Computer Vision – ECCV 2018: 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part X

Front Matter ....Pages I-XXXI
Front Matter ....Pages 1-1
 Bayesian Semantic Instance Segmentation in Open Set World  (Trung Pham, B. G. Vijay Kumar, Thanh-Toan Do, Gustavo Carneiro, Ian Reid)....Pages 3-18
 BOP: Benchmark for 6D Object Pose Estimation  (Tomáš Hodaň, Frank Michel, Eric Brachmann, Wadim Kehl, Anders Glent Buch, Dirk Kraft et al.)....Pages 19-35
 3D Vehicle Trajectory Reconstruction in Monocular Video Data Using Environment Structure Constraints  (Sebastian Bullinger, Christoph Bodensteiner, Michael Arens, Rainer Stiefelhagen)....Pages 36-51
 Pairwise Body-Part Attention for Recognizing Human-Object Interactions  (Hao-Shu Fang, Jinkun Cao, Yu-Wing Tai, Cewu Lu)....Pages 52-68
 Exploiting Temporal Information for 3D Human Pose Estimation  (Mir Rayat Imtiaz Hossain, James J. Little)....Pages 69-86
 Recovering 3D Planes from a Single Image via Convolutional Neural Networks  (Fengting Yang, Zihan Zhou)....Pages 87-103
 stagNet: An Attentive Semantic RNN for Group Activity Recognition  (Mengshi Qi, Jie Qin, Annan Li, Yunhong Wang, Jiebo Luo, Luc Van Gool)....Pages 104-120
 Learning Class Prototypes via Structure Alignment for Zero-Shot Recognition  (Huajie Jiang, Ruiping Wang, Shiguang Shan, Xilin Chen)....Pages 121-138
 CurriculumNet: Weakly Supervised Learning from Large-Scale Web Images  (Sheng Guo, Weilin Huang, Haozhi Zhang, Chenfan Zhuang, Dengke Dong, Matthew R. Scott et al.)....Pages 139-154
 DDRNet: Depth Map Denoising and Refinement for Consumer Depth Cameras Using Cascaded CNNs  (Shi Yan, Chenglei Wu, Lizhen Wang, Feng Xu, Liang An, Kaiwen Guo et al.)....Pages 155-171
 ELEGANT: Exchanging Latent Encodings with GAN for Transferring Multiple Face Attributes  (Taihong Xiao, Jiapeng Hong, Jinwen Ma)....Pages 172-187
 Dynamic Filtering with Large Sampling Field for ConvNets  (Jialin Wu, Dai Li, Yu Yang, Chandrajit Bajaj, Xiangyang Ji)....Pages 188-203
 Pose Guided Human Video Generation  (Ceyuan Yang, Zhe Wang, Xinge Zhu, Chen Huang, Jianping Shi, Dahua Lin)....Pages 204-219
 Characterizing Adversarial Examples Based on Spatial Consistency Information for Semantic Segmentation  (Chaowei Xiao, Ruizhi Deng, Bo Li, Fisher Yu, Mingyan Liu, Dawn Song)....Pages 220-237
 Joint Task-Recursive Learning for Semantic Segmentation and Depth Estimation  (Zhenyu Zhang, Zhen Cui, Chunyan Xu, Zequn Jie, Xiang Li, Jian Yang)....Pages 238-255
 Fast, Accurate, and Lightweight Super-Resolution with Cascading Residual Network  (Namhyuk Ahn, Byungkon Kang, Kyung-Ah Sohn)....Pages 256-272
 ExFuse: Enhancing Feature Fusion for Semantic Segmentation  (Zhenli Zhang, Xiangyu Zhang, Chao Peng, Xiangyang Xue, Jian Sun)....Pages 273-288
 NetAdapt: Platform-Aware Neural Network Adaptation for Mobile Applications  (Tien-Ju Yang, Andrew Howard, Bo Chen, Xiao Zhang, Alec Go, Mark Sandler et al.)....Pages 289-304
 Action Anticipation with RBF Kernelized Feature Mapping RNN  (Yuge Shi, Basura Fernando, Richard Hartley)....Pages 305-322
 A-Contrario Horizon-First Vanishing Point Detection Using Second-Order Grouping Laws  (Gilles Simon, Antoine Fond, Marie-Odile Berger)....Pages 323-338
 RT-GENE: Real-Time Eye Gaze Estimation in Natural Environments  (Tobias Fischer, Hyung Jin Chang, Yiannis Demiris)....Pages 339-357
 Unsupervised Class-Specific Deblurring  (Nimisha Thekke Madam, Sunil Kumar, A. N. Rajagopalan)....Pages 358-374
 The Unmanned Aerial Vehicle Benchmark: Object Detection and Tracking  (Dawei Du, Yuankai Qi, Hongyang Yu, Yifan Yang, Kaiwen Duan, Guorong Li et al.)....Pages 375-391
 Motion Feature Network: Fixed Motion Filter for Action Recognition  (Myunggi Lee, Seungeui Lee, Sungjoon Son, Gyutae Park, Nojun Kwak)....Pages 392-408
 Efficient Sliding Window Computation for NN-Based Template Matching  (Lior Talker, Yael Moses, Ilan Shimshoni)....Pages 409-424
