Advances in multimedia information processing -- PCM 2018 : 19th Pacific-Rim Conference on Multimedia, Hefei, China, September 21-22, 2018, Proceedings. Part III

The three-volume set LNCS 101164, 11165, and 11166 constitutes the refereed proceedings of the 19th Pacific-Rim Conference on Multimedia, PCM 2018, held in Hefei, China, in September 2018. The 209 regular papers presented together with 20 special session papers were carefully reviewed and selected from 452 submissions. The papers cover topics such as: multimedia content analysis; multimedia signal processing and communications; and multimedia applications and services. Front Matter ....Pages I-XIV Front Matter ....Pages 1-1 MFDCNN: A Multimodal Fusion DCNN Framework for Object Detection and Segmentation (Feng Zhou, Yong Hu, Xukun Shen)....Pages 3-13 Mixup-Based Acoustic Scene Classification Using Multi-channel Convolutional Neural Network (Kele Xu, Dawei Feng, Haibo Mi, Boqing Zhu, Dezhi Wang, Lilun Zhang et al.)....Pages 14-23 Multimodal Fusion for Traditional Chinese Painting Generation (Sanbi Luo, Si Liu, Jizhong Han, Tao Guo)....Pages 24-34 Optimal Feature Selection for Saliency Seed Propagation in Low Contrast Images (Nan Mu, Xin Xu, Xiaolong Zhang)....Pages 35-45 New Fusion Based Enhancement for Text Detection in Night Video Footage (Chao Zhang, Palaiahnakote Shivakumara, Minglong Xue, Liping Zhu, Tong Lu, Umapada Pal)....Pages 46-56 Deformable Feature Pyramid Network for Ship Recognition (Yao Ding, Yichen Zhang, Yanyun Qu, Cuihua Li)....Pages 57-66 Learning Hierarchical Context for Action Recognition in Still Images (Haisheng Zhu, Jian-Fang Hu, Wei-Shi Zheng)....Pages 67-77 iMakeup: Makeup Instructional Video Dataset for Fine-Grained Dense Video Captioning (Xiaozhu Lin, Qin Jin, Shizhe Chen, Yuqing Song, Yida Zhao)....Pages 78-88 Embedded Temporal Visualization of Collaboration Networks (Li Zhang, Ming Jing, Yongli Zhou)....Pages 89-98 Particle Swarm Programming-Based Interactive Content-Based Image Retrieval (Xiao-Hui Yang, Chen-Xi Tian, Fei-Ya Lv, Jing Zhang, Zheng-Jun Zha)....Pages 99-111 Video Clip Growth: A General Algorithm for Multi-view Video Summarization (Gang Pan, Xingming Qu, Liangfu Lv, Shuai Guo, Di Sun)....Pages 112-122 Cross-Media Retrieval via Deep Semantic Canonical Correlation Analysis and Logistic Regression (Hong Zhang, Liangmeng Xia)....Pages 123-133 3D Global Trajectory and Multi-view Local Motion Combined Player Action Recognition in Volleyball Analysis (Yang Liu, Shuyi Huang, Xina Cheng, Takeshi Ikenaga)....Pages 134-144 Underwater Image Enhancement by the Combination of Dehazing and Color Correction (Wenhao Zhang, Ge Li, Zhenqiang Ying)....Pages 145-155 A Novel No-Reference QoE Assessment Model for Frame Freezing of Mobile Video (Bing Wang, Qiang Peng, Xiao Wu, Eric Wang, Wei Xiang)....Pages 156-165 Saliency Detection Based on Deep Learning and Graph Cut (Hu Lu, Yuqing Song, Jun Sun, Xingpei Xu)....Pages 166-177 Rethinking Fusion Baselines for Multi-modal Human Action Recognition (Hongda Jiang, Yanghao Li, Sijie Song, Jiaying Liu)....Pages 178-187 A DCT-JND Profile for Disorderly Concealment Effect (Hongkui Wang, Li Yu, Tiansong Li, Mengting Fan, Haibing Yin)....Pages 188-199 Breast Ultrasound Image Classification and Segmentation Using Convolutional Neural Networks (Xiaozheng Xie, Faqiang Shi, Jianwei Niu, Xiaolan Tang)....Pages 200-211 Intra-Image Region Context for Image Captioning (Shihao Wang, Hong Mo, Yue Xu, Wei Wu, Zhong Zhou)....Pages 212-222 Viewpoint Quality Evaluation for Augmented Virtual Environment (Ming Meng, Yi Zhou, Chong Tan, Zhong Zhou)....Pages 223-234 A Flower