Advances in Multimedia Information Processing – PCM 2018: 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings, Part I

Front Matter ....Pages I-XXX
Front Matter ....Pages 1-1
 CodedVision: Towards Joint Image Understanding and Compression via End-to-End Learning  (Qiu Shen, Juanjuan Cai, Linfeng Liu, Haojie Liu, Tong Chen, Long Ye et al.)....Pages 3-14
 Random Angular Projection for Fast Nearest Subspace Search  (Binshuai Wang, Xianglong Liu, Ke Xia, Kotagiri Ramamohanarao, Dacheng Tao)....Pages 15-26
 Image Denoising with Local Dense and Adaptive Global Residual Networks  (Lulu Sun, Yongbing Zhang, Chenggang Yan, Xiangyang Ji, Xinhong Hao, Yongdong Zhang et al.)....Pages 27-37
 Cross Diffusion on Multi-hypergraph for Multi-modal 3D Object Recognition  (Zizhao Zhang, Haojie Lin, Junjie Zhu, Xibin Zhao, Yue Gao)....Pages 38-49
 View-Dependent Streaming of Dynamic Point Cloud over Hybrid Networks  (Lanyi He, Wenjie Zhu, Ke Zhang, Yiling Xu)....Pages 50-58
 Video Captioning Based on the Spatial-Temporal Saliency Tracing  (Yuanen Zhou, Zhenzhen Hu, Xueliang Liu, Meng Wang)....Pages 59-70
 CS-DeCNN: Deconvolutional Neural Network for Reconstructing Images from Compressively Sensed Measurements  (Wentao Wan, Guohui Li, Peng Pan)....Pages 71-80
 Semantic Correspondence Guided Deep Photo Style Transfer  (Zhijiao Xiao, Xiaole Zhang, Xiaoyan Zhang)....Pages 81-93
 Multiple-Level Feature-Based Network for Image Captioning  (Kaidi Zheng, Chen Zhu, Shaopeng Lu, Yonggang Liu)....Pages 94-103
 Collaborative Detection and Caption Network  (Tianyi Wang, Jiang Zhang, Zheng-Jun Zha)....Pages 104-114
 Video-Based Person Re-identification with Adaptive Multi-part Features Learning  (Jingjing Wu, Jianguo Jiang, Meibin Qi, Hao Liu, Meng Wang)....Pages 115-125
 Visual-SLIM: Integrated Sparse Linear Model with Visual Features for Personalized Recommendation  (Siyang Chen, Feng Xue, Haobo Zhang)....Pages 126-135
 Residual Learning Dehazing Net  (Yili Gu, Xinguang Xiang)....Pages 136-145
 Temporal-Contextual Attention Network for Video-Based Person Re-identification  (Di Chen, Zheng-Jun Zha, Jiawei Liu, Hongtao Xie, Yongdong Zhang)....Pages 146-157
 Synthetic Aperture Based on Plenoptic Camera for Seeing Through Occlusions  (Heng Zhang, Xin Jin, Qionghai Dai)....Pages 158-167
 Neutrosophic C-means Clustering with Local Information and Noise Distance-Based Kernel Metric Image Segmentation  (Zhenyu Lu, Yunan Qiu, Tianming Zhan)....Pages 168-178
 Reflection Separation Using Patch-Wise Sparse and Low-Rank Decomposition  (Jie Guo, Chunyou Li, Zuojian Zhou, Jingui Pan)....Pages 179-188
 Conditional Feature Coupling Network for Multi-persons Clothing Parsing  (Jiaming Guo, Zhuo Su, Xianghui Luo, Gengwei Zhang, Xiwen Liang)....Pages 189-200
 Intra-view and Inter-view Attention for Multi-view Network Embedding  (Yueyang Wang, Liang Hu, Yueting Zhuang, Fei Wu)....Pages 201-211
