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

Front Matter ....Pages I-XV
Front Matter ....Pages 1-1
 Enhancing Low-Light Images with JPEG Artifact Based on Image Decomposition  (Chenmin Xu, Shijie Hao, Yanrong Guo, Richang Hong)....Pages 3-12
 Depth Estimation from Monocular Images Using Dilated Convolution and Uncertainty Learning  (Haojie Ma, Yinzhang Ding, Lianghao Wang, Ming Zhang, Dongxiao Li)....Pages 13-23
 Enhancing Feature Correlation for Bi-Modal Group Emotion Recognition  (Ningjie Liu, Yuchun Fang, Yike Guo)....Pages 24-34
 Frame Rate Conversion Based High Efficient Compression Method for Video Satellite  (Xu Wang, Ruimin Hu, Jing Xiao)....Pages 35-44
 Spectral-Spatial Hyperspectral Image Classification via Adaptive Total Variation Filtering  (Bing Tu, Jinping Wang, Xiaofei Zhang, Siyuan Huang, Guoyun Zhang)....Pages 45-56
 Convolutional Neural Network Based Inter-Frame Enhancement for 360-Degree Video Streaming  (Yaru Li, Li Yu, Chunyu Lin, Yao Zhao, Moncef Gabbouj)....Pages 57-66
 Robust and Index-Compatible Deep Hashing for Accurate and Fast Image Retrieval  (Jing Liu, Dayan Wu, Wanqian Zhang, Bo Li, Weiping Wang)....Pages 67-77
 Self-supervised GAN for Image Generation by Correlating Image Channels  (Sheng Qian, Wen-ming Cao, Rui Li, Si Wu, Hau-san Wong)....Pages 78-88
 Deformable Point Cloud Recognition Using Intrinsic Function and Deep Learning  (Zhenzhong Kuang, Jun Yu, Suguo Zhu, Zongmin Li, Jianping Fan)....Pages 89-101
 Feature Synthesization for Real-Time Pedestrian Detection in Urban Environment  (Wenhua Fang, Jun Chen, Tao Lu, Ruimin Hu)....Pages 102-112
 Enhancing Person Retrieval with Joint Person Detection, Attribute Learning, and Identification  (Jianwen Wu, Ye Zhao, Xueliang Liu)....Pages 113-124
 End-To-End Learning for Action Quality Assessment  (Yongjun Li, Xiujuan Chai, Xilin Chen)....Pages 125-134
 CGANs Based User Preferred Photorealistic Re-stylization of Social Image  (Zhen Li, Meng Yuan, Jie Nie, Lei Huang, Zhiqiang Wei)....Pages 135-146
 Cross-Modal Event Retrieval: A Dataset and a Baseline Using Deep Semantic Learning  (Runwei Situ, Zhenguo Yang, Jianming Lv, Qing Li, Wenyin Liu)....Pages 147-157
 Retinal Vessel Segmentation via Multiscaled Deep-Guidance  (Rui Xu, Guiliang Jiang, Xinchen Ye, Yen-Wei Chen)....Pages 158-168
 Image Synthesis with Aesthetics-Aware Generative Adversarial Network  (Rongjie Zhang, Xueliang Liu, Yanrong Guo, Shijie Hao)....Pages 169-179
 Hyperspectral Image Classification Using Nonnegative Sparse Spectral Representation and Spatial Regularization  (Xian-Hua Han, Jian Wang, Jian De Sun, Yen-Wei Chen)....Pages 180-189
 Adaptive Aggregation Network for Face Hallucination  (Jin Guo, Jun Chen, Zhen Han, Han Liu, Zhongyuan Wang, Ruimin Hu)....Pages 190-199
 Multi-decoder Based Co-attention for Image Captioning  (Zhen Sun, Xin Lin, Zhaohui Wang, Yi Ji, Chunping Liu)....Pages 200-210
 Simultaneous Occlusion Handling and Optical Flow Estimation  (Song Wang, Zengfu Wang)....Pages 211-220
 Handwritten Chinese Character Recognition Based on Domain-Specific Knowledge  (Qian Liu, Danqing Wang, Hong Lu, Chaopeng Li)....Pages 221-231
 Attention to Refine Through Multi Scales for Semantic Segmentation  (Shiqi Yang, Gang Peng)....Pages 232-241
 Frame Segmentation Networks for Temporal Action Localization  (Ke Yang, Peng Qiao, Qiang Wang, Shijie Li, Xin Niu, Dongsheng Li et al.)....Pages 242-252
 Stereo Matching Based on Density Segmentation and Non-Local Cost Aggregation  (Jianning Du, Yanbing Xue, Hua Zhang, Zan Gao)....Pages 253-263
 Single Image Super Resolution Using Local and Non-local Priors  (Tianyi Li, Kan Chang, Caiwang Mo, Xueyu Zhang, Tuanfa Qin)....Pages 264-273
 Plenoptic Image Compression via Simplified Subaperture Projection  (Haixu Han, Jin Xin, Qionghai Dai)....Pages 274-284
