EAN: 9783319074153

Bilder-Quelle: discount24.de - Sport-Freizeit

This Springer Brief represents a comprehensive review of information theoretic methods for robust recognition. A variety of information theoretic methods have been proffered in the past decade in a large variety of computer vision applications this work brings them together attempts to impart the theory optimization and usage of information entropy. The authors resort to a new information theoretic concept correntropy as a robust measure and apply it to solve robust face recognition and object recognition problems. For computational efficiency the brief introduces the additive and multiplicative forms of half-quadratic optimization to efficiently minimize entropy problems and a two-stage sparse presentation framework for large scale recognition problems. It also describes the strengths and deficiencies of different robust measures in solving robust recognition problems.

Produktinformationen zuletzt aktualisiert am
07.05.2025 um 05:06 Uhr

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