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

Description

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-XXX Front Matter ....Pages 1-1 Shift-Net: Image Inpainting via Deep Feature Rearrangement (Zhaoyi Yan, Xiaoming Li, Mu Li, Wangmeng Zuo, Shiguang Shan)....Pages 3-19 Interactive Boundary Prediction for Object Selection (Hoang Le, Long Mai, Brian Price, Scott Cohen, Hailin Jin, Feng Liu)....Pages 20-36 X-Ray Computed Tomography Through Scatter (Adam Geva, Yoav Y. Schechner, Yonatan Chernyak, Rajiv Gupta)....Pages 37-54 Video Re-localization (Yang Feng, Lin Ma, Wei Liu, Tong Zhang, Jiebo Luo)....Pages 55-70 Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapes (Pengyuan Lyu, Minghui Liao, Cong Yao, Wenhao Wu, Xiang Bai)....Pages 71-88 DFT-based Transformation Invariant Pooling Layer for Visual Classification (Jongbin Ryu, Ming-Hsuan Yang, Jongwoo Lim)....Pages 89-104 Appearance-Based Gaze Estimation via Evaluation-Guided Asymmetric Regression (Yihua Cheng, Feng Lu, Xucong Zhang)....Pages 105-121 ShuffleNet V2: Practical Guidelines for Efficient CNN Architecture Design (Ningning Ma, Xiangyu Zhang, Hai-Tao Zheng, Jian Sun)....Pages 122-138 Deep Clustering for Unsupervised Learning of Visual Features (Mathilde Caron, Piotr Bojanowski, Armand Joulin, Matthijs Douze)....Pages 139-156 Modular Generative Adversarial Networks (Bo Zhao, Bo Chang, Zequn Jie, Leonid Sigal)....Pages 157-173 Graph Distillation for Action Detection with Privileged Modalities (Zelun Luo, Jun-Ting Hsieh, Lu Jiang, Juan Carlos Niebles, Li Fei-Fei)....Pages 174-192 Weakly-Supervised Video Summarization Using Variational Encoder-Decoder and Web Prior (Sijia Cai, Wangmeng Zuo, Larry S. Davis, Lei Zhang)....Pages 193-210 Single Image Intrinsic Decomposition Without a Single Intrinsic Image (Wei-Chiu Ma, Hang Chu, Bolei Zhou, Raquel Urtasun, Antonio Torralba)....Pages 211-229 Learning to Dodge A Bullet: Concyclic View Morphing via Deep Learning (Shi Jin, Ruiynag Liu, Yu Ji, Jinwei Ye, Jingyi Yu)....Pages 230-246 Compositional Learning for Human Object Interaction (Keizo Kato, Yin Li, Abhinav Gupta)....Pages 247-264 Viewpoint Estimation—Insights and Model (Gilad Divon, Ayellet Tal)....Pages 265-281 PersonLab: Person Pose Estimation and Instance Segmentation with a Bottom-Up, Part-Based, Geometric Embedding Model (George Papandreou, Tyler Zhu, Liang-Chieh Chen, Spyros Gidaris, Jonathan Tompson, Kevin Murphy)....Pages 282-299 Task-Driven Webpage Saliency (Quanlong Zheng, Jianbo Jiao, Ying Cao, Rynson W. H. Lau)....Pages 300-316 Deep Image Demosaicking Using a Cascade of Convolutional Residual Denoising Networks (Filippos Kokkinos, Stamatios Lefkimmiatis)....Pages 317-333 A New Large Scale Dynamic Texture Dataset with Application to ConvNet Understanding (Isma Hadji, Richard P. Wildes)....Pages 334-351 Deep Feature Factorization for Concept Discovery (Edo Collins, Radhakrishna Achanta, Sabine Süsstrunk)....Pages 352-368 Deep Regression Tracking with Shrinkage Loss (Xiankai Lu, Chao Ma, Bingbing Ni, Xiaokang Yang, Ian Reid, Ming-Hsuan Yang)....Pages 369-386 Dist-GAN: An Improved GAN Using Distance Constraints (Ngoc-Trung Tran, Tuan-Anh Bui, Ngai-Man Cheung)....Pages 387-401 Pivot Correlational Neural Network for Multimodal Video Categorization (Sunghun Kang, Junyeong Kim, Hyunsoo Choi, Sungjin Kim, Chang D. Yoo)....Pages 402-417 Part-Aligned Bilinear Representations for Person Re-identification (Yumin Suh, Jingdong Wang, Siyu Tang, Tao Mei, Kyoung Mu Lee)....Pages 418-437 Learning to Navigate for Fine-Grained Classification (Ze Yang, Tiange Luo, Dong Wang, Zhiqiang Hu, Jun Gao, Liwei Wang)....Pages 438-454 NAM: Non-Adversarial Unsupervised Domain Mapping (Yedid Hoshen, Lior Wolf)....Pages 455-470 Transferable Adversarial Perturbations (Wen Zhou, Xin Hou, Yongjun Chen, Mengyun Tang, Xiangqi Huang, Xiang Gan et al.)