Open Daily: 10am - 10pm | Alley door pickup 10am - 7pm 3038 Hennepin Ave Minneapolis, MN
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  • Open Daily: 10am - 10pm
    Alley-side Pickup: 10am - 7pm

    3038 Hennepin Ave Minneapolis, MN
    612-822-4611

Open Daily: 10am - 10pm | Alley-side Pickup: 10am - 7pm
3038 Hennepin Ave Minneapolis, MN
612-822-4611
Fusion in Computer Vision: Understanding Complex Visual Content

Fusion in Computer Vision: Understanding Complex Visual Content

Ionescu, Bogdan
Benois-Pineau, Jenny
Piatrik, Tomas

Hardcover

Series: Advances in Computer Vision and Pattern Recognition

DatabasesGeneral ComputersProgramming

ISBN10: 3319056956
ISBN13: 9783319056951
Publisher: Springer
Published: Apr 10 2014
Pages: 272
Weight: 1.55
Height: 0.80 Width: 6.00 Depth: 9.20
Language: English
This book presents a thorough overview of fusion in computer vision, from an interdisciplinary and multi-application viewpoint, describing successful approaches, evaluated in the context of international benchmarks that model realistic use cases. Features: examines late fusion approaches for concept recognition in images and videos; describes the interpretation of visual content by incorporating models of the human visual system with content understanding methods; investigates the fusion of multi-modal features of different semantic levels, as well as results of semantic concept detections, for example-based event recognition in video; proposes rotation-based ensemble classifiers for high-dimensional data, which encourage both individual accuracy and diversity within the ensemble; reviews application-focused strategies of fusion in video surveillance, biomedical information retrieval, and content detection in movies; discusses the modeling of mechanisms of human interpretation of complex visual content.

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