MultiMedia Modeling: 26th International Conference, MMM 2020, Daejeon, South Korea, January 5–8, 2020, Proceedings, Part II (Information Systems and Applications, ... incl. Internet/Web, and HCI Book 11962)

The two-volume set LNCS 11961 and 11962 constitutes the thoroughly refereed proceedings of the 25th International Conference on MultiMedia Modeling, MMM 2020, held in Daejeon, South Korea, in January 2020. Of the 171 submitted full research papers, 40 papers were selected for oral presentation and 46 for poster presentation; 28 special session papers were selected for oral presentation and 8 for poster presentation; in addition, 9 demonstration papers and 6 papers for the Video Browser Showdown 2020 were accepted. The papers of LNCS 11961 are organized in the following topical sections: audio and signal processing; coding and HVS; color processing and art; detection and classification; face; image processing; learning and knowledge representation; video processing; poster papers; the papers of LNCS 11962 are organized in the following topical sections: poster papers; AI-powered 3D vision; multimedia analytics: perspectives, tools and applications; multimedia datasets for repeatable experimentation; multi-modal affective computing of large-scale multimedia data; multimedia and multimodal analytics in the medical domain and pervasive environments; intelligent multimedia security; demo papers; and VBS papers. -- Provided by publisher Front Matter ....Pages i-xxx Front Matter ....Pages 1-1 Multi-scale Comparison Network for Few-Shot Learning (Pengfei Chen, Minglei Yuan, Tong Lu)....Pages 3-13 Semantic and Morphological Information Guided Chinese Text Classification (Jiayu Song, Qinghua Xu, Wei Liu, Yueran Zu, Mengdong Chen)....Pages 14-26 A Delay-Aware Adaptation Framework for Cloud Gaming Under the Computation Constraint of User Devices (Duc V. Nguyen, Huyen T. T. Tran, Truong Cong Thang)....Pages 27-38 Efficient Edge Caching for High-Quality 360-Degree Video Delivery (Dongbiao He, Jinlei Jiang, Cédric Westphal, Guangwen Yang)....Pages 39-51 Inferring Emphasis for Real Voice Data: An Attentive Multimodal Neural Network Approach (Suping Zhou, Jia Jia, Long Zhang, Yanfeng Wang, Wei Chen, Fanbo Meng et al.)....Pages 52-62 PRIME: Block-Wise Missingness Handling for Multi-modalities in Intelligent Tutoring Systems (Xi Yang, Yeo-Jin Kim, Michelle Taub, Roger Azevedo, Min Chi)....Pages 63-75 A New Local Transformation Module for Few-Shot Segmentation (Yuwei Yang, Fanman Meng, Hongliang Li, Qingbo Wu, Xiaolong Xu, Shuai Chen)....Pages 76-87 Background Segmentation for Vehicle Re-identification (Mingjie Wu, Yongfei Zhang, Tianyu Zhang, Wenqi Zhang)....Pages 88-99 Face Tells Detailed Expression: Generating Comprehensive Facial Expression Sentence Through Facial Action Units (Joanna Hong, Hong Joo Lee, Yelin Kim, Yong Man Ro)....Pages 100-111 A Deep Convolutional Deblurring and Detection Neural Network for Localizing Text in Videos (Yang Wang, Ye Qian, Jiahao Shi, Feng Su)....Pages 112-124 Generate Images with Obfuscated Attributes for Private Image Classification (Wei Hou, Dakui Wang, Xiaojun Chen)....Pages 125-135 Context-Aware Residual Network with Promotion Gates for Single Image Super-Resolution (Xiaozhong Ji, Yirui Wu, Tong Lu)....Pages 136-147 A Compact Deep Neural Network for Single Image Super-Resolution (Xiaoyu Xu, Jian Qian, Li Yu, Shengju Yu, HaoTao, Ran Zhu)....Pages 148-160 An Efficient Algorithm of Facial Expression Recognition by TSG-RNN Network (Kai Huang, Jianjun Li, Shichao Cheng, Jie Yu, Wanyong Tian, Lulu Zhao et al.)....Pages 161-174 Structured Neural Motifs: Scene Graph Parsing via Enhanced Context (Yiming Li, Xiaoshan Yang, Changsheng Xu)....Pages 175-188 Perceptual Localization of Virtual Sound Source Based on Loudspeaker Triplet (Duanzheng Guan, Dengshi Li, Xuebei Cai, Xiaochen Wang, Ruimin Hu)....Pages 189-200 TK-Text: Multi-shaped Scene Text Detection via Instance Segmentation (Xiaoge Song, Yirui Wu, Wenhai Wang, Tong Lu)....Pages 201-213 More-Natural Mimetic Words Generation for Fine-Grained Gait Description (Hirotaka Kato, Takatsugu Hirayama, Ichiro Ide, Keisuke Doman, Yasutomo Kawanishi, Daisuke Deguchi et al.)