Advances in Multimedia Information Processing – PCM 2017: 18th Pacific-Rim Conference on Multimedia, Harbin, China, September 28-29, 2017, Revised Selected Papers, Part II

Front Matter ....Pages I-XXIV
Front Matter ....Pages 1-1
 A Competitive Combat Strategy and Tactics in RTS Games AI and StarCraft  (Adil Khan, Kai Yang, Yunsheng Fu, Fang Lou, Worku Jifara, Feng Jiang et al.)....Pages 3-12
 Indoor Scene Classification by Incorporating Predicted Depth Descriptor  (Yingbin Zheng, Jian Pu, Hong Wang, Hao Ye)....Pages 13-23
 Multiple Thermal Face Detection in Unconstrained Environments Using Fully Convolutional Networks  (Yezhao Fan, Guangtao Zhai, Jia Wang, Menghan Hu, Jing Liu)....Pages 24-33
 Object Proposal via Depth Connectivity Constrained Grouping  (Yuantian Wang, Lei Huang, Tongwei Ren, Sheng-Hua Zhong, Yan Liu, Gangshan Wu)....Pages 34-44
 Edge-Aware Saliency Detection via Novel Graph Model  (Hanpei Yang, Weihai Li)....Pages 45-55
 Multiple Kernel Learning Based on Weak Learner for Automatic Image Annotation  (Hua Zhong, Xu Yuan, Zhikui Chen, Fangming Zhong, Yonglin Leng)....Pages 56-67
 An Efficient Feature Selection for SAR Target Classification  (Moussa Amrani, Kai Yang, Dongyang Zhao, Xiaopeng Fan, Feng Jiang)....Pages 68-78
 Fine-Art Painting Classification via Two-Channel Deep Residual Network  (Xingsheng Huang, Sheng-hua Zhong, Zhijiao Xiao)....Pages 79-88
 Automatic Foreground Seeds Discovery for Robust Video Saliency Detection  (Lin Zhang, Yao Lu, Tianfei Zhou)....Pages 89-97
 Semantic R-CNN for Natural Language Object Detection  (Shuxiong Ye, Zheng Qin, Kaiping Xu, Kai Huang, Guolong Wang)....Pages 98-107
 Spatio-Temporal Context Networks for Video Question Answering  (Kun Gao, Yahong Han)....Pages 108-118
 Object Discovery and Cosegmentation Based on Dense Correspondences  (Yasi Wang, Hongxun Yao, Wei Yu, Xiaoshuai Sun)....Pages 119-128
 Semantic Segmentation Using Fully Convolutional Networks and Random Walk with Prediction Prior  (Xiaoyu Lei, Yao Lu, Tingxi Liu, Xiaoxue Shi)....Pages 129-138
 Multi-modality Fusion Network for Action Recognition  (Kai Huang, Zheng Qin, Kaiping Xu, Shuxiong Ye, Guolong Wang)....Pages 139-149
 Fusing Appearance Features and Correlation Features for Face Video Retrieval  (Chenchen Jing, Zhen Dong, Mingtao Pei, Yunde Jia)....Pages 150-160
 A Robust Image Reflection Separation Method Based on Sift-Edge Flow  (Shaomin Du, Xiaohui Liang, Xiaochuan Wang)....Pages 161-171
 A Fine-Grained Filtered Viewpoint Informed Keypoint Prediction from 2D Images  (Qingnan Li, Ruimin Hu, Yixin Chen, Jingwen Yan, Jing Xiao)....Pages 172-181
 More Efficient, Adaptive and Stable, A Virtual Fitting System Using Kinect  (Chang-Tai Xiong, Shun-Lei Tang, Ruo-Yu Yang)....Pages 182-191
 Exploiting Sub-region Deep Features for Specific Action Recognition in Combat Sports Video  (Yongqiang Kong, Zhaoqiang Wei, Zhengang Wei, Shengke Wang, Feng Gao)....Pages 192-201
 Face Anti-spoofing Based on Motion  (Ran Wang, Jing Xiao, Ruimin Hu, Xu Wang)....Pages 202-211
 A Novel Action Recognition Scheme Based on Spatial-Temporal Pyramid Model  (Hengying Zhao, Xinguang Xiang)....Pages 212-221
 Co-saliency Detection via Sparse Reconstruction and Co-salient Object Discovery  (Bo Li, Zhengxing Sun, Jiagao Hu, Junfeng Xu)....Pages 222-232
 Robust Local Effective Matching Model for Multi-target Tracking  (Hao Sheng, Li Hao, Jiahui Chen, Yang Zhang, Wei Ke)....Pages 233-243
 Group Burstiness Weighting for Image Retrieval  (Mao Wang, Qiang Liu, Yuewei Ming, Jianping Yin)....Pages 244-253
