000			02309nam a22003017i 4500
005			20250819204025.0
008			250805s2020 flua|||fr|||| 001 0 eng d
020			_a9781032242859
040			_aEG-GaU‬‬ _cEG-GaU‬‬ _dEG-GaU‬‬ _erda
082	0	4	_223 _a006.37 _bD.E.E
245	1	0	_aDeep learning in computer vision : _bprinciples and applications / _cdited by Mahmoud Hassaballah, Ali Ismail Awad.
250			_aFirst edition.
264		1	_aBoca Raton, FL : _bCRC Press, _c2020.
300			_a322 pages : _billustrations ; _c23 cm.
336			_2rdacontent _atext _btxt
337			_2rdamedia _aunmediated _bn
338			_2rdacarrier _avolume _bnc
504			_aIncludes index.
505			_aChapter 1: Accelerating the CNN Inference on FPGAs -- Chapter 2: Object Detection with Convolutional Neural Networks -- Chapter 3: Efficient Convolutional Neural Networks for Fire Detection in Surveillance Applications -- Chapter 4: A Multi-biometric Face Recognition System Based on Multimodal Deep Learning Representations -- Chapter 5: Deep LSTM‑Based Sequence Learning Approaches for Action and Activity Recognition -- Chapter 6: Deep Semantic Segmentation in Autonomous Driving -- Chapter 7: Aerial Imagery Registration Using Deep Learning for UAV Geolocalization -- Chapter 8: Applications of Deep Learning in Robot Vision -- Chapter 9: Deep Convolutional Neural Networks: Foundations and Applications in Medical Imaging -- Chapter 10: Lossless Full‑Resolution Deep Learning Convolutional Networks for Skin Lesion Boundary Segmentation -- Chapter 11: Skin Melanoma Classification Using Deep Convolutional Neural Networks.
520			_aA collection of eleven focused chapters providing comprehensive coverage on how deep learning advances are applied to solve computer vision challenges—from accelerating CNN on FPGAs to medical imaging segmentation—designed as a valuable resource for researchers and graduate students.
650		0	_aDeep learning _xApplications in computer vision. _962899
650		0	_aComputer vision _xAlgorithms and applications. _962900
650		0	_aMedical imaging _xDeep learning. _962901
700	1		_aHassaballah, Mahmoud, _eeditor. _962902
700	1		_aAwad, Ali Ismail, _eeditor. _962903
942			_2ddc _cBK
999			_c12004 _d12004