....Pages 214-225 Lite Hourglass Network for Multi-person Pose Estimation (Ying Zhao, Zhiwei Luo, Changqin Quan, Dianchao Liu, Gang Wang)....Pages 226-238 Front Matter ....Pages 239-239 Single View Depth Estimation via Dense Convolution Network with Self-supervision (Yunhan Sun, Jinlong Shi, Suqin Bai, Qiang Qian, Zhengxing Sun)....Pages 241-253 Multi-data UAV Images for Large Scale Reconstruction of Buildings (Menghan Zhang, Yunbo Rao, Jiansu Pu, Xun Luo, Qifei Wang)....Pages 254-266 Deformed Phase Prediction Using SVM for Structured Light Depth Generation (Sen Xiang, Qiong Liu, Huiping Deng, Jin Wu, Li Yu)....Pages 267-278 Extraction of Multi-class Multi-instance Geometric Primitives from Point Clouds Using Energy Minimization (Liang Wang, Biying Yan, Fuqing Duan, Ke Lu)....Pages 279-290 Similarity Graph Convolutional Construction Network for Interactive Action Recognition (Xiangyu Sun, Qiong Liu, You Yang)....Pages 291-303 Content-Aware Cubemap Projection for Panoramic Image via Deep Q-Learning (Zihao Chen, Xu Wang, Yu Zhou, Longhao Zou, Jianmin Jiang)....Pages 304-315 Robust RGB-D Data Registration Based on Correntropy and Bi-directional Distance (Teng Wan, Shaoyi Du, Wenting Cui, Qixing Xie, Yuying Liu, Zuoyong Li)....Pages 316-326 InSphereNet: A Concise Representation and Classification Method for 3D Object (Hui Cao, Haikuan Du, Siyu Zhang, Shen Cai)....Pages 327-339 3-D Oral Shape Retrieval Using Registration Algorithm (Wenting Cui, Shaoyi Du, Teng Wan, Yan Liu, Yuying Liu, Yang Yang et al.)....Pages 340-349 Face Super-Resolution by Learning Multi-view Texture Compensation (Yu Wang, Tao Lu, Ruobo Xu, Yanduo Zhang)....Pages 350-360 Light Field Salient Object Detection via Hybrid Priors (Junlin Zhang, Xu Wang)....Pages 361-372 Front Matter ....Pages 373-373 Multimedia Analytics Challenges and Opportunities for Creating Interactive Radio Content (Werner Bailer, Maarten Wijnants, Hendrik Lievens, Sandy Claes)....Pages 375-387 Interactive Search and Exploration in Discussion Forums Using Multimodal Embeddings (Iva Gornishka, Stevan Rudinac, Marcel Worring)....Pages 388-399 An Inverse Mapping with Manifold Alignment for Zero-Shot Learning (Xixun Wu, Binheng Song, Zhixiang Wang, Chun Yuan)....Pages 400-411 Baseline Analysis of a Conventional and Virtual Reality Lifelog Retrieval System (Aaron Duane, Cathal Gurrin)....Pages 412-423 An Extensible Framework for Interactive Real-Time Visualizations of Large-Scale Heterogeneous Multimedia Information from Online Sources (Aikaterini Katmada, George Kalpakis, Theodora Tsikrika, Stelios Andreadis, Stefanos Vrochidis, Ioannis Kompatsiaris)....Pages 424-435 Front Matter ....Pages 437-437 GLENDA: Gynecologic Laparoscopy Endometriosis Dataset (Andreas Leibetseder, Sabrina Kletz, Klaus Schoeffmann, Simon Keckstein, Jörg Keckstein)....Pages 439-450 Kvasir-SEG: A Segmented Polyp Dataset (Debesh Jha, Pia H. Smedsrud, Michael A. Riegler, Pål Halvorsen, Thomas de Lange, Dag Johansen et al.)....Pages 451-462 Rethinking the Test Collection Methodology for Personal Self-tracking Data (Frank Hopfgartner, Cathal Gurrin, Hideo Joho)....Pages 463-474 Experiences and Insights from the Collection of a Novel Multimedia EEG Dataset (Graham Healy, Zhengwei Wang, Tomas Ward, Alan Smeaton, Cathal Gurrin)....Pages 475-486 Front Matter ....Pages 487-487 Relation Modeling with Graph Convolutional Networks for Facial Action Unit Detection (Zhilei Liu, Jiahui Dong, Cuicui Zhang, Longbiao Wang, Jianwu Dang)....Pages 489-501 Enhanced Gaze Following via Object Detection and Human Pose Estimation (Jian Guan, Liming Yin, Jianguo Sun, Shuhan Qi, Xuan Wang, Qing Liao)....Pages 502-513 Region Based Adversarial Synthesis of Facial Action Units (Zhilei Liu, Diyi Liu, Yunpeng Wu)....Pages 514-526 Facial Expression Restoration Based on Improved Graph Convolutional Networks (Zhilei Liu, Le Li, Yunpeng Wu, Cuicui Zhang)....Pages 527-539 Global Affective Video Content Regression Based on Complementary Audio-Visual Features (Xiaona Guo, Wei Zhong, Long Ye, Li Fang, Yan Heng, Qin Zhang)....Pages 540-550 Front Matter ....Pages 551-551 Studying Public Medical Images from the Open Access Literature and Social Networks for Model Training and Knowledge Extraction (Henning Müller, Vincent Andrearczyk, Oscar Jimenez del Toro, Anjani Dhrangadhariya, Roger Schaer, Manfredo Atzori)....Pages 553-564 AttenNet: Deep Attention Based Retinal Disease Classification in OCT Images (Jun Wu, Yao Zhang, Jie Wang, Jianchun Zhao, Dayong Ding, Ningjiang Chen et al.)