02518nam a2200301 4500 8356 8356 21865 BD-DhUAP 20230810153815.0 191212s2020 flua b 001 0 eng 9781138544420 (hardback ; acid-free paper) 9781351003827 (ebook) 9781032242859 DLC Eng BD-DhUAP BD-DhUAP BD-DhUAP 006.3 DEE 23 Deep learning in computer vision : principles and applications / edited by M. Hassaballah and Ali Ismail Awad. First edition. Boca Raton : CRC Press/Taylor and Francis, [2020] xvi, 322 pages : illustrations ; 24 cm. Digital imaging and computer vision Includes bibliographical references and index. "Deep learning algorithms have brought a revolution to the computer vision community by introducing non-traditional and efficient solutions to several image-related problems that had long remained unsolved or partially addressed. This book presents a collection of eleven chapters where each individual chapter explains the deep learning principles of a specific topic, introduces reviews of up-to-date techniques, and presents research findings to the computer vision community. The book covers a broad scope of topics in deep learning concepts and applications such as accelerating the convolutional neural network inference on field-programmable gate arrays, fire detection in surveillance applications, face recognition, action and activity recognition, semantic segmentation for autonomous driving, aerial imagery registration, robot vision, tumor detection, and skin lesion segmentation as well as skin melanoma classification. The content of this book has been organized such that each chapter can be read independently from the others. The book is a valuable companion for researchers, postgraduate and possibly senior undergraduate students who are taking an advanced course in related topics, and for those who are interested in deep learning with applications in computer vision, image processing, and pattern recognition"-- Provided by publisher. Computer vision. Machine learning. Deep learning (Machine learning) Hassaballah, Mahmoud, editor. Awad, Ali Ismail, editor. Online version: Deep learning in computer vision First edition. Boca Raton, FL : CRC Press/Taylor and Francis, 2020. ddc BK 0 0 ddc 0 0 UAPCL UAPCL General Stacks 2023-08-10 006.3 DEE 3010021865 2023-08-10 1 5030.00 2023-08-10 BK 0 0 ddc 0 0 UAPCL UAPCL General Stacks 2023-08-10 2 006.3 DEE 3010021866 2025-01-11 2024-12-28 2024-12-28 2 5030.00 2023-08-10 BK