 ADVIO: An Authentic Dataset for Visual-Inertial Odometry  (Santiago Cortés, Arno Solin, Esa Rahtu, Juho Kannala)....Pages 425-440
 Extending Layered Models to 3D Motion  (Dong Lao, Ganesh Sundaramoorthi)....Pages 441-457
 3DMV: Joint 3D-Multi-view Prediction for 3D Semantic Scene Segmentation  (Angela Dai, Matthias Nießner)....Pages 458-474
 FishEyeRecNet: A Multi-context Collaborative Deep Network for Fisheye Image Rectification  (Xiaoqing Yin, Xinchao Wang, Jun Yu, Maojun Zhang, Pascal Fua, Dacheng Tao)....Pages 475-490
 LAPRAN: A Scalable Laplacian Pyramid Reconstructive Adversarial Network for Flexible Compressive Sensing Reconstruction  (Kai Xu, Zhikang Zhang, Fengbo Ren)....Pages 491-507
 3D Face Reconstruction from Light Field Images: A Model-Free Approach  (Mingtao Feng, Syed Zulqarnain Gilani, Yaonan Wang, Ajmal Mian)....Pages 508-526
 “Factual” or “Emotional”: Stylized Image Captioning with Adaptive Learning and Attention  (Tianlang Chen, Zhongping Zhang, Quanzeng You, Chen Fang, Zhaowen Wang, Hailin Jin et al.)....Pages 527-543
 CPlaNet: Enhancing Image Geolocalization by Combinatorial Partitioning of Maps  (Paul Hongsuck Seo, Tobias Weyand, Jack Sim, Bohyung Han)....Pages 544-560
 ESPNet: Efficient Spatial Pyramid of Dilated Convolutions for Semantic Segmentation  (Sachin Mehta, Mohammad Rastegari, Anat Caspi, Linda Shapiro, Hannaneh Hajishirzi)....Pages 561-580
 MVTec D2S: Densely Segmented Supermarket Dataset  (Patrick Follmann, Tobias Böttger, Philipp Härtinger, Rebecca König, Markus Ulrich)....Pages 581-597
 U-PC: Unsupervised Planogram Compliance  (Archan Ray, Nishant Kumar, Avishek Shaw, Dipti Prasad Mukherjee)....Pages 598-613
 Recovering Accurate 3D Human Pose in the Wild Using IMUs and a Moving Camera  (Timo von Marcard, Roberto Henschel, Michael J. Black, Bodo Rosenhahn, Gerard Pons-Moll)....Pages 614-631
 Deep Bilevel Learning  (Simon Jenni, Paolo Favaro)....Pages 632-648
 Joint Optimization for Compressive Video Sensing and Reconstruction Under Hardware Constraints  (Michitaka Yoshida, Akihiko Torii, Masatoshi Okutomi, Kenta Endo, Yukinobu Sugiyama, Rin-ichiro Taniguchi et al.)....Pages 649-663
 Deforming Autoencoders: Unsupervised Disentangling of Shape and Appearance  (Zhixin Shu, Mihir Sahasrabudhe, Rıza Alp Güler, Dimitris Samaras, Nikos Paragios, Iasonas Kokkinos)....Pages 664-680
 ExplainGAN: Model Explanation via Decision Boundary Crossing Transformations  (Pouya Samangouei, Ardavan Saeedi, Liam Nakagawa, Nathan Silberman)....Pages 681-696
 Does Haze Removal Help CNN-Based Image Classification?  (Yanting Pei, Yaping Huang, Qi Zou, Yuhang Lu, Song Wang)....Pages 697-712
 Supervising the New with the Old: Learning SFM from SFM  (Maria Klodt, Andrea Vedaldi)....Pages 713-728
 A Dataset and Architecture for Visual Reasoning with a Working Memory  (Guangyu Robert Yang, Igor Ganichev, Xiao-Jing Wang, Jonathon Shlens, David Sussillo)....Pages 729-745
 Constrained Optimization Based Low-Rank Approximation of Deep Neural Networks  (Chong Li, C. J. Richard Shi)....Pages 746-761
Front Matter ....Pages 763-763
 Unsupervised Geometry-Aware Representation for 3D Human Pose Estimation  (Helge Rhodin, Mathieu Salzmann, Pascal Fua)....Pages 765-782
 Dual-Agent Deep Reinforcement Learning for Deformable Face Tracking  (Minghao Guo, Jiwen Lu, Jie Zhou)....Pages 783-799
 Deep Autoencoder for Combined Human Pose Estimation and Body Model Upscaling  (Matthew Trumble, Andrew Gilbert, Adrian Hilton, John Collomosse)....Pages 800-816
 Occlusion-Aware Hand Pose Estimation Using Hierarchical Mixture Density Network  (Qi Ye, Tae-Kyun Kim)....Pages 817-834
 GANimation: Anatomically-Aware Facial Animation from a Single Image  (Albert Pumarola, Antonio Agudo, Aleix M. Martinez, Alberto Sanfeliu, Francesc Moreno-Noguer)....Pages 835-851
Back Matter ....Pages 853-855