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

Front Matter ....Pages I-XXXI
Front Matter ....Pages 1-1
 Learning 3D Keypoint Descriptors for Non-rigid Shape Matching  (Hanyu Wang, Jianwei Guo, Dong-Ming Yan, Weize Quan, Xiaopeng Zhang)....Pages 3-20
 A Trilateral Weighted Sparse Coding Scheme for Real-World Image Denoising  (Jun Xu, Lei Zhang, David Zhang)....Pages 21-38
 NNEval: Neural Network Based Evaluation Metric for Image Captioning  (Naeha Sharif, Lyndon White, Mohammed Bennamoun, Syed Afaq Ali Shah)....Pages 39-55
 VideoMatch: Matching Based Video Object Segmentation  (Yuan-Ting Hu, Jia-Bin Huang, Alexander G. Schwing)....Pages 56-73
 Context Refinement for Object Detection  (Zhe Chen, Shaoli Huang, Dacheng Tao)....Pages 74-89
 SpiderCNN: Deep Learning on Point Sets with Parameterized Convolutional Filters  (Yifan Xu, Tianqi Fan, Mingye Xu, Long Zeng, Yu Qiao)....Pages 90-105
 Modality Distillation with Multiple Stream Networks for Action Recognition  (Nuno C. Garcia, Pietro Morerio, Vittorio Murino)....Pages 106-121
 Interpretable Basis Decomposition for Visual Explanation  (Bolei Zhou, Yiyou Sun, David Bau, Antonio Torralba)....Pages 122-138
 Partial Adversarial Domain Adaptation  (Zhangjie Cao, Lijia Ma, Mingsheng Long, Jianmin Wang)....Pages 139-155
 How Local Is the Local Diversity? Reinforcing Sequential Determinantal Point Processes with Dynamic Ground Sets for Supervised Video Summarization  (Yandong Li, Liqiang Wang, Tianbao Yang, Boqing Gong)....Pages 156-174
 Toward Scale-Invariance and Position-Sensitive Region Proposal Networks  (Hsueh-Fu Lu, Xiaofei Du, Ping-Lin Chang)....Pages 175-190
 A Systematic DNN Weight Pruning Framework Using Alternating Direction Method of Multipliers  (Tianyun Zhang, Shaokai Ye, Kaiqi Zhang, Jian Tang, Wujie Wen, Makan Fardad et al.)....Pages 191-207
 Multi-object Tracking with Neural Gating Using Bilinear LSTM  (Chanho Kim, Fuxin Li, James M. Rehg)....Pages 208-224
 Clustering Convolutional Kernels to Compress Deep Neural Networks  (Sanghyun Son, Seungjun Nah, Kyoung Mu Lee)....Pages 225-240
 Fine-Grained Visual Categorization Using Meta-learning Optimization with Sample Selection of Auxiliary Data  (Yabin Zhang, Hui Tang, Kui Jia)....Pages 241-256
 Verisimilar Image Synthesis for Accurate Detection and Recognition of Texts in Scenes  (Fangneng Zhan, Shijian Lu, Chuhui Xue)....Pages 257-273
 Quantization Mimic: Towards Very Tiny CNN for Object Detection  (Yi Wei, Xinyu Pan, Hongwei Qin, Wanli Ouyang, Junjie Yan)....Pages 274-290
 Learning to Solve Nonlinear Least Squares for Monocular Stereo  (Ronald Clark, Michael Bloesch, Jan Czarnowski, Stefan Leutenegger, Andrew J. Davison)....Pages 291-306
 Extreme Network Compression via Filter Group Approximation  (Bo Peng, Wenming Tan, Zheyang Li, Shun Zhang, Di Xie, Shiliang Pu)....Pages 307-323
 ArticulatedFusion: Real-Time Reconstruction of Motion, Geometry and Segmentation Using a Single Depth Camera  (Chao Li, Zheheng Zhao, Xiaohu Guo)....Pages 324-340
 MRF Optimization with Separable Convex Prior on Partially Ordered Labels  (Csaba Domokos, Frank R. Schmidt, Daniel Cremers)....Pages 341-356
 Attend and Rectify: A Gated Attention Mechanism for Fine-Grained Recovery  (Pau Rodríguez, Josep M. Gonfaus, Guillem Cucurull, F. Xavier Roca, Jordi Gonzàlez)....Pages 357-372
 LQ-Nets: Learned Quantization for Highly Accurate and Compact Deep Neural Networks  (Dongqing Zhang, Jiaolong Yang, Dongqiangzi Ye, Gang Hua)....Pages 373-390
 Retrospective Encoders for Video Summarization  (Ke Zhang, Kristen Grauman, Fei Sha)....Pages 391-408
 Constraint-Aware Deep Neural Network Compression  (Changan Chen, Frederick Tung, Naveen Vedula, Greg Mori)....Pages 409-424
