Deep learning in computer vision : principles and applications

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Titel
Deep learning in computer vision principles and applications
verantwortlich
Hassaballah, Mahmoud (HerausgeberIn); Awad, Ali Ismail (HerausgeberIn)
Ausgabe
1st
veröffentlicht
Boca Raton: CRC Press, 2020
Erscheinungsjahr
2020
Teil von
Digital imaging and computer vision series
Medientyp
E-Book
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British Library Catalogue
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245 0 0 |a Deep learning in computer vision  |b principles and applications  |c edited by M. Hassaballah and Ali Ismail Awad 
250 |a 1st 
264 1 |a Boca Raton  |b CRC Press  |c 2020 
300 |a 1 online resource :  |b illustrations (black and white, and colour). 
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490 0 |a Digital imaging and computer vision series 
504 |a Includes bibliographical references and index. 
588 |a Description based on CIP data; resource not viewed. 
505 0 |a <P>Chapter 1 Accelerating the CNN Inference on FPGAs</P><I><P>[Kamel Abdelouahab, Maxime Pelcat, and François Berry]</P></I><P>Chapter 2 Object Detection with Convolutional Neural Networks</P><I><P>[Kaidong Li, Wenchi Ma, Usman Sajid, Yuanwei Wu, and</P><P>Guanghui Wang]</P></I><P>Chapter 3<B> </B>Efficient Convolutional Neural Networks for Fire Detection in</P><P>Surveillance Applications</P><I><P>[Khan Muhammad, Salman Khan, and Sung Wook Baik]</P></I><P>Chapter 4<B> </B>A Multi-biometric Face Recognition System Based on</P><P>Multimodal Deep Learning Representations</P><I><P>[Alaa S. Al-Waisy, Shumoos Al-Fahdawi, and Rami Qahwaji]</P></I><P>Chapter 5<B> </B>Deep LSTM-Based Sequence Learning Approaches for Action</P><P>and Activity Recognition</P><I><P>[Amin Ullah, Khan Muhammad, Tanveer Hussain,</P><P>Miyoung Lee, and Sung Wook Baik]</P></I><P>Chapter 6<B> </B>Deep Semantic Segmentation in Autonomous Driving</P><I><P>[Hazem Rashed, Senthil Yogamani, Ahmad El-Sallab,</P><P>Mahmoud Hassaballah, and Mohamed ElHelw]</P></I><P>Chapter 7<B> </B>Aerial Imagery Registration Using Deep Learning for</P><P>UAV Geolocalization</P><I><P>[Ahmed Nassar, and Mohamed ElHelw]</P></I><P>Chapter 8<B> </B>Applications of Deep Learning in Robot Vision</P><I><P>[Javier Ruiz-del-Solar and Patricio Loncomilla]</P></I><P>Chapter 9<B> </B>Deep Convolutional Neural Networks: Foundations and</P><P>Applications in Medical Imaging</P><I><P>[Mahmoud Khaled Abd-Ellah, Ali Ismail Awad,</P><P>Ashraf A. M. Khalaf, and Hesham F. A. Hamed]</P></I><P>Chapter 10<B> </B>Lossless Full-Resolution Deep Learning Convolutional</P><P>Networks for Skin Lesion Boundary Segmentation</P><I><P>[Mohammed A. Al-masni, Mugahed A. Al-antari, and Tae-Seong Kim]</P></I><P>Chapter 11<B> </B>Skin Melanoma Classification Using Deep Convolutional</P><P>Neural Networks</P><I><P>[Khalid M. Hosny, Mohamed A. Kassem, and Mohamed M. Foaud]</P></I> 
650 0 |a Computer vision. 
650 0 |a Machine learning. 
700 1 |a Hassaballah, Mahmoud  |e editor. 
700 1 |a Awad, Ali Ismail  |e editor. 