....Pages 471-486 Semantically Aware Urban 3D Reconstruction with Plane-Based Regularization (Thomas Holzmann, Michael Maurer, Friedrich Fraundorfer, Horst Bischof)....Pages 487-503 Joint 3D Tracking of a Deformable Object in Interaction with a Hand (Aggeliki Tsoli, Antonis A. Argyros)....Pages 504-520 HBE: Hand Branch Ensemble Network for Real-Time 3D Hand Pose Estimation (Yidan Zhou, Jian Lu, Kuo Du, Xiangbo Lin, Yi Sun, Xiaohong Ma)....Pages 521-536 Sequential Clique Optimization for Video Object Segmentation (Yeong Jun Koh, Young-Yoon Lee, Chang-Su Kim)....Pages 537-556 Joint 3D Face Reconstruction and Dense Alignment with Position Map Regression Network (Yao Feng, Fan Wu, Xiaohu Shao, Yanfeng Wang, Xi Zhou)....Pages 557-574 Efficient Relative Attribute Learning Using Graph Neural Networks (Zihang Meng, Nagesh Adluru, Hyunwoo J. Kim, Glenn Fung, Vikas Singh)....Pages 575-590 Deep Kalman Filtering Network for Video Compression Artifact Reduction (Guo Lu, Wanli Ouyang, Dong Xu, Xiaoyun Zhang, Zhiyong Gao, Ming-Ting Sun)....Pages 591-608 A Deeply-Initialized Coarse-to-fine Ensemble of Regression Trees for Face Alignment (Roberto Valle, José M. Buenaposada, Antonio Valdés, Luis Baumela)....Pages 609-624 DeepVS: A Deep Learning Based Video Saliency Prediction Approach (Lai Jiang, Mai Xu, Tie Liu, Minglang Qiao, Zulin Wang)....Pages 625-642 Learning Efficient Single-Stage Pedestrian Detectors by Asymptotic Localization Fitting (Wei Liu, Shengcai Liao, Weidong Hu, Xuezhi Liang, Xiao Chen)....Pages 643-659 Scenes-Objects-Actions: A Multi-task, Multi-label Video Dataset (Jamie Ray, Heng Wang, Du Tran, Yufei Wang, Matt Feiszli, Lorenzo Torresani et al.)....Pages 660-676 Accelerating Dynamic Programs via Nested Benders Decomposition with Application to Multi-Person Pose Estimation (Shaofei Wang, Alexander Ihler, Konrad Kording, Julian Yarkony)....Pages 677-692 Human Motion Analysis with Deep Metric Learning (Huseyin Coskun, David Joseph Tan, Sailesh Conjeti, Nassir Navab, Federico Tombari)....Pages 693-710 Exploring Visual Relationship for Image Captioning (Ting Yao, Yingwei Pan, Yehao Li, Tao Mei)....Pages 711-727 Single Shot Scene Text Retrieval (Lluís Gómez, Andrés Mafla, Marçal Rusiñol, Dimosthenis Karatzas)....Pages 728-744 Folded Recurrent Neural Networks for Future Video Prediction (Marc Oliu, Javier Selva, Sergio Escalera)....Pages 745-761 Front Matter ....Pages 763-763 CornerNet: Detecting Objects as Paired Keypoints (Hei Law, Jia Deng)....Pages 765-781 RelocNet: Continuous Metric Learning Relocalisation Using Neural Nets (Vassileios Balntas, Shuda Li, Victor Prisacariu)....Pages 782-799 The Contextual Loss for Image Transformation with Non-aligned Data (Roey Mechrez, Itamar Talmi, Lihi Zelnik-Manor)....Pages 800-815 Acquisition of Localization Confidence for Accurate Object Detection (Borui Jiang, Ruixuan Luo, Jiayuan Mao, Tete Xiao, Yuning Jiang)....Pages 816-832 Deep Model-Based 6D Pose Refinement in RGB (Fabian Manhardt, Wadim Kehl, Nassir Navab, Federico Tombari)....Pages 833-849 Back Matter ....Pages 851-853