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18th Pacific Rim Conference on Multimedia 2017: Harbin, China
- Bing Zeng, Qingming Huang, Abdulmotaleb El-Saddik, Hongliang Li, Shuqiang Jiang, Xiaopeng Fan:
Advances in Multimedia Information Processing - PCM 2017 - 18th Pacific-Rim Conference on Multimedia, Harbin, China, September 28-29, 2017, Revised Selected Papers, Part I. Lecture Notes in Computer Science 10735, Springer 2018, ISBN 978-3-319-77379-7
Best Paper Candidate
- Jiancong Ge, Xueliang Liu, Richang Hong, Jie Shao, Meng Wang:
Deep Graph Laplacian Hashing for Image Retrieval. 3-13 - Wenqi Ren
, Xiaochun Cao:
Deep Video Dehazing. 14-24 - Yuexin Ma, Xinge Zhu, Yujing Sun
Image Tagging by Joint Deep Visual-Semantic Propagation. 25-35 - Chaofan He, Huiying Wang, Yang Hu, Yan Chen, Houqiang Li:
Exploiting Time and Frequency Diversities for High-Quality Linear Video Transmission: A MCast Framework. 36-46 - Chuanmin Jia, Yekang Yang, Xinfeng Zhang, Shiqi Wang
Light Field Image Compression with Sub-apertures Reordering and Adaptive Reconstruction. 47-55
Video Coding
- Zhipeng Jin, Ping An, Liquan Shen:
Fast QTBT Partition Algorithm for JVET Intra Coding Based on CNN. 59-69 - Jiajun Xu, Qiang Peng, Bing Wang, Changbin Li, Xiao Wu:
A Novel Saliency Based Bit Allocation and RDO for HEVC. 70-78 - Xinpeng Huang, Ping An, Liquan Shen, Kai Li:
Light Field Image Compression Scheme Based on MVD Coding Standard. 79-88 - Yingfan Zhang, Zhenan Lin, Weilun Feng, Jun Sun, Zongming Guo:
A Real-Time Multi-view AVS2 Decoder on Mobile Phone. 89-95 - Kang Wang, Xuguang Lan, Xiangwei Li, Meng Yang, Nanning Zheng:
Compressive Sensing Depth Video Coding via Gaussian Mixture Models and Object Edges. 96-104
Image Super-Resolution, Debluring, and Dehazing
- Tao Lu, Lanlan Pan, Jiaming Wang, Yanduo Zhang, Zhongyuan Wang, Zixiang Xiong:
AWCR: Adaptive and Weighted Collaborative Representations for Face Super-Resolution with Context Residual-Learning. 107-116 - Hongda Zhang, Yuanyuan Gao, Hai-Miao Hu, Qiang Guo, Yukun Cui:
Single Image Haze Removal Based on Global-Local Optimization for Depth Map. 117-127 - Shengdong Zhang, Fazhi He, Jian Yao:
Single Image Dehazing Using Deep Convolution Neural Networks. 128-137 - Yiwei Zhang, Ge Li, Xiaoqiang Guo, Wenmin Wang, Ronggang Wang:
SPOS: Deblur Image by Using Sparsity Prior and Outlier Suppression. 138-148 - Xiaoyi Jia, Xiangmin Xu, Bolun Cai, Kailing Guo:
Single Image Super-Resolution Using Multi-scale Convolutional Neural Network. 149-157
Person Identity and Emotion
- Daiyin Wang, Wenbin Yao, Yuesheng Zhu:
A Novel Image Preprocessing Strategy for Foreground Extraction in Person Re-identification. 161-171 - Li Sun, Song Qiu, Qingli Li
Age Estimation via Pose-Invariant 3D Face Alignment Feature in 3 Streams of CNN. 172-183 - Qing Lu, Jun Yu, Zengfu Wang:
Face Alignment Using Local Probabilistic Features. 184-193 - Jiamin Liu, Yuanqi Su, Yuehu Liu:
Multi-modal Emotion Recognition with Temporal-Band Attention Based on LSTM-RNN. 194-204 - Zuchen Wang, Yuchun Fang
Multimodal Fusion of Spatial-Temporal Features for Emotion Recognition in the Wild. 205-214 - Qianhao Wu, Zechao Li:
A Fast and General Method for Partial Face Recognition. 215-224
Tracking and Action Recognition
- Chunguang Qie, Hanzi Wang, Yan Yan, Guanjun Guo, Jin Zheng:
Adaptive Correlation Filter Tracking with Weighted Foreground Representation. 227-237 - Xiangkai Lin, Ronggang Wang:
A Novel Method for Camera Pose Tracking Using Visual Complementary Filtering. 238-246 - Xiusheng Lu, Hongxun Yao, Xiaoshuai Sun, Shengping Zhang, Yanhao Zhang:
Trajectory-Pooled 3D Convolutional Descriptors for Action Recognition. 247-257 - Qing Wang, Laiyun Qing, Jun Miao, Lijuan Duan:
Temporal Interval Regression Network for Video Action Detection. 258-268 - Guolong Wang, Zheng Qin, Kaiping Xu:
Semantic Sequence Analysis for Human Activity Prediction. 269-279 - Fanglu Xie, Xina Cheng, Takeshi Ikenaga:
Motion State Detection Based Prediction Model for Body Parts Tracking of Volleyball Players. 280-289
Detection and Classification
- Shiyao Lei, Qiujia Ji, Shufeng Wang, Si Wu:
Adapting Generic Detector for Semi-Supervised Pedestrian Detection. 293-302 - Weiyi Gao, Wenlong Cao, Jian Zhai, Jianwu Rui:
StairsNet: Mixed Multi-scale Network for Object Detection. 303-314 - Pengfei Zhang, Hao-Yi Wu, Xin-Shun Xu:
A Dual-CNN Model for Multi-label Classification by Leveraging Co-occurrence Dependencies Between Labels. 315-324 - Chuang Lin, Hongxun Yao, Wei Yu, Wenbo Tang:
Multi-level Semantic Representation for Flower Classification. 325-335 - Yiming Liu, Xingwei Hao:
Multi-view Multi-label Learning via Optimal Classifier Chain. 336-345 - Shuai Zhao, Zhineng Chen, Baokui Li, Bin Zhang:
Tire X-ray Image Impurity Detection Based on Multiple Kernel Learning. 346-355
Multimedia Signal Reconstruction and Recovery
- Yue Xu, Qiuyan Tao, Lianghao Wang, Dongxiao Li, Ming Zhang:
CRF-Based Reconstruction from Narrow-Baseline Image Sequences. 359-369 - Chen Zhao, Ronggang Wang, Wen Gao:
Better and Faster, when ADMM Meets CNN: Compressive-Sensed Image Reconstruction. 370-379 - Rui Chen, Huizhu Jia, Xiaodong Xie, Wen Gao:
Sparsity-Promoting Adaptive Coding with Robust Empirical Mode Decomposition for Image Restoration. 380-389 - Chunling Ai, Xiaochen Wang, Yafei Wu, Cheng Yang:
A Splicing Interpolation Method for Head-Related Transfer Function. 390-399 - Shu Wang, Zhongyuan Wang, Yimin Luo:
Structured Convolutional Compressed Sensing Based on Deterministic Subsamplers. 400-410 - Jian Guan, Xuan Wang, Shuhan Qi, Jing Dong, Wenwu Wang:
Blind Speech Deconvolution via Pretrained Polynomial Dictionary and Sparse Representation. 411-420
Text and Line Detection/Recognition
- Shaohua Liu, Yan Shang, Jizhong Han, Xi Wang, Hongchao Gao, Dongqin Liu:
Multi-lingual Scene Text Detection Based on Fully Convolutional Networks. 423-432 - Wenhai Wang, Yirui Wu, Shivakumara Palaiahnakote, Tong Lu, Jun Liu
