Internet Multimedia Computing and Service: 9th International Conference, ICIMCS 2017, Qingdao, China, August 23-25, 2017, Revised Selected Papers (Communications ... Computer and Information Science Book 819)

This book constitutes the refereed proceedings of the 9th International Conference on Internet Multimedia Computing and Service, ICIMCS 2017, held in Qingdao, China, in August 2017. The 20 revised full papers and 28 revised short papers presented were carefully reviewed and selected from 103 submissions. The papers are organized in topical sections on multimedia information fusion, image processing and object recognition, machine learning and representation learning, multimedia retrieval, poster papers. Front Matter ....Pages I-XIV Front Matter ....Pages 1-1 Joint Deep Learning and Gaussian Representation for Person Re-identification (Nan Song, Xianglei Zhu, Yahong Han)....Pages 3-12 Blind Image Deblurring Using Adaptive Priors (Bingwang Zhang, Risheng Liu, Haojie Li, Qi Yuan, Xin Fan, Zhongxuan Luo)....Pages 13-22 Joint Latent Space and Multi-view Feature Learning (Kailing Guo, Xiangmin Xu, Bolun Cai, Tong Zhang)....Pages 23-31 Sketch-Based Image Retrieval with Multiple Binary HoG Descriptor (Tianqi Wang, Liyan Zhang, Jinhui Tang)....Pages 32-42 Front Matter ....Pages 43-43 Joint Visual Context for Pedestrian Captioning (Quan Liu, Yingying Chen, Jinqiao Wang, Sijiong Zhang)....Pages 45-53 Choose the Largest Contributor: A Fusion Coefficient Learning Network for Semantic Segmentation (Jianzhuang Yu, Shuai Zhao, Yahong Han)....Pages 54-64 Clothing Matching Based on Multi-modal Data (Zekun Li, Xuemeng Song, Tian Gan, Zhumin Chen, Xiaoyu Zhu)....Pages 65-74 Bidirectional Multimodal Recurrent Neural Networks with Refined Visual Features for Image Captioning (Yanwu Shu, Liyan Zhang, Zechao Li, Jinhui Tang)....Pages 75-84 Front Matter ....Pages 85-85 Automatic Watermeter Digit Recognition on Mobile Devices (Yunze Gao, Chaoyang Zhao, Jinqiao Wang, Hanqing Lu)....Pages 87-95 3D Human Body Reshaping with Anthropometric Modeling (Yanhong Zeng, Jianlong Fu, Hongyang Chao)....Pages 96-107 Learning Multi-Scale Shrinkage Fields for Blind Image Deblurring (Bingwang Zhang, Risheng Liu, Haojie Li, Qi Yuan, Xin Fan, Zhongxuan Luo)....Pages 108-115 Indoor RGB-D Object Detection with the Guidance of Hand-Held Objects (Leixian Qiao, Yaohui Zhu, Runze Li, Weiqing Min, Shuqiang Jiang)....Pages 116-127 Front Matter ....Pages 129-129 Building Weighted Classifier Ensembles Through Classifiers Pruning (ChenWei Cai, Dickson Keddy Wornyo, Liangjun Wang, XiangJun Shen)....Pages 131-139 Elastic Net Regularized Dictionary Learning for Face Recognition (Li Wang, Yan-Jiang Wang, Bao-Di Liu)....Pages 140-150 Extracting Deep Video Feature for Mobile Video Classification with ELU-3DCNN (Jihong Liu, Jing Zhang, Hui Zhang, Xi Liang, Li Zhuo)....Pages 151-159 A Robust End-to-End Neural Network for Scene Text Detection (Qi Yuan, Haojie Li, Zhihui Wang, Xin Fan, Zhongxuan Luo)....Pages 160-168 Front Matter ....Pages 169-169 Exploiting Concept Correlation with Attributes for Semantic Binary Representation Learning (Haiping Wu, Yang Yang, Xing Xu, Fumin Shen, Ning Xie, Yanli Ji)....Pages 171-179 Image Retrieval Based on Optimized Visual Dictionary and Adaptive Soft Assignment (Hui Liu, Zechao Li, Xiangbo Shu)....Pages 180-190 Query Modeling for Click Data Based Image Recognition Using Graph Based Propagation and Sparse Coding (Weichen Wu, Min Tan, Guangjian Zheng, Jun Yu)....Pages 191-199 Zero-Shot Cross-Media Retrieval with External Knowledge (Jingze Chi, Xin Huang, Yuxin Peng)....Pages 200-211 Front Matter ....Pages 213-213 A Novel Computer-Aided Diagnosis Method of Nasopharyngeal Carcinoma Based on Magnetic Resonance Images (Xiang Tian, Yan Zhang, Qingbin Wu, Changzheng Shi, Xiaoping Li, Chunmei Qing et al.)