Fusion in Computer Vision: Understanding Complex Visual - download pdf or read online

By Bogdan Ionescu,Jenny Benois-Pineau,Tomas Piatrik,Georges Quénot

This ebook offers a radical review of fusion in laptop imaginative and prescient, from an interdisciplinary and multi-application point of view, describing profitable techniques, evaluated within the context of overseas benchmarks that version sensible use circumstances. good points: examines past due fusion ways for thought attractiveness in pictures and video clips; describes the translation of visible content material by way of incorporating types of the human visible method with content material figuring out equipment; investigates the fusion of multi-modal positive aspects of other semantic degrees, in addition to result of semantic suggestion detections, for example-based occasion popularity in video; proposes rotation-based ensemble classifiers for high-dimensional info, which motivate either person accuracy and variety in the ensemble; reports application-focused ideas of fusion in video surveillance, biomedical details retrieval, and content material detection in videos; discusses the modeling of mechanisms of human interpretation of complicated visible content.

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Fusion in Computer Vision: Understanding Complex Visual Content (Advances in Computer Vision and Pattern Recognition) by Bogdan Ionescu,Jenny Benois-Pineau,Tomas Piatrik,Georges Quénot

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