 Stereo Saliency Analysis Based on Disparity Influence and Spatial Dissimilarity  (Lijuan Duan, Fangfang Liang, Wei Ma, Shuo Qiu)....Pages 254-263
 Object Classification of Remote Sensing Images Based on Rotation-Invariant Discrete Hashing  (Hui Xu, Yazhou Liu, Quansen Sun)....Pages 264-274
 Robust Principal Component Analysis via Symmetric Alternating Direction for Moving Object Detection  (Zhenzhou Shao, Gaoyu Wu, Ying Qu, Zhiping Shi, Yong Guan, Jindong Tan)....Pages 275-285
 Driver Head Analysis Based on Deeply Supervised Transfer Metric Learning with Virtual Data  (Keke Liu, Yazhou Liu, Quansen Sun, Sugiri Pranata, Shengmei Shen)....Pages 286-295
 Joint Dictionary Learning via Split Bregman Iteration for Large-Scale Image Classification  (Yanyun Qu, Hanqian Li, Yan Zhang)....Pages 296-305
 Multi-operator Image Retargeting with Preserving Aspect Ratio of Important Contents  (Qian Zhang, Zhenhua Tang, Hongbo Jiang, Kan Chang)....Pages 306-315
 Human Action Recognition in Videos of Realistic Scenes Based on Multi-scale CNN Feature  (Yongsheng Zhou, Nan Pu, Li Qian, Song Wu, Guoqiang Xiao)....Pages 316-326
 Automatic Facial Complexion Classification Based on Mixture Model  (Minjie Xu, Chunrong Guo, Yangyang Hu, Hong Lu, Xue Li, Fufeng Li et al.)....Pages 327-336
 Spectral Context Matching for Video Object Segmentation Under Occlusion  (Xiaoxue Shi, Yao Lu, Tianfei Zhou, Xiaoyu Lei)....Pages 337-346
 Hierarchical Tree Representation Based Face Clustering for Video Retrieval  (Pengyi Hao, Edwin Manhando, Cong Bai, Yujiao Huang)....Pages 347-357
 Improved Key Poses Model for Skeleton-Based Action Recognition  (Xiaoqiang Li, Yi Zhang, Junhui Zhang)....Pages 358-367
 Pic2Geom: A Fast Rendering Algorithm for Low-Poly Geometric Art  (Ruisheng Ng, Lai-Kuan Wong, John See)....Pages 368-377
 Attention Window Aware Encoder-Decoder Model for Spoken Language Understanding  (Yiming Wang, Wenge Rong, Jingshuang Liu, Jingfei Han, Zhang Xiong)....Pages 378-387
 A New Fast Algorithm for Sample Adaptive Offset  (Chentian Sun, Yang Wang, Xiaopeng Fan, Debin Zhao)....Pages 388-396
 Motion-Compensated Deinterlacing Based on Scene Change Detection  (Xiaotao Zhu, Qian Huang, Feng Ye, Fan Liu, Shufang Xu, Yanfang Wang)....Pages 397-406
 Center-Adaptive Weighted Binary K-means for Image Clustering  (Yinhe Lan, Zhenyu Weng, Yuesheng Zhu)....Pages 407-417
 Aligned Local Descriptors and Hierarchical Global Features for Person Re-Identification  (Yihao Zhang, Wenmin Wang, Jinzhuo Wang)....Pages 418-427
 A Novel Background Subtraction Method Based on ViBe  (Jian Liao, Hanzi Wang, Yan Yan, Jin Zheng)....Pages 428-437
 Layout-Driven Top-Down Saliency Detection for Webpage  (Xixi Li, Di Liu, Kao Zhang, Zhenzhong Chen)....Pages 438-446
 Saliency Detection by Superpixel-Based Sparse Representation  (Guangyao Chen, Zhenzhong Chen)....Pages 447-456
 Reading Two Digital Video Clocks for Broadcast Basketball Videos  (Xinguo Yu, Xiaopan Lyu, Lei Xiang, Hon Wai Leong)....Pages 457-466
 Don’t Be Confused: Region Mapping Based Visual Place Recognition  (Dapeng Du, Na Liu, Xiangyang Xu, Gangshan Wu)....Pages 467-476
 An Effective Head Detection Framework via Convolutional Neural Networks  (Canmiao Fu, Yule Yuan, Qiang Zeng, Siying He, Yong Zhao)....Pages 477-487
 Identifying Gambling and Porn Websites with Image Recognition  (Longxi Li, Gaopeng Gou, Gang Xiong, Zigang Cao, Zhen Li)....Pages 488-497