 Multi-modal Sequence to Sequence Learning with Content Attention for Hotspot Traffic Speed Prediction  (Binbing Liao, Siliang Tang, Shengwen Yang, Wenwu Zhu, Fei Wu)....Pages 212-222
 Modeling Text with Graph Convolutional Network for Cross-Modal Information Retrieval  (Jing Yu, Yuhang Lu, Zengchang Qin, Weifeng Zhang, Yanbing Liu, Jianlong Tan et al.)....Pages 223-234
 Smoothness Assisted Interactive Face Annotation via Neural Network  (Jin Sun, Hao He, Hengli Luo, Liyan Zhang)....Pages 235-245
 An End-to-End Real-Time 3D System for Integral Photography Display  (Shenghao Zhang, Zhenyu Wang, Mingtong Zhu, Ronggang Wang)....Pages 246-256
 Deep Discriminative Quantization Hashing for Image Retrieval  (Jingbo Fan, Chuanchuan Chen, Yuesheng Zhu)....Pages 257-266
 Automatic 3D Garment Fitting Based on Skeleton Driving  (Haozhong Cai, Guangyuan Shi, Chengying Gao, Dong Wang)....Pages 267-277
 Real-Time RGBD Reconstruction Using Structural Constraint for Indoor AR  (Chen Wang, Yue Qi)....Pages 278-289
 Pairwise Cross Pattern: A Color-LBP Descriptor for Content-Based Image Retrieval  (Qiaohong Hao, Qinghe Feng, Ying Wei, Mateu Sbert, Wenhuan Lu, Qing Xu)....Pages 290-300
 Multimodal Dimensional and Continuous Emotion Recognition in Dyadic Video Interactions  (Jinming Zhao, Shizhe Chen, Qin Jin)....Pages 301-312
 Visual Object Tracking via Graph Learning and Flexible Manifold Ranking  (Bo Jiang, Doudou Lin, Jin Tang, Bin Luo)....Pages 313-323
 Gaussian Dilated Convolution for Semantic Image Segmentation  (Falong Shen, Gang Zeng)....Pages 324-334
 Reading Document and Answering Question via Global Attentional Inference  (Jun Song, Siliang Tang, Tianchi Qian, Wenwu Zhu, Fei Wu)....Pages 335-345
 Residual Compression Network for Faster Correlation Tracking  (Chao Xie, Ning Wang, Wengang Zhou, Weiping Li, Houqiang Li)....Pages 346-356
 Robust Neighborhood Preserving Low-Rank Sparse CNN Features for Classification  (Zemin Tang, Zhao Zhang, Xiaohu Ma, Jie Qin, Mingbo Zhao)....Pages 357-369
 Pedestrian Detection with a Directly-Cascaded Deconvolution-Convolution Structure  (Zhiming Chen, Xintong Han, Weiyao Lin, Ming-Ming Cheng, Guangcan Liu, Hongkai Xiong)....Pages 370-380
 Adaptive Integration Skip Compensation Neural Networks for Removing Mixed Noise in Image  (Kai Lin, Yiwei Zhang, Thomas H. Li, Kan Huang, Ge Li)....Pages 381-391
 Retrieval Across Optical and SAR Images with Deep Neural Network  (Yifan Zhang, Wengang Zhou, Houqiang Li)....Pages 392-402
 Tiny Surface Defects on Small Ring Parts Using Normal Maps  (Yang Zhang, Jia Song, Huiming Zhang, Jingwu He, Yanwen Guo)....Pages 403-413
 Extracting Features of Interest from Small Deep Networks for Efficient Visual Tracking  (Zhao Luo, Shiming Ge, Yingying Hua, Haolin Liu, Xin Jin)....Pages 414-425
 A Novel Feature Fusion with Self-adaptive Weight Method Based on Deep Learning for Image Classification  (Qijun Tian, Shouhong Wan, Peiquan Jin, Jian Xu, Chang Zou, Xingyue Li)....Pages 426-436
