Computer Vision – ACCV 2018: 14th Asian Conference on Computer Vision, Perth, Australia, December 2–6, 2018, Revised Selected Papers, Part IV

Description

The six volume set LNCS 11361-11366 constitutes the proceedings of the 14th Asian Conference on Computer Vision, ACCV 2018, held in Perth, Australia, in December 2018. The total of 274 contributions was carefully reviewed and selected from 979 submissions during two rounds of reviewing and improvement. The papers focus on motion and tracking, segmentation and grouping, image-based modeling, dep learning, object recognition object recognition, object detection and categorization, vision and language, video analysis and event recognition, face and gesture analysis, statistical methods and learning, performance evaluation, medical image analysis, document analysis, optimization methods, RGBD and depth camera processing, robotic vision, applications of computer vision. Front Matter ....Pages i-xx Front Matter ....Pages 1-1 Gaussian Process Deep Belief Networks: A Smooth Generative Model of Shape with Uncertainty Propagation (Alessandro Di Martino, Erik Bodin, Carl Henrik Ek, Neill D. F. Campbell)....Pages 3-20 Gated Hierarchical Attention for Image Captioning (Qingzhong Wang, Antoni B. Chan)....Pages 21-37 Dealing with Ambiguity in Robotic Grasping via Multiple Predictions (Ghazal Ghazaei, Iro Laina, Christian Rupprecht, Federico Tombari, Nassir Navab, Kianoush Nazarpour)....Pages 38-55 Adaptive Visual-Depth Fusion Transfer (Ziyun Cai, Yang Long, Xiao-Yuan Jing, Ling Shao)....Pages 56-73 Solving Minimum Cost Lifted Multicut Problems by Node Agglomeration (Amirhossein Kardoost, Margret Keuper)....Pages 74-89 Robust Deep Multi-modal Learning Based on Gated Information Fusion Network (Jaekyum Kim, Junho Koh, Yecheol Kim, Jaehyung Choi, Youngbae Hwang, Jun Won Choi)....Pages 90-106 Hardware-Aware Softmax Approximation for Deep Neural Networks (Xue Geng, Jie Lin, Bin Zhao, Anmin Kong, Mohamed M. Sabry Aly, Vijay Chandrasekhar)....Pages 107-122 Video Object Segmentation with Language Referring Expressions (Anna Khoreva, Anna Rohrbach, Bernt Schiele)....Pages 123-141 Nonlinear Subspace Feature Enhancement for Image Set Classification (Mohammed E. Fathy, Azadeh Alavi, Rama Chellappa)....Pages 142-158 Continual Occlusion and Optical Flow Estimation (Michal Neoral, Jan Šochman, Jiří Matas)....Pages 159-174 Adversarial Learning for Visual Storytelling with Sense Group Partition (Lingbo Mo, Chunhong Zhang, Yang Ji, Zheng Hu)....Pages 175-190 Laser Scar Detection in Fundus Images Using Convolutional Neural Networks (Qijie Wei, Xirong Li, Hao Wang, Dayong Ding, Weihong Yu, Youxin Chen)....Pages 191-206 Gradient-Guided DCNN for Inverse Halftoning and Image Expanding (Yi Xiao, Chao Pan, Yan Zheng, Xianyi Zhu, Zheng Qin, Jin Yuan)....Pages 207-222 Learning from PhotoShop Operation Videos: The PSOV Dataset (Jingchun Cheng, Han-Kai Hsu, Chen Fang, Hailin Jin, Shengjin Wang, Ming-Hsuan Yang)....Pages 223-239 A Joint Local and Global Deep Metric Learning Method for Caricature Recognition (Wenbin Li, Jing Huo, Yinghuan Shi, Yang Gao, Lei Wang, Jiebo Luo)....Pages 240-256 Fast Single Shot Instance Segmentation (Zuoxin Li, Fuqiang Zhou, Lu Yang)....Pages 257-272 A Stable Algebraic Camera Pose Estimation for Minimal Configurations of 2D/3D Point and Line Correspondences (Lipu Zhou, Jiamin Ye, Michael Kaess)....Pages 273-288 Symmetry-Aware Face Completion with Generative Adversarial Networks (Jiawan Zhang, Rui Zhan, Di Sun, Gang Pan)....Pages 289-304 GrowBit: Incremental Hashing for Cross-Modal Retrieval (Devraj Mandal, Yashas Annadani, Soma Biswas)....Pages 305-321 Region-Semantics Preserving Image Synthesis (Kang-Jun Liu, Tsu-Jui Fu, Shan-Hung Wu)....Pages 322-337 