 Image-Set Based Collaborative Representation for Face Recognition in Videos  (Gaopeng Gou, Junzheng Shi, Gang Xiong, Peipei Fu, Zhen Li, Zhenzhen Li)....Pages 498-507
 Vectorized Data Combination and Binary Search Oriented Reweight for CPU-GPU Based Real-Time 3D Ball Tracking  (Ziwei Deng, Yilin Hou, Xina Cheng, Takeshi Ikenaga)....Pages 508-516
 Hot Topic Trend Prediction of Topic Based on Markov Chain and Dynamic Backtracking  (Feng Xu, Jue Liu, Ying He, Yating Hou)....Pages 517-528
 Fast Circular Object Localization and Pose Estimation for Robotic Bin Picking  (Linyao Luo, Yanfei Luo, Hong Lu, Haowei Yuan, Xuehua Tang, Wenqiang Zhang)....Pages 529-538
 Local Temporal Coherence for Object-Aware Keypoint Selection in Video Sequences  (Songlin Du, Takeshi Ikenaga)....Pages 539-549
 A Combined Feature Approach for Speaker Segmentation Using Convolution Neural Network  (Jiang Zhong, Pan Zhang, Xue Li)....Pages 550-559
 DDSH: Deep Distribution-Separating Hashing for Image Retrieval  (Junjie Chen, Anran Wang)....Pages 560-570
 An Obstacle Detection Method Based on Binocular Stereovision  (Yihan Sun, Libo Zhang, Jiaxu Leng, Tiejian Luo, Yanjun Wu)....Pages 571-580
Front Matter ....Pages 581-581
 Target Depth Measurement for Machine Monocular Vision  (Jiafa Mao, Mingguo Zhang, Linan Zhu, Cong Bai, Gang Xiao)....Pages 583-595
 Automatic Background Adjustment for Chinese Paintings Using Pigment Lines  (Jie Guo, Chunyou Li, Jingui Pan)....Pages 596-605
 Content-Based Image Recovery  (Hong-Yu Zhou, Jianxin Wu)....Pages 606-615
 Integrating Visual Word Embeddings into Translation Language Model for Keyword Spotting on Historical Mongolian Document Images  (Hongxi Wei, Hui Zhang, Guanglai Gao)....Pages 616-625
 The Analysis for Binaural Signal’s Characteristics of a Real Source and Corresponding Virtual Sound Image  (Jinshan Wang, Xiaochen Wang, Weiping Tu, Jun Chen, Tingzhao Wu, Shanfa Ke)....Pages 626-633
 Primary-Ambient Extraction Based on Channel Pair for 5.1 Channel Audio Using Least Square  (Dingyan Song, Ge Gao, Yi Chen, Xi Hu)....Pages 634-644
 Multi-scale Similarity Enhanced Guided Normal Filtering  (Wenbo Zhao, Xianming Liu, Shiqi Wang, Debin Zhao)....Pages 645-653
 Deep Residual Convolution Neural Network for Single-Image Robust Crowd Counting  (Mingjie Lu, Bo Yan)....Pages 654-662
 An Efficient Method Using the Parameterized HRTFs for 3D Audio Real-Time Rendering on Mobile Devices  (Yucheng Song, Weiping Tu, Ruimin Hu, Xiaochen Wang, Wei Chen, Cheng Yang)....Pages 663-673
 Efficient Logo Insertion Method for High-Resolution H.265/HEVC Compressed Video  (Qi Jing, Peng Xu, Jun Sun, Zongming Guo)....Pages 674-682
 Image Decomposition Based Nighttime Image Enhancement  (Xuesong Jiang, Hongxun Yao, Dilin Liu)....Pages 683-692
 PSNR Estimate for JPEG Compression  (Ci Wang, Ying Yang, Jianhua Shen)....Pages 693-701
 Speech Intelligibility Enhancement in Strong Mechanical Noise Based on Neural Networks  (Feng Cheng, Xiaochen Wang, Li Gang, Weiping Tu, Jinshan Wang)....Pages 702-712
 Interactive Temporal Visualization of Collaboration Networks  (Ming Jing, Xueqing Li, Yupeng Hu)....Pages 713-722
 On the Impact of Environmental Sound on Perceived Visual Quality  (Wenhan Zhu, Guangtao Zhai, Wei Sun, Yi Xu, Jing Liu, Yucheng Zhu et al.)....Pages 723-734
 A Novel Texture Exemplars Extraction Approach Based on Patches Homogeneity and Defect Detection  (Hui Lai, Lulu Yin, Huisi Wu, Zhenkun Wen)....Pages 735-744
 Repetitiveness Metric of Exemplar for Texture Synthesis  (Lulu Yin, Hui Lai, Huisi Wu, Zhenkun Wen)....Pages 745-755