 Text Component Reconstruction for Tracking in Video  (Minglei Yuan, Palaiahnakote Shivakumara, Hao Kong, Tong Lu, Umapada Pal)....Pages 437-447
 Robust Deep Gaussian Descriptor for Texture Recognition  (Jiahua Wang, Jianxin Zhang, Qiule Sun, Bin Liu, Qiang Zhang)....Pages 448-457
 JND-Pano: Database for Just Noticeable Difference of JPEG Compressed Panoramic Images  (Xiaohua Liu, Zihao Chen, Xu Wang, Jianmin Jiang, Sam Kowng)....Pages 458-468
 HDP-Net: Haze Density Prediction Network for Nighttime Dehazing  (Yinghong Liao, Zhuo Su, Xiangguo Liang, Bin Qiu)....Pages 469-480
 Reflectance Reference for Intra-Frame Coding of Surveillance Video  (Dong Liu, Zhenxin Zhang, Fangdong Chen, Houqiang Li, Feng Wu)....Pages 481-491
 Deeper Spatial Pyramid Network with Refined Up-Sampling for Optical Flow Estimation  (Zefeng Sun, Hanli Wang)....Pages 492-501
 An Improved Algorithm for Saliency Object Detection Based on Manifold Ranking  (Huiling Wang, Hao Wang, Jing Wang, Zhengmei Xu)....Pages 502-512
 Discrete Manifold-Regularized Collaborative Filtering for Large-Scale Recommender Systems  (Deming Zhai, Ao Li, Yang Li, Yang Liu, Guojun Liu, Xianming Liu et al.)....Pages 513-523
 Multiscale Cascaded Scene-Specific Convolutional Neural Networks for Background Subtraction  (Jian Liao, Guanjun Guo, Yan Yan, Hanzi Wang)....Pages 524-533
 A Reference Resource Based End-to-End Image Compression Scheme  (Wenbin Yin, Xiaopeng Fan, Yunhui Shi, Wangmeng Zuo)....Pages 534-544
 Context and Temporal Aware Attention Model for Flood Prediction  (Zhaoyang Liu, Yirui Wu, Yukai Ding, Jun Feng, Tong Lu)....Pages 545-555
 Hand Pose Estimation with Attention-and-Sequence Network  (Tianping Hu, Wenhai Wang, Tong Lu)....Pages 556-566
 None Ghosting Artifacts Stitching Based on Depth Map for Light Field Image  (Wenyuan Zhang, Shengyang Zhao, Wei Zhou, Zhibo Chen)....Pages 567-578
 Adaptive Hierarchical Motion-Focused Model for Video Prediction  (Min Tang, Wenmin Wang, Xiongtao Chen, Yifeng He)....Pages 579-588
 Subjective Quality Assessment of Stereoscopic Omnidirectional Image  (Jiahua Xu, Chaoyi Lin, Wei Zhou, Zhibo Chen)....Pages 589-599
 A Dual-Network Based Super-Resolution for Compressed High Definition Video  (Longtao Feng, Xinfeng Zhang, Xiang Zhang, Shanshe Wang, Ronggang Wang, Siwei Ma)....Pages 600-610
 Visual Dialog with Multi-turn Attentional Memory Network  (Dejiang Kong, Fei Wu)....Pages 611-621
 DT-3DResNet-LSTM: An Architecture for Temporal Activity Recognition in Videos  (Li Yao, Ying Qian)....Pages 622-632
 Mutiple Transfer Net with Region Ensemble for Deep Hand Pose Estimation  (Haoqian Wang, Da Li, Xingzheng Wang)....Pages 633-642
 Parallelized Contour Based Depth Map Coding in DIBR  (Wenxin Yu, Yibo Fan, Minghui Wang, Gang He, Gang He, Zhuo Yang et al.)....Pages 643-653
 Dual Subspaces with Adversarial Learning for Cross-Modal Retrieval  (Yaxian Xia, Wenmin Wang, Liang Han)....Pages 654-663
Front Matter ....Pages 665-665