SemiStarGAN: Semi-supervised Generative Adversarial Networks for Multi-domain Image-to-Image Translation (Shu-Yu Hsu, Chih-Yuan Yang, Chi-Chia Huang, Jane Yung-jen Hsu)....Pages 338-353 Gated Transfer Network for Transfer Learning (Yi Zhu, Jia Xue, Shawn Newsam)....Pages 354-369 Detecting Anomalous Trajectories via Recurrent Neural Networks (Cong Ma, Zhenjiang Miao, Min Li, Shaoyue Song, Ming-Hsuan Yang)....Pages 370-382 A Binary Optimization Approach for Constrained K-Means Clustering (Huu M. Le, Anders Eriksson, Thanh-Toan Do, Michael Milford)....Pages 383-398 LS3D: Single-View Gestalt 3D Surface Reconstruction from Manhattan Line Segments (Yiming Qian, Srikumar Ramalingam, James H. Elder)....Pages 399-416 Deep Supervised Hashing with Spherical Embedding (Stanislav Pidhorskyi, Quinn Jones, Saeid Motiian, Donald Adjeroh, Gianfranco Doretto)....Pages 417-434 Semantic Aware Attention Based Deep Object Co-segmentation (Hong Chen, Yifei Huang, Hideki Nakayama)....Pages 435-450 PIRC Net: Using Proposal Indexing, Relationships and Context for Phrase Grounding (Rama Kovvuri, Ram Nevatia)....Pages 451-467 Paired-D GAN for Semantic Image Synthesis (Duc Minh Vo, Akihiro Sugimoto)....Pages 468-484 Skeleton Transformer Networks: 3D Human Pose and Skinned Mesh from Single RGB Image (Yusuke Yoshiyasu, Ryusuke Sagawa, Ko Ayusawa, Akihiko Murai)....Pages 485-500 Detecting Text in the Wild with Deep Character Embedding Network (Jiaming Li, Chengquan Zhang, Yipeng Sun, Junyu Han, Errui Ding)....Pages 501-517 Design Pseudo Ground Truth with Motion Cue for Unsupervised Video Object Segmentation (Ye Wang, Jongmoo Choi, Yueru Chen, Qin Huang, Siyang Li, Ming-Sui Lee et al.)....Pages 518-533 Identity-Enhanced Network for Facial Expression Recognition (Yanwei Li, Xingang Wang, Shilei Zhang, Lingxi Xie, Wenqi Wu, Hongyuan Yu et al.)....Pages 534-550 A Novel Multi-scale Invariant Descriptor Based on Contour and Texture for Shape Recognition (Jishan Guo, Yi Rong, Yongsheng Gao, Ying Liu, Shengwu Xiong)....Pages 551-564 PReMVOS: Proposal-Generation, Refinement and Merging for Video Object Segmentation (Jonathon Luiten, Paul Voigtlaender, Bastian Leibe)....Pages 565-580 ColorNet: Investigating the Importance of Color Spaces for Image Classification (Shreyank N. Gowda, Chun Yuan)....Pages 581-596 Pooling-Based Feature Extraction and Coarse-to-fine Patch Matching for Optical Flow Estimation (Xiaolin Tang, Son Lam Phung, Abdesselam Bouzerdoum, Van Ha Tang)....Pages 597-612 Front Matter ....Pages 613-613 Unseen Object Segmentation in Videos via Transferable Representations (Yi-Wen Chen, Yi-Hsuan Tsai, Chu-Ya Yang, Yen-Yu Lin, Ming-Hsuan Yang)....Pages 615-631 Forget and Diversify: Regularized Refinement for Weakly Supervised Object Detection (Jeany Son, Daniel Kim, Solae Lee, Suha Kwak, Minsu Cho, Bohyung Han)....Pages 632-648 Task-Adaptive Feature Reweighting for Few Shot Classification (Nan Lai, Meina Kan, Shiguang Shan, Xilin Chen)....Pages 649-662 Deep Attention-Based Classification Network for Robust Depth Prediction (Ruibo Li, Ke Xian, Chunhua Shen, Zhiguo Cao, Hao Lu, Lingxiao Hang)....Pages 663-678 Predicting Video Frames Using Feature Based Locally Guided Objectives (Prateep Bhattacharjee, Sukhendu Das)....Pages 679-695 A New Temporal Deconvolutional Pyramid Network for Action Detection (Xiangli Ji, Guibo Luo, Yuesheng Zhu)....Pages 696-711 Dynamic Temporal Pyramid Network: A Closer Look at Multi-scale Modeling for Activity Detection (Da Zhang, Xiyang Dai, Yuan-Fang Wang)....Pages 712-728 Global Regularizer and Temporal-Aware Cross-Entropy for Skeleton-Based Early Action Recognition (Qiuhong Ke, Jun Liu, Mohammed Bennamoun, Hossein Rahmani, Senjian An, Ferdous Sohel et al.)....Pages 729-745 Back Matter ....Pages 747-749