Multimodal Scene Understanding : Algorithms, Applications and Deep Learning /: Algorithms, Applications and Deep Learning. (2019)
- Record Type:
- Book
- Title:
- Multimodal Scene Understanding : Algorithms, Applications and Deep Learning /: Algorithms, Applications and Deep Learning. (2019)
- Main Title:
- Multimodal Scene Understanding : Algorithms, Applications and Deep Learning
- Further Information:
- Note: Michael Ying Yang, Bodo Rosenhahn, Villorio Murino.
- Other Names:
- Yang, Michael Ying
Rosenhahn, Bodo
Murino, Vittorio - Contents:
- 1. Introduction to Multimodal Scene Understanding Michael Ying Yang, Bodo Rosenhahn and Vittorio Murino 2. Multi-modal Deep Learning for Multi-sensory Data Fusion Asako Kanezaki, Ryohei Kuga, Yusuke Sugano and Yasuyuki Matsushita 3. Multi-Modal Semantic Segmentation: Fusion of RGB and Depth Data in Convolutional Neural Networks Zoltan Koppanyi, Dorota Iwaszczuk, Bing Zha, Can Jozef Saul, Charles K. Toth and Alper Yilmaz 4. Learning Convolutional Neural Networks for Object Detection with very little Training Data Christoph Reinders, Hanno Ackermann, Michael Ying Yang and Bodo Rosenhahn 5. Multi-modal Fusion Architectures for Pedestrian Detection Dayan Guan, Jiangxin Yang, Yanlong Cao, Michael Ying Yang and Yanpeng Cao 6. ThermalGAN: Multimodal Color-to-Thermal Image Translation for Person Re-Identification in Multispectral Dataset Vladimir A. Knyaz and Vladimir V. Kniaz 7. A Review and Quantitative Evaluation of Direct Visual-Inertia Odometry Lukas von Stumberg, Vladyslav Usenko and Daniel Cremers 8. Multimodal Localization for Embedded Systems: A Survey Imane Salhi, Martyna Poreba, Erwan Piriou, Valerie Gouet-Brunet and Maroun Ojail 9. Self-Supervised Learning from Web Data for Multimodal Retrieval Raul Gomez, Lluis Gomez, Jaume Gibert and Dimosthenis Karatzas 10. 3D Urban Scene Reconstruction and Interpretation from Multi-sensor Imagery Hai Huang, Andreas Kuhn, Mario Michelini, Matthais Schmitz and Helmut Mayer 11. Decision Fusion of Remote Sensing Data for Land Cover1. Introduction to Multimodal Scene Understanding Michael Ying Yang, Bodo Rosenhahn and Vittorio Murino 2. Multi-modal Deep Learning for Multi-sensory Data Fusion Asako Kanezaki, Ryohei Kuga, Yusuke Sugano and Yasuyuki Matsushita 3. Multi-Modal Semantic Segmentation: Fusion of RGB and Depth Data in Convolutional Neural Networks Zoltan Koppanyi, Dorota Iwaszczuk, Bing Zha, Can Jozef Saul, Charles K. Toth and Alper Yilmaz 4. Learning Convolutional Neural Networks for Object Detection with very little Training Data Christoph Reinders, Hanno Ackermann, Michael Ying Yang and Bodo Rosenhahn 5. Multi-modal Fusion Architectures for Pedestrian Detection Dayan Guan, Jiangxin Yang, Yanlong Cao, Michael Ying Yang and Yanpeng Cao 6. ThermalGAN: Multimodal Color-to-Thermal Image Translation for Person Re-Identification in Multispectral Dataset Vladimir A. Knyaz and Vladimir V. Kniaz 7. A Review and Quantitative Evaluation of Direct Visual-Inertia Odometry Lukas von Stumberg, Vladyslav Usenko and Daniel Cremers 8. Multimodal Localization for Embedded Systems: A Survey Imane Salhi, Martyna Poreba, Erwan Piriou, Valerie Gouet-Brunet and Maroun Ojail 9. Self-Supervised Learning from Web Data for Multimodal Retrieval Raul Gomez, Lluis Gomez, Jaume Gibert and Dimosthenis Karatzas 10. 3D Urban Scene Reconstruction and Interpretation from Multi-sensor Imagery Hai Huang, Andreas Kuhn, Mario Michelini, Matthais Schmitz and Helmut Mayer 11. Decision Fusion of Remote Sensing Data for Land Cover Classification Arnaud Le Bris, Nesrine Chehata, Walid Ouerghemmi, Cyril Wendl, Clement Mallet, Tristan Postadjian and Anne Puissant 12. Cross-modal learning by hallucinating missing modalities in RGB-D vision Nuno Garcia, Pietro Morerio and Vittorio Murino … (more)
- Publisher Details:
- Cambridge, MA : Elsevier Ltd Academic Press
- Publication Date:
- 2019
- Extent:
- 1 online resource
- Subjects:
- 006.3
Engineering
Artificial intelligence
Algorithms
Computational intelligence
Electronic books - Languages:
- English
- ISBNs:
- 9780128173596
0128173599 - Related ISBNs:
- 9780128173589
- Notes:
- Note: Includes bibliographical references and index.
Note: Online resource; title from PDF file page (EBSCO, viewed July 22, 2019). - 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.441049
- Ingest File:
- 02_566.xml