....Pages 215-225 A Real-Time Distributed Index Based on Topic for Microblogging System (Zhikun Chen, Lu Wang, Shuqiang Yang)....Pages 226-240 Auto-Segmentation of Pathological Lung Parenchyma Based on Region Growing Method (Jiyang Dong, Ke Lu, Shuangfeng Dai, Jian Xue, Rui Zhai)....Pages 241-251 Classification of Heart Sounds Based on Convolutional Neural Network (Tianya Li, Chunmei Qing, Xiang Tian)....Pages 252-259 Content-Based Similar Document Image Retrieval Using Fusion of CNN Features (Mao Tan, Siping Yuan, Yongxin Su)....Pages 260-270 Continuous Dropout Strategy for Deep Learning Network (Jianchao Fei, Ting Rui, Xiaona Song, You Zhou, Sai Zhang)....Pages 271-279 Cross-Media Semantic Matching via Sparse Neural Network Pre-trained by Deep Restricted Boltzmann Machines (Bin Zhang, Huaxiang Zhang, Jiande Sun, Zhenhua Wang, Hongchen Wu, Xiao Dong)....Pages 280-289 Deep Auto-Encoder Based on Supervised Learning for Damaged Face Reconstruction (Ting Rui, Sai Zhang, Junhua Zou, You Zhou, Jian Tang)....Pages 290-299 Design and Implementation of Secure Multimedia Storage System (Guang-yu Gu, Qing Yi, Hao Zheng, Shu-juan Zhang, Bo-wu Sun)....Pages 300-309 Emotion Recognition from EEG Using RASM and LSTM (Zhenqi Li, Xiang Tian, Lin Shu, Xiangmin Xu, Bin Hu)....Pages 310-318 Exemplar-Based Photo Color Correction by Exploring Visual Aesthetics (Zhenkun Zhou, Shijie Hao, Mingyu Liu)....Pages 319-326 Fast Nearest Neighbor Search Based on Approximate k-NN Graph (Jie Yang, Wan-Lei Zhao, Cheng-Hao Deng, Hanzi Wang, Sangwhan Moon)....Pages 327-338 Image Recommendation on Content-Based Bipartite Graph (Lifang Wu, Lei Zhang, Meng Jian, Dai Zhang, Haiying Liu)....Pages 339-348 Initialized Frame Attention Networks for Video Question Answering (Kun Gao, Xianglei Zhu, Yahong Han)....Pages 349-359 MFCC: An Efficient and Effective Matrix Factorization Model Based on Co-clustering (Wenjuan Yang, Le Wu, Xueliang Liu, Chunxiao Fan)....Pages 360-370 Multi-layers CNNs for 3D Model Retrieval (Anan Liu, Shu Xiang, Weizhi Nie, Yuting Su)....Pages 371-383 Multispectral Image Denoising Based on Non-local Means and Bilateral Filtering (Xueyan Zhen, Ning He, Xin Sun, Yuqing Zhang)....Pages 384-391 Probabilistic Collaborative Representation with Kernels for Visual Classification (Jie Meng, Yanjiang Wang, Bao-Di Liu)....Pages 392-402 Probability Matrix SVM+ Learning for Complex Action Recognition (Fang Liu, Xiangmin Xu, Chunmei Qing, Jianxiu Jin)....Pages 403-410 Progressive Lifelong Learning by Sharing Representations for Few Labeled Data (Guoxi Su, Xiangmin Xu, Chaowen Chen, Bolun Cai, Chunmei Qing)....Pages 411-418 Refining Eye Synthetic Images via Coarse-to-Fine Adversarial Networks for Appearance-Based Gaze Estimation (Tongtong Zhao, Yafei Wang, Xianping Fu)....Pages 419-428 Robust Steganography via Patch-Based Texture Synthesis (Zhengcai Qin, Meng Li, Bin Wu)....Pages 429-439 Saliency Cuts on RGB-D Images (Yuantian Wang, Lei Huang, Tongwei Ren, Yunfei Zhang)....Pages 440-448 Same-Style Products Mining for Clothes Retrieval (Zhenwei Shen, Zhiwei Fang, Jing Liu)....Pages 449-458 Scattering Wavelet Based Deep Network for Image Classification (Wenyou Huang, Xiaoyi Zou, Rui Qiao)....Pages 459-469 Scene Text Detection with Cascaded Filtering and Grouping Modules (Lifei Zhang, Xinguang Xiang)....Pages 470-478 Towards Underwater Image Enhancement Using Super-Resolution Convolutional Neural Networks (Xueyan Ding, Yafei Wang, Zheng Liang, Jun Zhang, Xianping Fu)....Pages 479-486 Traffic Sign Recognition with Inception Convolutional Neural Networks (Jianyun Lu, Yanyun Qu, Xiaodong Yang)....Pages 487-494 Back Matter ....Pages 495-496