Image Description and Retrieval
Kluwer Academic Pub, Jan 1, 1998 - Computers - 194 pages
With recent advances in multimedia technology, on-line libraries of digital images are assuming an ever increasing relevance within a wide range of information systems. Effective access to these archives requires not only conventional searching techniques based on keywords, but also content-based queries which allow visual features of data to be searched. This new comprehensive reference introduces the intricate science of implementing image modeling and retrieval based on the shape, on the color and texture, or on the spatial arrangement of imaged objects. Building on this introduction, six chapters by major research groups in the field detail and compare different modeling approaches.
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Image Modeling and Retrieval
Efficient and Effective Nearest Neighbor Search in
ShapeSimilarityBased Retrieval in Image Databases
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2D string representation 3-dimensional shape absolute spatial relationships algorithm angular indexing approach archiving color distribution color histogram color images color indexing color-texture columns combined 2D string Computer Vision defined diagonal matrix dimensional distance function encoded evaluation extended pseudo-2D string extended pseudo-symbolic pictures F-index FIBSSR Figure Geographic Information Systems GEP-2D string representation GEP-symbolic picture graph Gudivada histogram iconic indexing IEEE illuminant image databases Image Description Image Processing image retrieval image segmentation invariant left-of line drawing LISG Lower-Bounding matching Mathematical Morphology matrix method multimedia nearest neighbor objects overlaps partially similar shapes Pattern Recognition pattern spectrum pixels points Proc pseudo-2D string representation qualitative query feature query image query shape R-tree reduced symbolic picture represented respectively S. K. Chang scene semantic shape representation shape retrieval shape-based silhouette slot Spatial Access Methods spatial arrangement SPIE subpicture substrings super-symbol techniques texture features types vector visual weighted walkthroughs