 Cross-Media Feature Learning Framework with Semi-supervised Graph Regularization  (Tingting Qi, Hong Zhang, Gang Dai)....Pages 667-677
 A Rapid Scene Depth Estimation Model Based on Underwater Light Attenuation Prior for Underwater Image Restoration  (Wei Song, Yan Wang, Dongmei Huang, Dian Tjondronegoro)....Pages 678-688
 Sequential Feature Fusion for Object Detection  (Qiang Wang, Yahong Han)....Pages 689-699
 Discriminative Correlation Quantization for Cross-Modal Similarity Retrieval  (Jun Tang, XuanMeng Li, Nian Wang, Ming Zhu)....Pages 700-710
 GPU Assisted Towards Real-Time Reconstruction for Dual-Camera Compressive Hyperspectral Imaging  (Shipeng Zhang, Lizhi Wang, Ying Fu, Hua Huang)....Pages 711-720
 Getting More from One Attractive Scene: Venue Retrieval in Micro-videos  (Jie Guo, Xiushan Nie, Chaoran Cui, Xiaoming Xi, Yuling Ma, Yilong Yin)....Pages 721-733
 Simulating Bokeh Effect with Kinect  (Yang Yang, Huiwen Bian, Yanhong Peng, Xiangjun Shen, Heping Song)....Pages 734-743
 LFSF: Latent Factor-Based Similarity Framework and Its Application for Collaborative Recommendation  (Liangliang He, Zhenhua Tan, Guibing Guo, Qiuyun Chang, Danke Wu)....Pages 744-754
 Image Aesthetics Assessment Based on User Social Behavior  (Huihui Liu, Chaoran Cui, Yuling Ma, Cheng Shi, Yongchao Xu, Yilong Yin)....Pages 755-766
 Adaptive STBC Scheme for Soft Video Transmission with Multiple Antennas  (Ya Guo, Anhong Wang, Haidong Wang, Suyue Li, Jie Liang)....Pages 767-775
 Hypergraph-Based Discrete Hashing Learning for Cross-Modal Retrieval  (Dianjuan Tang, Hui Cui, Dan Shi, Hua Ji)....Pages 776-786
 Improve Predictive Accuracy by Identifying Collusions in P2P Recommender Systems  (Qiuyun Chang, Zhenhua Tan, Guangming Yang)....Pages 787-796
 Multi-graph Regularized Deep Auto-Encoders for Multi-view Image Representation  (Jiaying Fang, Yongzhao Zhan, Xiangjun Shen)....Pages 797-807
 Discrete Semi-supervised Multi-label Learning for Image Classification  (Liang Xie, Lang He, Haohao Shu, Shengyuan Hu)....Pages 808-818
 Multispectral Foreground Detection via Robust Cross-Modal Low-Rank Decomposition  (Aihua Zheng, Yumiao Zhao, Chenglong Li, Jin Tang, Bin Luo)....Pages 819-829
 Leveraging User Personality and Tag Information for One Class Collaborative Filtering  (Jianshan Sun, Deyuan Ren, Dong Xu)....Pages 830-840
 Enhanced Linear Discriminant Canonical Correlation Analysis for Cross-modal Fusion Recognition  (Chengnian Yu, Huabin Wang, Xin Liu, Liang Tao)....Pages 841-853
 Spatial-Temporal Attention for Action Recognition  (Dengdi Sun, Hanqing Wu, Zhuanlian Ding, Bin Luo, Jin Tang)....Pages 854-864
 Prediction Method of Parking Space Based on Genetic Algorithm and RNN  (Jilun Qiu, Jianrong Tian, Haipeng Chen, Xuwang Lu)....Pages 865-876
 Perceptual Image Dehazing Based on Generative Adversarial Learning  (Fangfang Wu, Yifan Li, Jianwen Han, Weisheng Dong, Guangming Shi)....Pages 877-887
Back Matter ....Pages 889-897