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Bioimage informatics: recent advances and challenges

Published: 29 March 2010 Publication History

Abstract

I will talk about information processing challenges in the context of microscopy images, and issues/challenges that the multimedia/information retrieval communities can help address. Recent advances in microscopy imaging have resulted in large volumes of image and video data, with most of the analysis still done manually and in a qualitative manner. Manual analysis is not only time intensive but often is not reproducible as well. Further, there is little, if any, database support to manage these image/video collections, to store, search and retrieve image related information within an integrated framework. I will illustrate the challenges with some recent problems that we are trying to tackle at UCSB's Center for Bio-Image Informatics.

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  1. Bioimage informatics: recent advances and challenges

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    cover image ACM Conferences
    MIR '10: Proceedings of the international conference on Multimedia information retrieval
    March 2010
    600 pages
    ISBN:9781605588155
    DOI:10.1145/1743384

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    Association for Computing Machinery

    New York, NY, United States

    Publication History

    Published: 29 March 2010

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    Author Tags

    1. annotation
    2. bioinformatics
    3. computer vision
    4. image processing
    5. search and retrieval

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    MIR '10
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    MIR '10: International Conference on Multimedia Information Retrieval
    March 29 - 31, 2010
    Pennsylvania, Philadelphia, USA

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