Computer Vision {u2013} ECCV 2018 : 15th European Conference, Munich, Germany, September 8-14, 2018, Proceedings, Part XVI

The sixteen-volume set comprising the LNCS volumes 11205-11220 constitutes the refereed proceedings of the 15th European Conference on Computer Vision, ECCV 2018, held in Munich, Germany, in September 2018. The 776 revised papers presented were carefully reviewed and selected from 2439 submissions. The papers are organized in topical sections on learning for vision; computational photography; human analysis; human sensing; stereo and reconstruction; optimization; matching and recognition; video attention; and poster sessions. Front Matter ....Pages I-XXXI Front Matter ....Pages 1-1 GridFace: Face Rectification via Learning Local Homography Transformations (Erjin Zhou, Zhimin Cao, Jian Sun)....Pages 3-20 Polarimetric Three-View Geometry (Lixiong Chen, Yinqiang Zheng, Art Subpa-asa, Imari Sato)....Pages 21-37 Look Before You Leap: Bridging Model-Free and Model-Based Reinforcement Learning for Planned-Ahead Vision-and-Language Navigation (Xin Wang, Wenhan Xiong, Hongmin Wang, William Yang Wang)....Pages 38-55 Improving Deep Visual Representation for Person Re-identification by Global and Local Image-language Association (Dapeng Chen, Hongsheng Li, Xihui Liu, Yantao Shen, Jing Shao, Zejian Yuan et al.)....Pages 56-73 Learning 3D Shapes as Multi-layered Height-Maps Using 2D Convolutional Networks (Kripasindhu Sarkar, Basavaraj Hampiholi, Kiran Varanasi, Didier Stricker)....Pages 74-89 A Geometric Perspective on Structured Light Coding (Mohit Gupta, Nikhil Nakhate)....Pages 90-107 Depth Estimation via Affinity Learned with Convolutional Spatial Propagation Network (Xinjing Cheng, Peng Wang, Ruigang Yang)....Pages 108-125 ShapeCodes: Self-supervised Feature Learning by Lifting Views to Viewgrids (Dinesh Jayaraman, Ruohan Gao, Kristen Grauman)....Pages 126-144 Super-Resolution and Sparse View CT Reconstruction (Guangming Zang, Mohamed Aly, Ramzi Idoughi, Peter Wonka, Wolfgang Heidrich)....Pages 145-161 AutoLoc: Weakly-Supervised Temporal Action Localization in Untrimmed Videos (Zheng Shou, Hang Gao, Lei Zhang, Kazuyuki Miyazawa, Shih-Fu Chang)....Pages 162-179 Exploiting Vector Fields for Geometric Rectification of Distorted Document Images (Gaofeng Meng, Yuanqi Su, Ying Wu, Shiming Xiang, Chunhong Pan)....Pages 180-195 Hard-Aware Point-to-Set Deep Metric for Person Re-identification (Rui Yu, Zhiyong Dou, Song Bai, Zhaoxiang Zhang, Yongchao Xu, Xiang Bai)....Pages 196-212 Image Generation from Sketch Constraint Using Contextual GAN (Yongyi Lu, Shangzhe Wu, Yu-Wing Tai, Chi-Keung Tang)....Pages 213-228 Multi-class Model Fitting by Energy Minimization and Mode-Seeking (Daniel Barath, Jiri Matas)....Pages 229-245 HandMap: Robust Hand Pose Estimation via Intermediate Dense Guidance Map Supervision (Xiaokun Wu, Daniel Finnegan, Eamonn O’Neill, Yong-Liang Yang)....Pages 246-262 A Unified Framework for Multi-view Multi-class Object Pose Estimation (Chi Li, Jin Bai, Gregory D. Hager)....Pages 263-281 Dynamic Task Prioritization for Multitask Learning (Michelle Guo, Albert Haque, De-An Huang, Serena Yeung, Li Fei-Fei)....Pages 282-299 Joint Blind Motion Deblurring and Depth Estimation of Light Field (Dongwoo Lee, Haesol Park, In Kyu Park, Kyoung Mu Lee)....Pages 300-316 Data-Driven Sparse Structure Selection for Deep Neural Networks (Zehao Huang, Naiyan Wang)....Pages 317-334 On the Solvability of Viewing Graphs (Matthew Trager, Brian Osserman, Jean Ponce)....Pages 335-350 Deep Volumetric Video From Very Sparse Multi-view Performance Capture (Zeng Huang, Tianye Li, Weikai Chen, Yajie Zhao, Jun Xing, Chloe LeGendre et al.)