Deep learning in computer vision : principles and applications /: principles and applications. (2020)
- Record Type:
- Book
- Title:
- Deep learning in computer vision : principles and applications /: principles and applications. (2020)
- Main Title:
- Deep learning in computer vision : principles and applications
- Further Information:
- Note: Edited by M. Hassaballah and Ali Ismail Awad.
- Editors:
- Hassaballah, Mahmoud
Awad, Ali Ismail - Contents:
- Chapter 1 Accelerating the CNN Inference on FPGAs [Kamel Abdelouahab, Maxime Pelcat, and François Berry] Chapter 2 Object Detection with Convolutional Neural Networks [Kaidong Li, Wenchi Ma, Usman Sajid, Yuanwei Wu, and Guanghui Wang] Chapter 3 Efficient Convolutional Neural Networks for Fire Detection in Surveillance Applications [Khan Muhammad, Salman Khan, and Sung Wook Baik] Chapter 4 A Multi-biometric Face Recognition System Based on Multimodal Deep Learning Representations [Alaa S. Al-Waisy, Shumoos Al-Fahdawi, and Rami Qahwaji] Chapter 5 Deep LSTM-Based Sequence Learning Approaches for Action and Activity Recognition [Amin Ullah, Khan Muhammad, Tanveer Hussain, Miyoung Lee, and Sung Wook Baik] Chapter 6 Deep Semantic Segmentation in Autonomous Driving [Hazem Rashed, Senthil Yogamani, Ahmad El-Sallab, Mahmoud Hassaballah, and Mohamed ElHelw] Chapter 7 Aerial Imagery Registration Using Deep Learning for UAV Geolocalization [Ahmed Nassar, and Mohamed ElHelw] Chapter 8 Applications of Deep Learning in Robot Vision [Javier Ruiz-del-Solar and Patricio Loncomilla] Chapter 9 Deep Convolutional Neural Networks: Foundations and Applications in Medical Imaging [Mahmoud Khaled Abd-Ellah, Ali Ismail Awad, Ashraf A. M. Khalaf, and Hesham F. A. Hamed] Chapter 10 Lossless Full-Resolution Deep Learning Convolutional Networks for Skin Lesion Boundary Segmentation [Mohammed A. Al-masni, Mugahed A. Al-antari, and Tae-Seong Kim] Chapter 11 Skin Melanoma Classification Using DeepChapter 1 Accelerating the CNN Inference on FPGAs [Kamel Abdelouahab, Maxime Pelcat, and François Berry] Chapter 2 Object Detection with Convolutional Neural Networks [Kaidong Li, Wenchi Ma, Usman Sajid, Yuanwei Wu, and Guanghui Wang] Chapter 3 Efficient Convolutional Neural Networks for Fire Detection in Surveillance Applications [Khan Muhammad, Salman Khan, and Sung Wook Baik] Chapter 4 A Multi-biometric Face Recognition System Based on Multimodal Deep Learning Representations [Alaa S. Al-Waisy, Shumoos Al-Fahdawi, and Rami Qahwaji] Chapter 5 Deep LSTM-Based Sequence Learning Approaches for Action and Activity Recognition [Amin Ullah, Khan Muhammad, Tanveer Hussain, Miyoung Lee, and Sung Wook Baik] Chapter 6 Deep Semantic Segmentation in Autonomous Driving [Hazem Rashed, Senthil Yogamani, Ahmad El-Sallab, Mahmoud Hassaballah, and Mohamed ElHelw] Chapter 7 Aerial Imagery Registration Using Deep Learning for UAV Geolocalization [Ahmed Nassar, and Mohamed ElHelw] Chapter 8 Applications of Deep Learning in Robot Vision [Javier Ruiz-del-Solar and Patricio Loncomilla] Chapter 9 Deep Convolutional Neural Networks: Foundations and Applications in Medical Imaging [Mahmoud Khaled Abd-Ellah, Ali Ismail Awad, Ashraf A. M. Khalaf, and Hesham F. A. Hamed] Chapter 10 Lossless Full-Resolution Deep Learning Convolutional Networks for Skin Lesion Boundary Segmentation [Mohammed A. Al-masni, Mugahed A. Al-antari, and Tae-Seong Kim] Chapter 11 Skin Melanoma Classification Using Deep Convolutional Neural Networks [Khalid M. Hosny, Mohamed A. Kassem, and Mohamed M. Foaud] … (more)
- Edition:
- 1st
- Publisher Details:
- Boca Raton : CRC Press
- Publication Date:
- 2020
- Extent:
- 1 online resource, illustrations (black and white, and colour)
- Subjects:
- 006.37
Computer vision
Machine learning - Languages:
- English
- ISBNs:
- 9781351003803
9781351003810
9781351003797
9781351003827 - Related ISBNs:
- 9781138544420
- Notes:
- Note: Includes bibliographical references and index.
Note: Description based on CIP data; resource not viewed. - Access Rights:
- Legal Deposit; Only available on premises controlled by the deposit library and to one user at any one time; The Legal Deposit Libraries (Non-Print Works) Regulations (UK).
- Access Usage:
- Restricted: Printing from this resource is governed by The Legal Deposit Libraries (Non-Print Works) Regulations (UK) and UK copyright law currently in force.
- View Content:
- Available online (eLD content is only available in our Reading Rooms) ↗
- Physical Locations:
- British Library HMNTS - ELD.DS.510732
- Ingest File:
- 03_089.xml