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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