Ausgabe 5/2020
Inhalt (25 Artikel)
Refractive Two-View Reconstruction for Underwater 3D Vision
François Chadebecq, Francisco Vasconcelos, René Lacher, Efthymios Maneas, Adrien Desjardins, Sébastien Ourselin, Tom Vercauteren, Danail Stoyanov
The Unmanned Aerial Vehicle Benchmark: Object Detection, Tracking and Baseline
Hongyang Yu, Guorong Li, Weigang Zhang, Qingming Huang, Dawei Du, Qi Tian, Nicu Sebe
Special Issue on Deep Learning for Robotic Vision
Anelia Angelova, Gustavo Carneiro, Niko Sünderhauf, Jürgen Leitner
Curriculum Model Adaptation with Synthetic and Real Data for Semantic Foggy Scene Understanding
Dengxin Dai, Christos Sakaridis, Simon Hecker, Luc Van Gool
Semi-supervised Semantic Mapping Through Label Propagation with Semantic Texture Meshes
Radu Alexandru Rosu, Jan Quenzel, Sven Behnke
Self-Supervised Model Adaptation for Multimodal Semantic Segmentation
Abhinav Valada, Rohit Mohan, Wolfram Burgard
SeDAR: Reading Floorplans Like a Human—Using Deep Learning to Enable Human-Inspired Localisation
Oscar Mendez, Simon Hadfield, Nicolas Pugeault, Richard Bowden
Cognitive Mapping and Planning for Visual Navigation
Saurabh Gupta, Varun Tolani, James Davidson, Sergey Levine, Rahul Sukthankar, Jitendra Malik
Deep Multicameral Decoding for Localizing Unoccluded Object Instances from a Single RGB Image
Matthieu Grard, Emmanuel Dellandréa, Liming Chen
Correction to: Model-Based Robot Imitation with Future Image Similarity
A. Wu, A. J. Piergiovanni, M. S. Ryoo
Special Issue on Generating Realistic Visual Data of Human Behavior
Xavier Alameda-Pineda, Elisa Ricci, Albert Ali Salah, Nicu Sebe, Shuicheng Yan
Adversarial Framework for Unsupervised Learning of Motion Dynamics in Videos
C. Spampinato, S. Palazzo, P. D’Oro, D. Giordano, M. Shah
Realistic Speech-Driven Facial Animation with GANs
Konstantinos Vougioukas, Stavros Petridis, Maja Pantic
A Weakly Supervised Multi-task Ranking Framework for Actor–Action Semantic Segmentation
Yan Yan, Chenliang Xu, Dawen Cai, Jason J. Corso
Masked Linear Regression for Learning Local Receptive Fields for Facial Expression Synthesis
Nazar Khan, Arbish Akram, Arif Mahmood, Sania Ashraf, Kashif Murtaza
Deep Neural Network Augmentation: Generating Faces for Affect Analysis
Dimitrios Kollias, Shiyang Cheng, Evangelos Ververas, Irene Kotsia, Stefanos Zafeiriou
Towards High Fidelity Face Frontalization in the Wild
Jie Cao, Yibo Hu, Hongwen Zhang, Ran He, Zhenan Sun
Generating Human Action Videos by Coupling 3D Game Engines and Probabilistic Graphical Models
César Roberto de Souza, Adrien Gaidon, Yohann Cabon, Naila Murray, Antonio Manuel López
DGPose: Deep Generative Models for Human Body Analysis
Rodrigo de Bem, Arnab Ghosh, Thalaiyasingam Ajanthan, Ondrej Miksik, Adnane Boukhayma, N. Siddharth, Philip Torr