....Pages 351-369 Accurate Scene Text Detection Through Border Semantics Awareness and Bootstrapping (Chuhui Xue, Shijian Lu, Fangneng Zhan)....Pages 370-387 Interaction-Aware Spatio-Temporal Pyramid Attention Networks for Action Classification (Yang Du, Chunfeng Yuan, Bing Li, Lili Zhao, Yangxi Li, Weiming Hu)....Pages 388-404 Learning Type-Aware Embeddings for Fashion Compatibility (Mariya I. Vasileva, Bryan A. Plummer, Krishna Dusad , Shreya Rajpal, Ranjitha Kumar, David Forsyth)....Pages 405-421 Diverse Conditional Image Generation by Stochastic Regression with Latent Drop-Out Codes (Yang He, Bernt Schiele, Mario Fritz)....Pages 422-437 Reconstruction-Based Pairwise Depth Dataset for Depth Image Enhancement Using CNN (Junho Jeon, Seungyong Lee)....Pages 438-454 SRFeat: Single Image Super-Resolution with Feature Discrimination (Seong-Jin Park, Hyeongseok Son, Sunghyun Cho, Ki-Sang Hong, Seungyong Lee)....Pages 455-471 Recognition in Terra Incognita (Sara Beery, Grant Van Horn, Pietro Perona)....Pages 472-489 A Minimal Closed-Form Solution for Multi-perspective Pose Estimation using Points and Lines (Pedro Miraldo, Tiago Dias, Srikumar Ramalingam)....Pages 490-507 LSQ++: Lower Running Time and Higher Recall in Multi-codebook Quantization (Julieta Martinez, Shobhit Zakhmi, Holger H. Hoos, James J. Little)....Pages 508-523 On Regularized Losses for Weakly-supervised CNN Segmentation (Meng Tang, Federico Perazzi, Abdelaziz Djelouah, Ismail Ben Ayed, Christopher Schroers, Yuri Boykov)....Pages 524-540 Dense Semantic and Topological Correspondence of 3D Faces without Landmarks (Zhenfeng Fan, Xiyuan Hu, Chen Chen, Silong Peng)....Pages 541-558 Using Object Information for Spotting Text (Shitala Prasad, Adams Wai Kin Kong)....Pages 559-576 Remote Photoplethysmography Correspondence Feature for 3D Mask Face Presentation Attack Detection (Si-Qi Liu, Xiangyuan Lan, Pong C. Yuen)....Pages 577-594 Hierarchical Bilinear Pooling for Fine-Grained Visual Recognition (Chaojian Yu, Xinyi Zhao, Qi Zheng, Peng Zhang, Xinge You)....Pages 595-610 Domain Transfer Through Deep Activation Matching (Haoshuo Huang, Qixing Huang, Philipp Krähenbühl)....Pages 611-626 Towards Privacy-Preserving Visual Recognition via Adversarial Training: A Pilot Study (Zhenyu Wu, Zhangyang Wang, Zhaowen Wang, Hailin Jin)....Pages 627-645 Adaptively Transforming Graph Matching (Fudong Wang, Nan Xue, Yipeng Zhang, Xiang Bai, Gui-Song Xia)....Pages 646-662 Deep Continuous Fusion for Multi-sensor 3D Object Detection (Ming Liang, Bin Yang, Shenlong Wang, Raquel Urtasun)....Pages 663-678 Multimodal Image Alignment Through a Multiscale Chain of Neural Networks with Application to Remote Sensing (Armand Zampieri, Guillaume Charpiat, Nicolas Girard, Yuliya Tarabalka)....Pages 679-696 Understanding Perceptual and Conceptual Fluency at a Large Scale (Shengli Hu, Ali Borji)....Pages 697-712 Unsupervised Learning of Multi-Frame Optical Flow with Occlusions (Joel Janai, Fatma Güney, Anurag Ranjan, Michael Black, Andreas Geiger)....Pages 713-731 Distortion-Aware Convolutional Filters for Dense Prediction in Panoramic Images (Keisuke Tateno, Nassir Navab, Federico Tombari)....Pages 732-750 Deep Randomized Ensembles for Metric Learning (Hong Xuan, Richard Souvenir, Robert Pless)....Pages 751-762 3D Ego-Pose Estimation via Imitation Learning (Ye Yuan, Kris Kitani)....Pages 763-778 Front Matter ....Pages 779-779 ContextVP: Fully Context-Aware Video Prediction (Wonmin Byeon, Qin Wang, Rupesh Kumar Srivastava, Petros Koumoutsakos)....Pages 781-797 Saliency Benchmarking Made Easy: Separating Models, Maps and Metrics (Matthias Kümmerer, Thomas S. A. Wallis, Matthias Bethge)....Pages 798-814 Museum Exhibit Identification Challenge for the Supervised Domain Adaptation and Beyond (Piotr Koniusz, Yusuf Tas, Hongguang Zhang, Mehrtash Harandi, Fatih Porikli, Rui Zhang)....Pages 815-833 Multi-Attention Multi-Class Constraint for Fine-grained Image Recognition (Ming Sun, Yuchen Yuan, Feng Zhou, Errui Ding)....Pages 834-850 DeepTAM: Deep Tracking and Mapping (Huizhong Zhou, Benjamin Ummenhofer, Thomas Brox)....Pages 851-868 Correction to: A Minimal Closed-Form Solution for Multi-perspective Pose Estimation using Points and Lines (Pedro Miraldo, Tiago Dias, Srikumar Ramalingam)....Pages E1-E1 Back Matter ....Pages 869-871