing and networking capabilities of computers have led to an accumulation of immense amounts of multimedia data such as images. One of the largest repositories for such data i ... more
  5. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: PURPOSE. To develop a digital library of immunofluorescence images of vertebrate retina. The long-term objective is to provide new imaging and information processing technologies allowing the creation ... more

2000

  1. 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.
    [abstract] [PDF] [BibTex]

1999

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: We present here an implementation of NeTra, a prototype image retrieval system that uses color, texture, shape and spatial location information in segmented image regions to search and retrieve simila ... more

1998

  1. J. F. Winkeler and B. S. Manjunath,
    “Incremental Evolution in Genetic Programming”,
    Third Annual Conference on Genetic Programming, pp. 403-411, Jul. 1998.
    [abstract] [PDF] [BibTex]
    Abstract preview: This paper presents a study of different methods of using incremental evolution with genetic programming. Incremental evolution begins with a population already trained for a simpler but related task. ... more
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Creation of digital iamge and video libraries poses several interesting and challenging problems. New tools are needed for managing such as multimedia content. These include methods to search, retriev ... more
  3. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: The management of images, video, and in general, multi- media data, is an improtant issue in the design of digital libraries. In particular, the following problems stand out: efficient storage, fast r ... more

1996

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: In our previous work, we have developed a rate-dis-tortion (R-D) modeling framework H.263 video coding by introducing the new concepts of characteristic rate curves and rate curve decomposition. In th ... more
  2. 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.
    [abstract] [PDF] [BibTex]

1995

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: This paper suggests a wavelet transform based multiresolution approach as a viable solution to the problems of storage, retrieval and browsing in a large image database. We also investigate the perf ... more
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: The Alexandria Digital Library (ADL) is focused on providing broad access to distributed collections of spatially-indexed information. ADL has a four-component architecture involving collections, c ... more
  3. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: In this paper we combine image feature extraction with indexing techniques for efficient retrieval in large texture images databases. A 2D image signal is processed using a set of Gabor filters to der ... more

1994

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Efficient retrieval of information from image and other multimedia databases if an important and challenging problem. Among techniques developed for this purpose, query by example is the most effecti ... more
  2. 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.
    [abstract] [BibTex]

1992

  1. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Feature detection is a fundamental issue in many intermediate level vision problems such as stereo, motion correspondence, image registration, etc. In this paper a new approach to feature detection i ... more
  2. 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.
    [abstract] [PDF] [BibTex]
    Abstract preview: Face represent one of the most common visual patterns in our environment, and humans have a remarkable ability to recognize faces. Face recognition does not fit into the traditional approaches of mod ... more