 Gaze Aware Deep Learning Model for Video Summarization  (Jiaxin Wu, Sheng-hua Zhong, Zheng Ma, Stephen J. Heinen, Jianmin Jiang)....Pages 285-295
 Three-Stream Action Tubelet Detector for Spatiotemporal Action Detection in Videos  (Yutang Wu, Hanli Wang, Qinyu Li)....Pages 296-306
 Multi-person/Group Interactive Video Generation  (Zhan Wang, Taiping Yao, Huawei Wei, Shanyan Guan, Bingbing Ni)....Pages 307-317
 Image Denoising Based on Non-parametric ADMM Algorithm  (Xinchen Ye, Mingliang Zhang, Qianyu Yan, Xin Fan, Zhongxuan Luo)....Pages 318-328
 Satellite Image Scene Classification via ConvNet With Context Aggregation  (Zhao Zhou, Yingbin Zheng, Hao Ye, Jian Pu, Gufei Sun)....Pages 329-339
 VAL: Visual-Attention Action Localizer  (Xiaomeng Song, Yahong Han)....Pages 340-350
 Incremental Nonnegative Matrix Factorization with Sparseness Constraint for Image Representation  (Jing Sun, Zhihui Wang, Haojie Li, Fuming Sun)....Pages 351-360
 A Data-Driven No-Reference Image Quality Assessment via Deep Convolutional Neural Networks  (Yezhao Fan, Yuchen Zhu, Guangtao Zhai, Jia Wang, Jing Liu)....Pages 361-371
 An Asian Face Dataset and How Race Influences Face Recognition  (Zhangyang Xiong, Zhongyuan Wang, Changqing Du, Rong Zhu, Jing Xiao, Tao Lu)....Pages 372-383
 Towards Stereo Matching Algorithm Based on Multi-matching Primitive Fusion  (Renpeng Du, Fuming Sun, Haojie Li)....Pages 384-395
 An Effective Image Detection Algorithm for USM Sharpening Based on Pixel-Pair Histogram  (Hang Gao, Mengting Hu, Tiegang Gao, Renhong Cheng)....Pages 396-407
 Skeletal Bone Age Assessment Based on Deep Convolutional Neural Networks  (Pengyi Hao, Yijing Chen, Sharon Chokuwa, Fuli Wu, Cong Bai)....Pages 408-417
 Panoramic Image Saliency Detection by Fusing Visual Frequency Feature and Viewing Behavior Pattern  (Ying Ding, Yanwei Liu, Jinxia Liu, Kedong Liu, Liming Wang, Zhen Xu)....Pages 418-429
 Coupled Learning for Image Generation and Latent Representation Inference Using MMD  (Sheng Qian, Wen-ming Cao, Rui Li, Si Wu, Hau-san Wong)....Pages 430-440
 Enhanced Discriminative Generative Adversarial Network for Face Super-Resolution  (Xi Yang, Tao Lu, Jiaming Wang, Yanduo Zhang, Yuntao Wu, Zhongyuan Wang et al.)....Pages 441-452
 Image Splicing Detection Based on the Q-Markov Features  (Hongda Sheng, Xuanjing Shen, Zenan Shi)....Pages 453-464
 Snapshot Multiplexed Imaging Based on Compressive Sensing  (Ying Fu, Chen Sun, Lizhi Wang, Hua Huang)....Pages 465-475
 Partially Annotated Gastric Pathological Image Classification  (Yanping Cui, Zhangcheng Wang, Guanzhen Yu, Xinmei Tian)....Pages 476-486
 Facial Expression Recognition Based on Local Double Binary Mapped Pattern  (Chunjian Yang, Min Hu, Yaqin Zheng, Xiaohua Wang, Yong Gao, Hao Wu)....Pages 487-497
 Pixel-Copy Prediction Based Lossless Reference Frame Compression  (Weizhe Xu, Fangfa Fu, Binglei Lou, Yao Wang, Jinxiang Wang)....Pages 498-508
 Robust Underwater Fish Classification Based on Data Augmentation by Adding Noises in Random Local Regions  (Guanqun Wei, Zhiqiang Wei, Lei Huang, Jie Nie, Huanhuan Chang)....Pages 509-518
 Study on User Experience of Panoramic Images on Different Immersive Devices  (Shilin Wu, Zhibo Chen, Ning Liao, Xiaoming Chen)....Pages 519-527
 Environmental Sound Classification Based on Multi-temporal Resolution Convolutional Neural Network Combining with Multi-level Features  (Boqing Zhu, Kele Xu, Dezhi Wang, Lilun Zhang, Bo Li, Yuxing Peng)....Pages 528-537
 Discriminative Dictionary Learning Based on Sample Diversity for Face Recognition  (Yuhong Wang, Shigang Liu, Yali Peng, Han Cao)....Pages 538-546
 Spatial Attention Network for Head Detection  (Rongchun Li, Biao Zhang, Zhen Huang, Xiang Zhao, Peng Qiao, Yong Dou)....Pages 547-557