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contents <P>Chapter 1 Accelerating the CNN Inference on FPGAs</P><I><P>[Kamel Abdelouahab, Maxime Pelcat, and François Berry]</P></I><P>Chapter 2 Object Detection with Convolutional Neural Networks</P><I><P>[Kaidong Li, Wenchi Ma, Usman Sajid, Yuanwei Wu, and</P><P>Guanghui Wang]</P></I><P>Chapter 3<B> </B>Efficient Convolutional Neural Networks for Fire Detection in</P><P>Surveillance Applications</P><I><P>[Khan Muhammad, Salman Khan, and Sung Wook Baik]</P></I><P>Chapter 4<B> </B>A Multi-biometric Face Recognition System Based on</P><P>Multimodal Deep Learning Representations</P><I><P>[Alaa S. Al-Waisy, Shumoos Al-Fahdawi, and Rami Qahwaji]</P></I><P>Chapter 5<B> </B>Deep LSTM-Based Sequence Learning Approaches for Action</P><P>and Activity Recognition</P><I><P>[Amin Ullah, Khan Muhammad, Tanveer Hussain,</P><P>Miyoung Lee, and Sung Wook Baik]</P></I><P>Chapter 6<B> </B>Deep Semantic Segmentation in Autonomous Driving</P><I><P>[Hazem Rashed, Senthil Yogamani, Ahmad El-Sallab,</P><P>Mahmoud Hassaballah, and Mohamed ElHelw]</P></I><P>Chapter 7<B> </B>Aerial Imagery Registration Using Deep Learning for</P><P>UAV Geolocalization</P><I><P>[Ahmed Nassar, and Mohamed ElHelw]</P></I><P>Chapter 8<B> </B>Applications of Deep Learning in Robot Vision</P><I><P>[Javier Ruiz-del-Solar and Patricio Loncomilla]</P></I><P>Chapter 9<B> </B>Deep Convolutional Neural Networks: Foundations and</P><P>Applications in Medical Imaging</P><I><P>[Mahmoud Khaled Abd-Ellah, Ali Ismail Awad,</P><P>Ashraf A. M. Khalaf, and Hesham F. A. Hamed]</P></I><P>Chapter 10<B> </B>Lossless Full-Resolution Deep Learning Convolutional</P><P>Networks for Skin Lesion Boundary Segmentation</P><I><P>[Mohammed A. Al-masni, Mugahed A. Al-antari, and Tae-Seong Kim]</P></I><P>Chapter 11<B> </B>Skin Melanoma Classification Using Deep Convolutional</P><P>Neural Networks</P><I><P>[Khalid M. Hosny, Mohamed A. Kassem, and Mohamed M. Foaud]</P></I>
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spelling Deep learning in computer vision principles and applications edited by M. Hassaballah and Ali Ismail Awad, 1st, Boca Raton CRC Press 2020, 1 online resource : illustrations (black and white, and colour)., text rdacontent, still image rdacontent, computer rdamedia, online resource rdacarrier, Digital imaging and computer vision series, Includes bibliographical references and index., Description based on CIP data; resource not viewed., <P>Chapter 1 Accelerating the CNN Inference on FPGAs</P><I><P>[Kamel Abdelouahab, Maxime Pelcat, and François Berry]</P></I><P>Chapter 2 Object Detection with Convolutional Neural Networks</P><I><P>[Kaidong Li, Wenchi Ma, Usman Sajid, Yuanwei Wu, and</P><P>Guanghui Wang]</P></I><P>Chapter 3<B> </B>Efficient Convolutional Neural Networks for Fire Detection in</P><P>Surveillance Applications</P><I><P>[Khan Muhammad, Salman Khan, and Sung Wook Baik]</P></I><P>Chapter 4<B> </B>A Multi-biometric Face Recognition System Based on</P><P>Multimodal Deep Learning Representations</P><I><P>[Alaa S. Al-Waisy, Shumoos Al-Fahdawi, and Rami Qahwaji]</P></I><P>Chapter 5<B> </B>Deep LSTM-Based Sequence Learning Approaches for Action</P><P>and Activity Recognition</P><I><P>[Amin Ullah, Khan Muhammad, Tanveer Hussain,</P><P>Miyoung Lee, and Sung Wook Baik]</P></I><P>Chapter 6<B> </B>Deep Semantic Segmentation in Autonomous Driving</P><I><P>[Hazem Rashed, Senthil Yogamani, Ahmad El-Sallab,</P><P>Mahmoud Hassaballah, and Mohamed ElHelw]</P></I><P>Chapter 7<B> </B>Aerial Imagery Registration Using Deep Learning for</P><P>UAV Geolocalization</P><I><P>[Ahmed Nassar, and Mohamed ElHelw]</P></I><P>Chapter 