Classification Framework Based on Ensemble of CNNs (Buzhen Huang, Youpeng Hu, Yaoqi Sun, Xinhong Hao, Chenggang Yan)....Pages 235-244 Image Translation Between High-Resolution Remote Sensing Optical and SAR Data Using Conditional GAN (Xin Niu, Di Yang, Ke Yang, Hengyue Pan, Yong Dou)....Pages 245-255 A Combined Strategy of Hand Tracking for Desktop VR (Shufang Lu, Li Cai, Xuefeng Ding, Fei Gao)....Pages 256-269 Super-Resolution of Text Image Based on Conditional Generative Adversarial Network (Yuyang Wang, Wenjun Ding, Feng Su)....Pages 270-281 Latitude-Based Visual Attention in 360-Degree Video Display (Huiwen Huang, Yiwen Xu, Jinling Chen, Yanjie Song, Tiesong Zhao)....Pages 282-290 Branched Convolutional Neural Networks for Face Alignment (Meilu Zhu, Daming Shi, Songkui Chen, Junbin Gao)....Pages 291-302 A Robust Approach for Scene Text Detection and Tracking in Video (Yang Wang, Lan Wang, Feng Su)....Pages 303-314 Improving Intra Block Copy with Low-Rank Based Rectification for Urban Building Scenes (Qijun Wang)....Pages 315-325 Assembly-Based 3D Modeling Using Graph Convolutional Neural Networks (Xufeng Lang, Zhengxing Sun, Qian Li, Jinlong Shi)....Pages 326-337 Blur Measurement for Partially Blurred Images with Saliency Constrained Global Refinement (Xianyong Fang, Qingqing Guo, Cheng Ding, Linbo Wang, Zhigang Deng)....Pages 338-349 SCAN: Spatial and Channel Attention Network for Vehicle Re-Identification (Shangzhi Teng, Xiaobin Liu, Shiliang Zhang, Qingming Huang)....Pages 350-361 Speech Data Enhancement Based on Hybrid Neural Network (Xinyue Cao, Xiao Sun, Fuji Ren)....Pages 362-372 Unified Data Hiding and Scrambling Method for JPEG Images (Zhaoxia Yin, Youzhi Xiang, Zhenxing Qian, Xinpeng Zhang)....Pages 373-383 Cross-Modal Retrieval with Discriminative Dual-Path CNN (Haoran Wang, Zhong Ji, Yanwei Pang)....Pages 384-394 Deep Learning for Ovarian Tumor Classification with Ultrasound Images (Chengzhu Wu, Yamei Wang, Feng Wang)....Pages 395-406 Arbitrary Image Emotionalizing with Style Transfer (Xing Luo, Jiajia Zhang, Guang Wu, Yanxiang Chen)....Pages 407-416 Text-to-Image Synthesis via Visual-Memory Creative Adversarial Network (Shengyu Zhang, Hao Dong, Wei Hu, Yike Guo, Chao Wu, Di Xie et al.)....Pages 417-427 Sequence-Based Recommendation with Bidirectional LSTM Network (Hailin Fu, Jianguo Li, Jiemin Chen, Yong Tang, Jia Zhu)....Pages 428-438 Natural Scene Text Detection Based on Deep Supervised Fully Convolutional Network (Nan Zhang, Xiaoning Jin, Xiaowei Li)....Pages 439-448 MFM: A Multi-level Fused Sequence Matching Model for Candidates Filtering in Multi-paragraphs Question-Answering (Yang Liu, Zhen Huang, Minghao Hu, Shuyang Du, Yuxing Peng, Dongsheng Li et al.)....Pages 449-458 Multiview CNN Model for Sensor Fusion Based Vehicle Detection (Zhenchao Ouyang, Chunyuan Wang, Yu Liu, Jianwei Niu)....Pages 459-470 Color Image Super Resolution by Using Cross-Channel Correlation (Kan Chang, Caiwang Mo, Minghong Li, Tianyi Li, Tuanfa Qin)....Pages 471-481 Stereoscopic Video Quality Prediction Based on End-to-End Dual Stream Deep Neural Networks (Wei Zhou, Zhibo Chen, Weiping Li)....Pages 482-492 Fast and Robust 3D Numerical Method for Coronary Artery Vesselness Diffusion from CTA Images (Hengfei Cui)....Pages 493-502 Multi-view Viewpoint Assessment for Architectural Photos (Jingwu He, Linbo Wang, Wanqing Zhao, Yang Zhang, Xu Han, Chenghao Guo et al.)