 Arbitrary Perspective Crowd Counting via Multi Convolutional Kernels  (Minghui Yu, Teng Li, Jun Zhang, Jiaxing Li, Feng Yuan, Ran Li)....Pages 558-569
 3D Shape Co-segmentation by Combining Sparse Representation with Extreme Learning Machine  (Hongyan Li, Zhengxing Sun, Qian Li, Jinlong Shi)....Pages 570-581
 RS-MSSF Frame: Remote Sensing Image Classification Based on Extraction and Fusion of Multiple Spectral-Spatial Features  (Hanane Teffahi, Hongxun Yao)....Pages 582-595
 Hierarchical Image Segmentation Based on Multi-feature Fusion and Graph Cut Optimization  (Anqi Hu, Zhengxing Sun, Yuqi Guo, Qian Li)....Pages 596-606
 A Sound Image Reproduction Model Based on Personalized Weight Vectors  (Jiaxi Zheng, Weiping Tu, Xiong Zhang, Wanzhao Yang, Shuangxing Zhai, Chen Shen)....Pages 607-617
 Reconstruction of Multi-view Video Based on GAN  (Song Li, Chengdong Lan, Tiesong Zhao)....Pages 618-629
 Contextual Attention Model for Social Recommendation  (Hongfeng Bao, Le Wu, Peijie Sun)....Pages 630-641
 Cracked Tongue Recognition Based on Deep Features and Multiple-Instance SVM  (Yushan Xue, Xiaoqiang Li, Qing Cui, Lu Wang, Pin Wu)....Pages 642-652
 Multitask Learning for Chinese Named Entity Recognition  (Qun Zhang, Zhenzhen Li, Dawei Feng, Dongsheng Li, Zhen Huang, Yuxing Peng)....Pages 653-662
 Sparse-Region Net: Local-Enhanced Facial Depthmap Reconstruction from a Single Face Image  (Haoqian Wang, Shuhao Zhang, Xingzheng Wang, Yongbing Zhang)....Pages 663-673
 Entropy Based Boundary-Eliminated Pseudo-Inverse Linear Discriminant for Speech Emotion Recognition  (Dongdong Li, Linyu Sun, Zhe Wang, Jing Zhang)....Pages 674-685
 An Improved C-COT Based Visual Tracking Scheme to Weighted Fusion of Diverse Features  (Lifang Wu, Qi Wang, Dezhong Xu, Meng Jian)....Pages 686-695
 Focal Liver Lesion Classification Based on Tensor Sparse Representations of Multi-phase CT Images  (Jian Wang, Xian-Hua Han, Jiande Sun, Lanfen Lin, Hongjie Hu, Yingying Xu et al.)....Pages 696-704
 Joint Learning of LSTMs-CNN and Prototype for Micro-video Venue Classification  (Wei Liu, Xianglin Huang, Gang Cao, Gege Song, Lifang Yang)....Pages 705-715
 Spatial Pixels Selection and Inter-frame Combined Likelihood Based Observation for 60 fps 3D Tracking of Twelve Volleyball Players on GPU  (Yiming Zhao, Xina Cheng, Takeshi Ikenaga)....Pages 716-726
 An Interactive Light Field Video System with User-Dependent View Selection and Coding Scheme  (Bing Wang, Qiang Peng, Xiao Wu, Eric Wang, Wei Xiang)....Pages 727-736
 Deep Residual Net Based Compact Feature Representation for Image Retrieval  (Cong Bai, Jian Chen, Qing Ma, Zhi Liu, Shengyong Chen)....Pages 737-747
 Sea Ice Change Detection from SAR Images Based on Canonical Correlation Analysis and Contractive Autoencoders  (Xiao Wang, Feng Gao, Junyu Dong, Shengke Wang)....Pages 748-757
 Pedestrian Attributes Recognition in Surveillance Scenarios with Hierarchical Multi-task CNN Models  (Wenhua Fang, Jun Chen, Tao Lu, Ruimin Hu)....Pages 758-767
 Re-Ranking Person Re-Identification with Forward and Reverse Sorting Constraints  (Meibin Qi, Yonglai Wei, Kunpeng Gao, Jianguo Jiang, Jingjing Wu)....Pages 768-779
 Content-Based Co-Factorization Machines: Modeling User Decisions in Event-Based Social Networks  (Yilin Zhao, Yuan He, Hong Li)....Pages 780-791
 Image-into-Image Steganography Using Deep Convolutional Network  (Pin Wu, Yang Yang, Xiaoqiang Li)....Pages 792-802
 Deep Forest with Local Experts Based on ELM for Pedestrian Detection  (Wenbo Zheng, Sisi Cao, Xin Jin, Shaocong Mo, Han Gao, Yili Qu et al.)....Pages 803-814
 AdvRefactor: A Resampling-Based Defense Against Adversarial Attacks  (Jianguo Jiang, Boquan Li, Min Yu, Chao Liu, Jianguo Sun, Weiqing Huang et al.)....Pages 815-825
Back Matter ....Pages 827-835