8<B> </B>Applications of Deep Learning in Robot Vision</P><I><P>[Javier Ruiz-del-Solar and Patricio Loncomilla]</P></I><P>Chapter 9<B> </B>Deep Convolutional Neural Networks: Foundations and</P><P>Applications in Medical Imaging</P><I><P>[Mahmoud Khaled Abd-Ellah, Ali Ismail Awad,</P><P>Ashraf A. M. Khalaf, and Hesham F. A. Hamed]</P></I><P>Chapter 10<B> </B>Lossless Full-Resolution Deep Learning Convolutional</P><P>Networks for Skin Lesion Boundary Segmentation</P><I><P>[Mohammed A. Al-masni, Mugahed A. Al-antari, and Tae-Seong Kim]</P></I><P>Chapter 11<B> </B>Skin Melanoma Classification Using Deep Convolutional</P><P>Neural Networks</P><I><P>[Khalid M. Hosny, Mohamed A. Kassem, and Mohamed M. Foaud]</P></I>, Computer vision., Machine learning., Hassaballah, Mahmoud editor., Awad, Ali Ismail editor., Print version : 9781138544420, ELD ebook, British Library HMNTS DRT ELD.DS.510732
spellingShingle Deep learning in computer vision: principles and applications, <P>Chapter 1 Accelerating the CNN Inference on FPGAs</P><I><P>[Kamel Abdelouahab, Maxime Pelcat, and François Berry]</P></I><P>Chapter 2 Object Detection with Convolutional Neural Networks</P><I><P>[Kaidong Li, Wenchi Ma, Usman Sajid, Yuanwei Wu, and</P><P>Guanghui Wang]</P></I><P>Chapter 3<B> </B>Efficient Convolutional Neural Networks for Fire Detection in</P><P>Surveillance Applications</P><I><P>[Khan Muhammad, Salman Khan, and Sung Wook Baik]</P></I><P>Chapter 4<B> </B>A Multi-biometric Face Recognition System Based on</P><P>Multimodal Deep Learning Representations</P><I><P>[Alaa S. Al-Waisy, Shumoos Al-Fahdawi, and Rami Qahwaji]</P></I><P>Chapter 5<B> </B>Deep LSTM-Based Sequence Learning Approaches for Action</P><P>and Activity Recognition</P><I><P>[Amin Ullah, Khan Muhammad, Tanveer Hussain,</P><P>Miyoung Lee, and Sung Wook Baik]</P></I><P>Chapter 6<B> </B>Deep Semantic Segmentation in Autonomous Driving</P><I><P>[Hazem Rashed, Senthil Yogamani, Ahmad El-Sallab,</P><P>Mahmoud Hassaballah, and Mohamed ElHelw]</P></I><P>Chapter 7<B> </B>Aerial Imagery Registration Using Deep Learning for</P><P>UAV Geolocalization</P><I><P>[Ahmed Nassar, and Mohamed ElHelw]</P></I><P>Chapter 8<B> </B>Applications of Deep Learning in Robot Vision</P><I><P>[Javier Ruiz-del-Solar and Patricio Loncomilla]</P></I><P>Chapter 9<B> </B>Deep Convolutional Neural Networks: Foundations and</P><P>Applications in Medical Imaging</P><I><P>[Mahmoud Khaled Abd-Ellah, Ali Ismail Awad,</P><P>Ashraf A. M. Khalaf, and Hesham F. A. Hamed]</P></I><P>Chapter 10<B> </B>Lossless Full-Resolution Deep Learning Convolutional</P><P>Networks for Skin Lesion Boundary Segmentation</P><I><P>[Mohammed A. Al-masni, Mugahed A. Al-antari, and Tae-Seong Kim]</P></I><P>Chapter 11<B> </B>Skin Melanoma Classification Using Deep Convolutional</P><P>Neural Networks</P><I><P>[Khalid M. Hosny, Mohamed A. Kassem, and Mohamed M. Foaud]</P></I>, Computer vision., Machine learning.
title Deep learning in computer vision: principles and applications
title_auth Deep learning in computer vision principles and applications
title_full Deep learning in computer vision principles and applications edited by M. Hassaballah and Ali Ismail Awad
title_fullStr Deep learning in computer vision principles and applications edited by M. Hassaballah and Ali Ismail Awad
title_full_unstemmed Deep learning in computer vision principles and applications edited by M. Hassaballah and Ali Ismail Awad
title_short Deep learning in computer vision
title_sort deep learning in computer vision principles and applications
title_sub principles and applications
topic Computer vision., Machine learning.
topic_facet Computer vision., Machine learning.