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Filtering by: Subject Image processing -- Mathematics Remove constraint Subject: Image processing -- Mathematics Advisor Dietterich, Thomas G. Remove constraint Advisor: Dietterich, Thomas G.

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  • Three methods for estimating subpixel cover fractions in coarse resolution imagery

    Creator:
    Damon, Diane L.
    Abstract:
    Coarse resolution imagery, such as that produced by the MODIS instrument, poses the challenge of estimating sub-pixel proportions of di erent land cover types. This problem is di cult because of the variety and variability of vegetation within individual pixels. This thesis describes and compares two existing algorithms for estimating...
    Resource Type:
    Masters Thesis
    Full Text:
    Image Processing Workbench. PhD thesis, Boston University, 2001. [21] Pauwels, V. R. N. and Wood, E. F

  • Demosaicking of color images by means of conditional random fields

    Creator:
    Kelm, Bernd Michael
    Abstract:
    Modern digital still cameras are equipped with just a single CCD for color image acquisition. Since only one spectral band can be recorded in each pixel, a mosaic of red, green and blue color filters is placed in front of the chip. The process of subsequently calculating a full color...
    Resource Type:
    Masters Thesis

  • Image features and learning algorithms for biological, generic and social object recognition

    Creator:
    Zhang, Wei
    Abstract:
    Automated recognition of object categories in images is a critical step for many real-world computer vision applications. Interest region detectors and region descriptors have been widely employed to tackle the variability of objects in pose, scale, lighting, texture, color, and so on. Different types of object recognition problems usually require...
    Resource Type:
    Dissertation
    Full Text:
    and Computer Engineering on March 16, 2009. Title: Image Features and Learning Algorithms for