Multimodal Scene Understanding

<p>1. Introduction to Multimodal Scene Understanding<br>Michael Ying Yang, Bodo Rosenhahn and Vittorio Murino<br>2. Multi-modal Deep Learning for Multi-sensory Data Fusion<br>Asako Kanezaki, Ryohei Kuga, Yusuke Sugano and Yasuyuki Matsushita<br>3. Multi-Modal Semantic Segmentation: Fusion of RGB and Depth Data in Convolutional Neural Networks<br>Zoltan Koppanyi, Dorota Iwaszczuk, Bing Zha, Can Jozef Saul, Charles K. Toth and Alper Yilmaz<br>4. Learning Convolutional Neural Networks for Object Detection with very little Training Data<br>Christoph Reinders, Hanno Ackermann, Michael Ying Yang and Bodo Rosenhahn<br>5. Multi-modal Fusion Architectures for Pedestrian Detection<br>Dayan Guan, Jiangxin Yang, Yanlong Cao, Michael Ying Yang and Yanpeng Cao<br>6. ThermalGAN: Multimodal Color-to-Thermal Image Translation for Person Re-Identification in Multispectral Dataset<br>Vladimir A. Knyaz and Vladimir V. Kniaz<br>7. A Review and Quantitative Evaluation of Direct Visual-Inertia Odometry<br>Lukas von Stumberg, Vladyslav Usenko and Daniel Cremers<br>8. Multimodal Localization for Embedded Systems: A Survey<br>Imane Salhi, Martyna Poreba, Erwan Piriou, Valerie Gouet-Brunet and Maroun Ojail<br>9. Self-Supervised Learning from Web Data for Multimodal Retrieval<br>Raul Gomez, Lluis Gomez, Jaume Gibert and Dimosthenis Karatzas<br>10. 3D Urban Scene Reconstruction and Interpretation from Multi-sensor Imagery<br>Hai Huang, Andreas Kuhn, Mario Michelini, Matthais Schmitz and Helmut Mayer<br>11. Decision Fusion of Remote Sensing Data for Land Cover Classification<br>Arnaud Le Bris, Nesrine Chehata, Walid Ouerghemmi, Cyril Wendl, Clement Mallet, Tristan Postadjian and Anne Puissant<br>12. Cross-modal learning by hallucinating missing modalities in RGB-D vision<br>Nuno Garcia, Pietro Morerio and Vittorio Murino</p>