 Video Compression Through Image Interpolation  (Chao-Yuan Wu, Nayan Singhal, Philipp Krähenbühl)....Pages 425-440
 Few-Shot Human Motion Prediction via Meta-learning  (Liang-Yan Gui, Yu-Xiong Wang, Deva Ramanan, José M. F. Moura)....Pages 441-459
 Straight to the Facts: Learning Knowledge Base Retrieval for Factual Visual Question Answering  (Medhini Narasimhan, Alexander G. Schwing)....Pages 460-477
 Joint and Progressive Learning from High-Dimensional Data for Multi-label Classification  (Danfeng Hong, Naoto Yokoya, Jian Xu, Xiaoxiang Zhu)....Pages 478-493
 Video Object Detection with an Aligned Spatial-Temporal Memory  (Fanyi Xiao, Yong Jae Lee)....Pages 494-510
 Coded Illumination and Imaging for Fluorescence Based Classification  (Yuta Asano, Misaki Meguro, Chao Wang, Antony Lam, Yinqiang Zheng, Takahiro Okabe et al.)....Pages 511-526
 Multi-scale Residual Network for Image Super-Resolution  (Juncheng Li, Faming Fang, Kangfu Mei, Guixu Zhang)....Pages 527-542
 A Dataset for Lane Instance Segmentation in Urban Environments  (Brook Roberts, Sebastian Kaltwang, Sina Samangooei, Mark Pender-Bare, Konstantinos Tertikas, John Redford)....Pages 543-559
 Out-of-Distribution Detection Using an Ensemble of Self Supervised Leave-Out Classifiers  (Apoorv Vyas, Nataraj Jammalamadaka, Xia Zhu, Dipankar Das, Bharat Kaul, Theodore L. Willke)....Pages 560-574
 Structure-from-Motion-Aware PatchMatch for Adaptive Optical Flow Estimation  (Daniel Maurer, Nico Marniok, Bastian Goldluecke, Andrés Bruhn)....Pages 575-592
 Universal Sketch Perceptual Grouping  (Ke Li, Kaiyue Pang, Jifei Song, Yi-Zhe Song, Tao Xiang, Timothy M. Hospedales et al.)....Pages 593-609
 Imagine This! Scripts to Compositions to Videos  (Tanmay Gupta, Dustin Schwenk, Ali Farhadi, Derek Hoiem, Aniruddha Kembhavi)....Pages 610-626
 Urban Zoning Using Higher-Order Markov Random Fields on Multi-View Imagery Data  (Tian Feng, Quang-Trung Truong, Duc Thanh Nguyen, Jing Yu Koh, Lap-Fai Yu, Alexander Binder et al.)....Pages 627-644
 Quaternion Convolutional Neural Networks  (Xuanyu Zhu, Yi Xu, Hongteng Xu, Changjian Chen)....Pages 645-661
 Stereo Relative Pose from Line and Point Feature Triplets  (Alexander Vakhitov, Victor Lempitsky, Yinqiang Zheng)....Pages 662-677
Front Matter ....Pages 679-679
 3D Scene Flow from 4D Light Field Gradients  (Sizhuo Ma, Brandon M. Smith, Mohit Gupta)....Pages 681-698
 Direct Sparse Odometry with Rolling Shutter  (David Schubert, Nikolaus Demmel, Vladyslav Usenko, Jörg Stückler, Daniel Cremers)....Pages 699-714
 A Style-Aware Content Loss for Real-Time HD Style Transfer  (Artsiom Sanakoyeu, Dmytro Kotovenko, Sabine Lang, Björn Ommer)....Pages 715-731
 Scale-Awareness of Light Field Camera Based Visual Odometry  (Niclas Zeller, Franz Quint, Uwe Stilla)....Pages 732-747
 Burst Image Deblurring Using Permutation Invariant Convolutional Neural Networks  (Miika Aittala, Frédo Durand)....Pages 748-764
Front Matter ....Pages 765-765
 PlaneMatch: Patch Coplanarity Prediction for Robust RGB-D Reconstruction  (Yifei Shi, Kai Xu, Matthias Nießner, Szymon Rusinkiewicz, Thomas Funkhouser)....Pages 767-784
 MVSNet: Depth Inference for Unstructured Multi-view Stereo  (Yao Yao, Zixin Luo, Shiwei Li, Tian Fang, Long Quan)....Pages 785-801
 ActiveStereoNet: End-to-End Self-supervised Learning for Active Stereo Systems  (Yinda Zhang, Sameh Khamis, Christoph Rhemann, Julien Valentin, Adarsh Kowdle, Vladimir Tankovich et al.)....Pages 802-819
 GAL: Geometric Adversarial Loss for Single-View 3D-Object Reconstruction  (Li Jiang, Shaoshuai Shi, Xiaojuan Qi, Jiaya Jia)....Pages 820-834
 Deep Virtual Stereo Odometry: Leveraging Deep Depth Prediction for Monocular Direct Sparse Odometry  (Nan Yang, Rui Wang, Jörg Stückler, Daniel Cremers)....Pages 835-852
Back Matter ....Pages 853-855