....Pages 503-513 Underwater Image Enhancement Using Stacked Generative Adversarial Networks (Xinchen Ye, Hongcan Xu, Xiang Ji, Rui Xu)....Pages 514-524 An Efficient Complexity Reduction Scheme for CU Partitioning in Quality Scalable HEVC (Bo Liu, Qiang Li, Jianlin Song)....Pages 525-532 Extended Multi-column Convolutional Neural Network for Crowd Counting (Zhiyuan Xue, Jie Shen, Xin Xiong, Chong Yuan, Yinlong Bian)....Pages 533-540 ECG Classification Algorithm Using Shape Context (Xin Liu, Zhiqiang Wei)....Pages 541-553 Small Object Detection Using Deep Feature Pyramid Networks (Zhenwen Liang, Jie Shao, Dongyang Zhang, Lianli Gao)....Pages 554-564 Dataset Refinement for Convolutional Neural Networks via Active Learning (Siwen Liu, Rong Zhu, Yimin Luo, Zhongyuan Wang, Liguo Zhou)....Pages 565-574 Gaze Information Channel (Lijing Ma, Mateu Sbert, Miquel Feixas)....Pages 575-585 A Multi-information Fusion Model for Shop Recommendation Based on Deep Learning (Jianwei Niu, Yanyan Guo)....Pages 586-595 An Improved SKFCM-CV Whole Heart MR Image Segmentation Algorithm (He Wang, Jing Zhang, Jie Wang, XiaoDong Zhang, Hong Teng, TianChi Zhang)....Pages 596-607 An Image Splicing Localization Algorithm Based on SLIC and Image Features (Haipeng Chen, Chaoran Zhao, Zenan Shi, Fuxiang Zhu)....Pages 608-618 Effect of Checkerboard on the Accuracy of Camera Calibration (Shengju Yu, Ran Zhu, Li Yu, Wei Ai)....Pages 619-629 Weighted Multi-feature Fusion Algorithm for Fine-Grained Image Retrieval (Zhihui Wang, Shijie Wang, Hong Wang, Haojie Li, Chengming Li)....Pages 630-640 Convolutional Neural Networks Based Soft Video Broadcast (Wenbin Yin, Xiaopeng Fan, Yunhui Shi)....Pages 641-650 Image Generation for Printed Character by Representation Learning (Kangzheng Gu, Jiansong Bai, Qichen Zhang, Junjie Peng, Wenqiang Zhang)....Pages 651-660 CRNet: Classification and Regression Neural Network for Facial Beauty Prediction (Lu Xu, Jinhai Xiang, Xiaohui Yuan)....Pages 661-671 Stitches Generation for Random-Needle Embroidery Based on Markov Chain Model (Chen Ma, Zhengxing Sun, Hao Wu, Yuqi Guo)....Pages 672-683 Image Recognition with Deep Learning for Library Book Identification (Kaichen Tang, Hongtao Lu, Xiaohua Shi)....Pages 684-696 Learning Affective Features Based on VIP for Video Affective Content Analysis (Yingying Zhu, Min Tong, Tinglin Huang, Zhenkun Wen, Qi Tian)....Pages 697-707 Research on Multitask Deep Learning Network for Semantic Segmentation and Object Detection (Ting Rui, Feng Xiao, Jian Tang, Fukai Zhang, Chengsong Yang, Min Liu)....Pages 708-718 Learning to Match Using Siamese Network for Object Tracking (Chaopeng Li, Hong Lu, Jian Jiao, Wenqiang Zhang)....Pages 719-729 Macropixel Based Fast Motion Estimation for Plenoptic Video Compression (Lingjun Li, Xin Jin, Haixu Han, Qionghai Dai)....Pages 730-739 Text to Region: Visual-Word Guided Saliency Detection (Tengfei Xing, Zhaohui Wang, Jianyu Yang, Yi Ji, Chunping Liu)....Pages 740-749 Text-Guided Dual-Branch Attention Network for Visual Question Answering (Mengfei Li, Li Gu, Yi Ji, Chunping Liu)....Pages 750-760 A Fast Zero-Quantized Percentage Model for Video Coding with RDO Quantization (Haoyun Yang, Haibing Yin, Xiaofeng Huang)....Pages 761-771 Partially Separated Networks for Person Search (Chuanchuan Chen, Jingbo Fan, Yuesheng Zhu, Guibo Luo)....Pages 772-782 Action Tree Convolutional Networks: Skeleton-Based Human Action Recognition (Wenjie Liu, Ziyi Zhang, Bing Han, Chenhui Zhu)....Pages 783-792 Research of Secret Sharing Digital Watermarking Scheme Based on Spread Spectrum Algorithm and PCA (Xiaohong Li, Dawei Niu, Shu Zhan, Wubiao Chen)....Pages 793-803 Convolutional Neural Networks Based Image Classification for Himawari-8 Stationary Satellite Imagery (Jinglin Zhang, Pu Liu, Jianwei Zheng, Cong Bai)....Pages 804-810 Back Matter ....Pages 811-819