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Human Re-Identification

Human Re-Identification

Hardcover

Series: Multimedia Systems and Applications

General ComputersNetworkingProgramming

ISBN10: 3319409905
ISBN13: 9783319409900
Publisher: Springer
Published: Sep 15 2016
Pages: 104
Weight: 0.77
Height: 0.31 Width: 6.14 Depth: 9.21
Language: English
This book covers aspects of human re-identification problems related to computer vision and machine learning. Working from a practical perspective, it introduces novel algorithms and designs for human re-identification that bridge the gap between research and reality. The primary focus is on building a robust, reliable, distributed and scalable smart surveillance system that can be deployed in real-world scenarios. This book also includes detailed discussions on pedestrian candidates detection, discriminative feature extraction and selection, dimension reduction, distance/metric learning, and decision/ranking enhancement.This book is intended for professionals and researchers working in computer vision and machine learning. Advanced-level students of computer science will also find the content valuable.

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