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

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 Embedded Polarizing Filters to Separate Diffuse and Specular Reflection (Laurent Valentin Jospin, Gilles Baechler, Adam Scholefield)....Pages 3-18 SCPNet: Spatial-Channel Parallelism Network for Joint Holistic and Partial Person Re-identification (Xing Fan, Hao Luo, Xuan Zhang, Lingxiao He, Chi Zhang, Wei Jiang)....Pages 19-34 GhostVLAD for Set-Based Face Recognition (Yujie Zhong, Relja Arandjelović, Andrew Zisserman)....Pages 35-50 Learning Image-to-Image Translation Using Paired and Unpaired Training Samples (Soumya Tripathy, Juho Kannala, Esa Rahtu)....Pages 51-66 BitNet: Learning-Based Bit-Depth Expansion (Junyoung Byun, Kyujin Shim, Changick Kim)....Pages 67-82 Attributes Consistent Faces Generation Under Arbitrary Poses (Fengyi Song, Jinhui Tang, Ming Yang, Weiling Cai, Wanqi Yang)....Pages 83-97 Cooperative Adversarial Network for Accurate Super Resolution (Zhong-Qiu Zhao, Jian Hu, Weidong Tian, Ning Ling)....Pages 98-114 Cross-Spectral Image Patch Matching by Learning Features of the Spatially Connected Patches in a Shared Space (Dou Quan, Shuai Fang, Xuefeng Liang, Shuang Wang, Licheng Jiao)....Pages 115-130 Semantic Segmentation Refinement by Monte Carlo Region Growing of High Confidence Detections (Philipe Ambrozio Dias, Henry Medeiros)....Pages 131-146 A Deep Blind Image Quality Assessment with Visual Importance Based Patch Score (Zhengyi Lv, Xiaochuan Wang, Kai Wang, Xiaohui Liang)....Pages 147-162 Robust Video Background Identification by Dominant Rigid Motion Estimation (Kaimo Lin, Nianjuan Jiang, Loong Fah Cheong, Jiangbo Lu, Xun Xu)....Pages 163-178 SMC: Single-Stage Multi-location Convolutional Network for Temporal Action Detection (Zhikang Liu, Zilei Wang, Yan Zhao, Ye Tian)....Pages 179-195 SAFE: Scale Aware Feature Encoder for Scene Text Recognition (Wei Liu, Chaofeng Chen, Kwan-Yee K. Wong)....Pages 196-211 Neural Abstract Style Transfer for Chinese Traditional Painting (Bo Li, Caiming Xiong, Tianfu Wu, Yu Zhou, Lun Zhang, Rufeng Chu)....Pages 212-227 Detector-in-Detector: Multi-level Analysis for Human-Parts (Xiaojie Li, Lu Yang, Qing Song, Fuqiang Zhou)....Pages 228-240 Aligning Salient Objects to Queries: A Multi-modal and Multi-object Image Retrieval Framework (Sounak Dey, Anjan Dutta, Suman K. Ghosh, Ernest Valveny, Josep Lladós, Umapada Pal)....Pages 241-255 Fast Light Field Disparity Estimation via a Parallel Filtered Cost Volume Approach (Adam Stacey, Will Maddern, Surya Singh)....Pages 256-268 Perceptual Conditional Generative Adversarial Networks for End-to-End Image Colourization (Shirsendu Sukanta Halder, Kanjar De, Partha Pratim Roy)....Pages 269-283 Self-Referenced Deep Learning (Xu Lan, Xiatian Zhu, Shaogang Gong)....Pages 284-300 Hybrid Diffusion: Spectral-Temporal Graph Filtering for Manifold Ranking (Ahmet Iscen, Yannis Avrithis, Giorgos Tolias, Teddy Furon, Ondřej Chum)....Pages 301-316 Learning Free-Form Deformations for 3D Object Reconstruction (Dominic Jack, Jhony K. Pontes, Sridha Sridharan, Clinton Fookes, Sareh Shirazi, Frederic Maire et al.)