Cloud of Line Distribution for Arbitrary Text Detection in Scene/Video/License Plate Images. 433-443 - Jianshe Zhou, Zhaochun Xu, Jie Liu, Weiqiang Wang, Ke Lu:
Affine Collaborative Representation Based Classification for In-Air Handwritten Chinese Character Recognition. 444-452 - Hongzhu Li, Weiqiang Wang:
Overlaid Chinese Character Recognition via a Compact CNN. 453-463 - Aming Wu, Yahong Han:
Efficient and Robust Lane Detection Using Three-Stage Feature Extraction with Line Fitting. 464-473
Social Media
- Wei Li, Jianmin Li, Bo Zhang:
Saliency-GD: A TF-IDF Analogy for Landmark Image Mining. 477-486 - Juan Ji, Ruoyu Yang:
An Improved Clothing Parsing Method Emphasizing the Clothing with Complex Texture. 487-496 - Hiroki Takimoto, Magali Philippe, Yasutomo Kawanishi
Detection of Similar Geo-Regions Based on Visual Concepts in Social Photos. 497-504 - Mengdi Fan, Wenmin Wang, Peilei Dong, Ronggang Wang, Ge Li:
Unsupervised Concept Learning in Text Subspace for Cross-Media Retrieval. 505-514 - Kewei Yang, Zhengxing Sun
Image Stylization for Thread Art via Color Quantization and Sparse Modeling. 515-525 - Si-Xing Liu, Timothy Apasiba Abeo, Xiang-jun Shen:
Least-Squares Regulation Based Graph Embedding. 526-533 - Haichao Shi, Jing Dong, Wei Wang
SSGAN: Secure Steganography Based on Generative Adversarial Networks. 534-544 - Shuo Xing, Xueliang Liu, Richang Hong, Ye Zhao:
Generating Chinese Poems from Images Based on Neural Network. 545-554 - Dong Zhao, Long Xu
Detail-Enhancement for Dehazing Method Using Guided Image Filter and Laplacian Pyramid. 555-563 - Lei Huang, Bin Luo:
Personalized Micro-Video Recommendation via Hierarchical User Interest Modeling. 564-574
3D and Panoramic Vision
- Qi Liang, Feng Wang:
MCTD: Motion-Coordinate-Time Descriptor for 3D Skeleton-Based Action Recognition. 577-587 - Xiaodan Ye, Jianing Li, Lianghao Wang, Dongxiao Li, Ming Zhang:
Dense Frame-to-Model SLAM with an RGB-D Camera. 588-597 - Sha Guo, Ronggang Wang, Xiubao Jiang, Zhenyu Wang, Wen Gao:
Parallax-Robust Hexahedral Panoramic Video Stitching. 598-608 - Li Liu, Xin Jin, Qionghai Dai:
Image Formation Analysis and Light Field Information Reconstruction for Plenoptic Camera 2.0. 609-618 - Youcheng Song, Zhengxing Sun, Mofei Song, Yunjie Wu:
Part Detection for 3D Shapes via Multi-view Rendering. 619-628 - Yuanchun Chen, Guangtao Zhai, Ke Gu, Xinfeng Zhang, Weisi Lin, Jiantao Zhou:
Benchmarking Screen Content Image Quality Evaluation in Spatial Psychovisual Modulation Display System. 629-640 - Yan Zhou, Zhenzhong Chen:
A Fast Sample Adaptive Offset Algorithm for H.265/HEVC. 641-651 - Ning Lu
Blind Quality Assessment for Screen Content Images by Texture Information. 652-661 - Huiyu Duan, Guangtao Zhai, Xiongkuo Min
Assessment of Visually Induced Motion Sickness in Immersive Videos. 662-672 - Deyang Liu, Ping An, Ran Ma, Xinpeng Huang, Liquan Shen:
Hybrid Kernel-Based Template Prediction and Intra Block Copy for Light Field Image Coding. 673-682 - Guisen Xu, Yueming Wang, Zhenyu Wang, Ronggang Wang:
Asymmetric Representation for 3D Panoramic Video. 683-690
Deep Learning for Signal Processing and Understanding
- Yu Xia, Hongxun Yao, Xiaoshuai Sun, Yanhao Zhang:
Shallow and Deep Model Investigation for Distinguishing Corn and Weeds. 693-702 - Wennan Yu, Yuchao Sun, Feiwu Yu, Xinxiao Wu:
Representing Discrimination of Video by a Motion Map. 703-711 - Wenbo Tang, Hongxun Yao, Xiaoshuai Sun, Wei Yu:
Multi-scale Discriminative Patches for Fined-Grained Visual Categorization. 712-721 - Xin Xu
Chinese Characters Recognition from Screen-Rendered Images Using Inception Deep Learning Architecture. 722-732 - Wenyi Tang, Bin Liu, Nenghai Yu:
Visual Tracking by Deep Discriminative Map. 733-742 - Siyu Jiang, Yimin Chen:
Hand Gesture Recognition by Using 3DCNN and LSTM with Adam Optimizer. 743-753 - Yuhao Cui, Haoqian Wang, Xingzheng Wang, Yi Yang:
Learning Temporal Context for Correlation Tracking with Scale Estimation. 754-763 - Sifeng Xia, Jiaying Liu
Deep Combined Image Denoising with Cloud Images. 764-772 - Qian Zhang, Mingtao Pei, Mei Chen, Yunde Jia:
Vehicle Verification Based on Deep Siamese Network with Similarity Metric. 773-782 - Dilin Liu, Wei Yu, Hongxun Yao:
Style Transfer with Content Preservation from Multiple Images. 783-791 - Kai Lv, Hao Sheng, Yanwei Zheng, Zhang Xiong, Wei Li, Wei Ke
Task-Specific Neural Networks for Pose Estimation in Person Re-identification Task. 792-801 - Lingling Fa, Lifei Zhang, Xiangbo Shu, Yan Song, Jinhui Tang
Mini Neural Networks for Effective and Efficient Mobile Album Organization. 802-810 - Kang Shi, Weiqiang Wang:
Sweeper: Design of the Augmented Path in Residual Networks. 811-821
Large-Scale Multimedia Affective Computing
- Ying Zheng, Hongxun Yao, Dong Wang:
Sketch Based Model-Like Standing Style Recommendation. 825-833 - Jian Guan
Joint L1-L2 Regularisation for Blind Speech Deconvolution. 834-843 - Yongqiang Li, Qi He, Yongping Zhao, Hongxun Yao:
Multi-modal Emotion Recognition Based on Speech and Image. 844-853 - Chunchang Gao:
Analysis of Psychological Behavior of Undergraduates. 854-860
Sensor-Enhanced Multimedia Systems
- Pingping Zhang, Xu Wang, Yun Zhang
Compression Artifacts Reduction for Depth Map by Deep Intensity Guidance. 863-872 - Chaoxi Li, Chengwen Luo, Junliang Chen, Hande Hong, Jianqiang Li, Long Cheng:
LiPS: Learning Social Relationships in Probe Space. 873-882 - Nan Bao, Chengyang Wu, Qiancheng Liang, Lisheng Xu
The Intelligent Monitoring for the Elderly Based on WiFi Signals. 883-892 - Xiaoyu Zhu, Tian Gan, Xuemeng Song, Zhumin Chen:
Sentiment Analysis for Social Sensor. 893-902 - Yukai Gong, Xiangbo Shu, Jinhui Tang
Recovering Overlapping Partials for Monaural Perfect Harmonic Musical Sound Separation Using Modified Common Amplitude Modulation. 903-912
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