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Baochang Zhang

Machine Learning and Visual Perception


2019. X, 190 S. 100 b/w ill., 50 b/w tbl. 240 mm
Verlag/Jahr: DE GRUYTER; TSINGHUA UNIVERSITY PRESS 2019
ISBN: 3-11-059553-2 (3110595532)
Neue ISBN: 978-3-11-059553-6 (9783110595536)

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Machine Learning and Visual Perception provides an up-to-date overview on the topic, including the PAC model, decision tree, Bayesian learning, support vector machines, AdaBoost, compressive sensing and so on.Both classic and novel algorithms are introduced in classifier design, face recognition, deep learning, time series recognition, image classification, and object detection.
Baochang Zhang, Beihang University, Beijing, China