....Pages 317-333 CalliGAN: Unpaired Mutli-chirography Chinese Calligraphy Image Translation (Yiming Gao, Jiangqin Wu)....Pages 334-348 End-to-End Detection and Re-identification Integrated Net for Person Search (Zhenwei He, Lei Zhang)....Pages 349-364 A CNN-Based Depth Estimation Approach with Multi-scale Sub-pixel Convolutions and a Smoothness Constraint (Shiyu Zhao, Lin Zhang, Ying Shen, Yongning Zhu)....Pages 365-380 Ranking Loss: A Novel Metric Learning Method for Person Re-identification (Min Cao, Chen Chen, Xiyuan Hu, Silong Peng)....Pages 381-397 Unsupervised Transformation Network Based on GANs for Target-Domain Oriented Multi-domain Image Translation (Hongwei Ge, Yao Yao, Zheng Chen, Liang Sun)....Pages 398-413 A Trainable Multiplication Layer for Auto-correlation and Co-occurrence Extraction (Hideaki Hayashi, Seiichi Uchida)....Pages 414-430 Cross-View Action Recognition Using View-Invariant Pose Feature Learned from Synthetic Data with Domain Adaptation (Yu-Huan Yang, An-Sheng Liu, Yu-Hung Liu, Tso-Hsin Yeh, Zi-Jun Li, Li-Chen Fu)....Pages 431-446 ImaGAN: Unsupervised Training of Conditional Joint CycleGAN for Transferring Style with Core Structures in Content Preserved (Kang Min Bae, Minuk Ma, Hyunjun Jang, Minjeong Ju, Hyoungwoo Park, Chang D. Yoo)....Pages 447-462 Stochastic Normalizations as Bayesian Learning (Alexander Shekhovtsov, Boris Flach)....Pages 463-479 Contextual Object Detection with a Few Relevant Neighbors (Ehud Barnea, Ohad Ben-Shahar)....Pages 480-495 Album to Family Tree: A Graph Based Method for Family Relationship Recognition (Chao Xia, Siyu Xia, Ming Shao, Yun Fu)....Pages 496-510 Robust Multimodal Image Registration Using Deep Recurrent Reinforcement Learning (Shanhui Sun, Jing Hu, Mingqing Yao, Jinrong Hu, Xiaodong Yang, Qi Song et al.)....Pages 511-526 Image Super-Resolution Using Knowledge Distillation (Qinquan Gao, Yan Zhao, Gen Li, Tong Tong)....Pages 527-541 Visual-Linguistic Methods for Receipt Field Recognition (Rinon Gal, Nimrod Morag, Roy Shilkrot)....Pages 542-557 Cascaded Pyramid Mining Network for Weakly Supervised Temporal Action Localization (Haisheng Su, Xu Zhao, Tianwei Lin)....Pages 558-574 Coarse-to-Fine: A RNN-Based Hierarchical Attention Model for Vehicle Re-identification (Xiu-Shen Wei, Chen-Lin Zhang, Lingqiao Liu, Chunhua Shen, Jianxin Wu)....Pages 575-591 Front Matter ....Pages 593-593 FuCoLoT – A Fully-Correlational Long-Term Tracker (Alan Lukežič, Luka Čehovin Zajc, Tomáš Vojíř, Jiří Matas, Matej Kristan)....Pages 595-611 Customized Multi-person Tracker (Liqian Ma, Siyu Tang, Michael J. Black, Luc Van Gool)....Pages 612-628 Long-Term Visual Object Tracking Benchmark (Abhinav Moudgil, Vineet Gandhi)....Pages 629-645 Learning Rotation Adaptive Correlation Filters in Robust Visual Object Tracking (Litu Rout, Priya Mariam Raju, Deepak Mishra, Rama Krishna Sai Subrahmanyam Gorthi)....Pages 646-661 Let’s Take a Walk on Superpixels Graphs: Deformable Linear Objects Segmentation and Model Estimation (Daniele De Gregorio, Gianluca Palli, Luigi Di Stefano)....Pages 662-677 AttentionMask: Attentive, Efficient Object Proposal Generation Focusing on Small Objects (Christian Wilms, Simone Frintrop)....Pages 678-694 Semantic Bottleneck for Computer Vision Tasks (Maxime Bucher, Stéphane Herbin, Frédéric Jurie)....Pages 695-712 Back Matter ....Pages 713-715