Binary Neural Networks: Algorithms, Architectures, and Applications (Multimedia Computing, Communication and Intelligence) by Baochang Zhang, Sheng Xu, Mingbao Lin English | December 13, 2023 | ISBN: 103245248X | 203 pages | MOBI | 9.23 Mb
"Visual Object Tracking with Deep Neural Networks" ed. by Pier Luigi Mazzeo, Srinivasan Ramakrishnan, Paolo Spagnolo ITExLi | 2019 | ISBN: 1789851580 9781789851588 1789851572 9781789851571 1789851424 9781789851427 | 184 pages | PDF | 36 MB
This volume is dedicated to visual object tracking (VOT) and face recognition (FR) and presents the state-of-the-art and new algorithms, methods, and systems of these research fields by using deep learning.
Guide to Convolutional Neural Networks: A Practical Application to Traffic-Sign Detection and Classification by Hamed Habibi Aghdam English | EPUB(True) | 2017 | 303 Pages | ISBN : 331957549X | 9.5 MB
This must-read text/reference introduces the fundamental concepts of convolutional neural networks (ConvNets), offering practical guidance on using libraries to implement ConvNets in applications of traffic sign detection and classification. The work presents techniques for optimizing the computational efficiency of ConvNets, as well as visualization techniques to better understand the underlying processes.