 Unsupervised Cross-Modal Hashing with Soft Constraint  (Yuxuan Zhou, Yaoxian Li, Rui Liu, Lingyun Hao, Yuanliang Sun)....Pages 756-765
 Scalable Video Coding Based on the User’s View for Real-Time Virtual Reality Applications  (Hao Jiang, Gang He, Wenxin Yu, Zheng Wang, Yunsong Li)....Pages 766-775
 Towards Visual SLAM with Memory Management for Large-Scale Environments  (Fu Li, Shaowu Yang, Xiaodong Yi, Xuejun Yang)....Pages 776-786
 Entropy Based Sub-band Deletion for Multispectral Image Compression  (Worku J. Sori, Zhao Dongyang, Lou Fang, Fu Yunsheng, Liu Shaohui, Feng Jiang et al.)....Pages 787-797
 Automatic Texture Exemplar Extraction Based on a Novel Textureness Metric  (Huisi Wu, Junrong Jiang, Ping Li, Zhenkun Wen)....Pages 798-806
 In Defense of Fully Connected Layers in Visual Representation Transfer  (Chen-Lin Zhang, Jian-Hao Luo, Xiu-Shen Wei, Jianxin Wu)....Pages 807-817
 Block Cluster Based Dictionary Learning for Image De-noising and De-blurring  (JianWei Zheng, Ping Yang, Shanshan Fang, Cong Bai)....Pages 818-826
 Content Adaptive Constraint Based Image Upsampling  (Fan Yang, Huizhu Jia, Don Xie, Rui Chen, Wen Gao)....Pages 827-837
 Image Quality Assessment for Video Surveillance System  (Jianhua Shen, Hongyan Zhang, Ci Wang)....Pages 838-846
 Style Transfer Based on Style Primitive Discovery  (Hao Wu, Zhengxing Sun, Shuang Wang, Weihang Yuan, Hui-Hsia Chen)....Pages 847-858
 Construction of Sampling Two-Channel Nonseparable Wavelet Filter Bank and Its Fusion Application for Multispectral Image Pansharpening  (Bin Liu, Weijie Liu, Longxiang Xu)....Pages 859-868
 Data Reconstruction Based on Supervised Deep Auto-Encoder  (Ting Rui, Sai Zhang, Tongwei Ren, Jian Tang, Junhua Zou)....Pages 869-879
 A Novel Fragile Watermarking Scheme for 2D Vector Map Authentication  (Guoyin Zhang, Qingan Da, Liguo Zhang, Jianguo Sun, Qilong Han, Liang Kou et al.)....Pages 880-889
 Hybrid Domain Encryption Method of Hyperspectral Remote Sensing Image  (Wenhao Geng, Jing Zhang, Lu Chen, Jiafeng Li, Li Zhuo)....Pages 890-899
 Anomaly Detection with Passive Aggressive Online Gaussian Model Estimation  (Zheran Hong, Bin Liu, Nenghai Yu)....Pages 900-910
 Multi-scale Convolutional Neural Networks for Non-blind Image Deconvolution  (Xuehui Wang, Feng Dai, Jinli Suo, Yongdong Zhang, Qionghai Dai)....Pages 911-919
 Feature-Preserving Mesh Denoising Based on Guided Normal Filtering  (Renjie Wang, Wenbo Zhao, Shaohui Liu, Debin Zhao, Chun Liu)....Pages 920-927
 Visual-Inertial RGB-D SLAM for Mobile Augmented Reality  ( Williem, Andre Ivan, Hochang Seok, Jongwoo Lim, Kuk-Jin Yoon, Ikhwan Cho et al.)....Pages 928-938
 ODD: An Algorithm of Online Directional Dictionary Learning for Sparse Representation  (Dan Xu, Xinwei Gao, Xiaopeng Fan, Debin Zhao, Wen Gao)....Pages 939-947
 A Low Energy Multi-hop Routing Protocol Based on Programming Tree for Large-Scale WSN  (Feng Xu, Yating Hou, Guozhong Qian, Yunyu Yao)....Pages 948-959
 Sparse Stochastic Online AUC Optimization for Imbalanced Streaming Data  (Min Yang, Xufen Cai, Ruimin Hu, Long Ye, Rong Zhu)....Pages 960-969
 Traffic Congestion Level Prediction Based on Video Processing Technology  (Wenyu Xu, Guogui Yang, Fu Li, Yuanhang Yang)....Pages 970-980
 Coarse-to-Fine Multi-camera Network Topology Estimation  (Chang Xing, Sichen Bai, Yi Zhou, Zhong Zhou, Wei Wu)....Pages 981-990
 An Adaptive Tuning Sparse Fast Fourier Transform  (Sheng Shi, Runkai Yang, Xinfeng Zhang, Haihang You, Dongrui Fan)....Pages 991-999
Back Matter ....Pages 1001-1007