Download E-books Applied Graph Theory in Computer Vision and Pattern Recognition PDF

By Walter G. Kropatsch, Yll Haxhimusa, Adrian Ion (auth.), Prof. Abraham Kandel, Prof. Dr. Horst Bunke, Dr. Mark Last (eds.)

This ebook will function a origin for numerous valuable purposes of graph thought to machine imaginative and prescient, development attractiveness, and comparable components. It covers a consultant set of novel graph-theoretic tools for complicated laptop imaginative and prescient and trend popularity projects. the 1st a part of the publication offers the appliance of graph concept to low-level processing of electronic photographs similar to a brand new approach for partitioning a given picture right into a hierarchy of homogeneous parts utilizing graph pyramids, or a research of the connection among graph conception and electronic topology. half II offers graph-theoretic studying algorithms for high-level laptop imaginative and prescient and development acceptance functions, together with a survey of graph dependent methodologies for development popularity and desktop imaginative and prescient, a presentation of a chain of computationally effective algorithms for trying out graph isomorphism and comparable graph matching initiatives in development attractiveness and a brand new graph distance degree for use for fixing graph matching difficulties. ultimately, half III presents specific descriptions of a number of functions of graph-based the way to real-world trend acceptance projects. It contains a serious assessment of the most graph-based and structural tools for fingerprint class, a brand new approach to visualize time sequence of graphs, and power purposes in desktop community tracking and irregular occasion detection.

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