....Pages 565-576 NOVA: A Tool for Explanatory Multimodal Behavior Analysis and Its Application to Psychotherapy (Tobias Baur, Sina Clausen, Alexander Heimerl, Florian Lingenfelser, Wolfgang Lutz, Elisabeth André)....Pages 577-588 Instrument Recognition in Laparoscopy for Technical Skill Assessment (Sabrina Kletz, Klaus Schoeffmann, Andreas Leibetseder, Jenny Benois-Pineau, Heinrich Husslein)....Pages 589-600 Real-Time Recognition of Daily Actions Based on 3D Joint Movements and Fisher Encoding (Panagiotis Giannakeris, Georgios Meditskos, Konstantinos Avgerinakis, Stefanos Vrochidis, Ioannis Kompatsiaris)....Pages 601-613 Model-Based and Class-Based Fusion of Multisensor Data (Athina Tsanousa, Angelos Chatzimichail, Georgios Meditskos, Stefanos Vrochidis, Ioannis Kompatsiaris)....Pages 614-625 Evaluating the Generalization Performance of Instrument Classification in Cataract Surgery Videos (Natalia Sokolova, Klaus Schoeffmann, Mario Taschwer, Doris Putzgruber-Adamitsch, Yosuf El-Shabrawi)....Pages 626-636 Front Matter ....Pages 637-637 Compact Position-Aware Attention Network for Image Semantic Segmentation (Yajun Xu, Zhendong Mao, Peng Zhang, Bin Wang)....Pages 639-650 Law Is Order: Protecting Multimedia Network Transmission by Game Theory and Mechanism Design (Chuanbin Liu, Youliang Tian, Hongtao Xie)....Pages 651-668 Rational Delegation Computing Using Information Theory and Game Theory Approach (Qiuxian Li, Youliang Tian)....Pages 669-680 Multi-hop Interactive Cross-Modal Retrieval (Xuecheng Ning, Xiaoshan Yang, Changsheng Xu)....Pages 681-693 Front Matter ....Pages 695-695 Browsing Visual Sentiment Datasets Using Psycholinguistic Groundings (Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase)....Pages 697-702 Framework Design for Multiplayer Motion Sensing Game in Mixture Reality (Chih-Yao Chang, Bo-I Chuang, Chi-Chun Hsia, Wen-Cheng Chen, Min-Chun Hu)....Pages 703-708 Lyrics-Conditioned Neural Melody Generation (Yi Yu, Florian Harscoët, Simon Canales, Gurunath Reddy M, Suhua Tang, Junjun Jiang)....Pages 709-714 A Web-Based Visualization Tool for 3D Spatial Coverage Measurement of Aerial Images (Abdullah Alfarrarjeh, Zeyu Ma, Seon Ho Kim, Yeonsoo Park, Cyrus Shahabi)....Pages 715-721 An Attention Based Speaker-Independent Audio-Visual Deep Learning Model for Speech Enhancement (Zhongbo Sun, Yannan Wang, Li Cao)....Pages 722-728 DIME: An Online Tool for the Visual Comparison of Cross-modal Retrieval Models (Tony Zhao, Jaeyoung Choi, Gerald Friedland)....Pages 729-733 Real-Time Demonstration of Personal Audio and 3D Audio Rendering Using Line Array Systems (Jung-Woo Choi)....Pages 734-738 A CNN-Based Multi-scale Super-Resolution Architecture on FPGA for 4K/8K UHD Applications (Yongwoo Kim, Jae-Seok Choi, Jaehyup Lee, Munchurl Kim)....Pages 739-744 Effective Utilization of Hybrid Residual Modules in Deep Neural Networks for Super Resolution (Abdul Muqeet, Sung-Ho Bae)....Pages 745-750 Front Matter ....Pages 751-751 diveXplore 4.0: The ITEC Deep Interactive Video Exploration System at VBS2020 (Andreas Leibetseder, Bernd Münzer, Jürgen Primus, Sabrina Kletz, Klaus Schoeffmann)....Pages 753-759 Combining Boolean and Multimedia Retrieval in vitrivr for Large-Scale Video Search (Loris Sauter, Mahnaz Amiri Parian, Ralph Gasser, Silvan Heller, Luca Rossetto, Heiko Schuldt)....Pages 760-765 An Interactive Video Search Platform for Multi-modal Retrieval with Advanced Concepts (Nguyen-Khang Le, Dieu-Hien Nguyen, Minh-Triet Tran)....Pages 766-771 VIREO @ Video Browser Showdown 2020 (Phuong Anh Nguyen, Jiaxin Wu, Chong-Wah Ngo, Danny Francis, Benoit Huet)....Pages 772-777 VERGE in VBS 2020 (Stelios Andreadis, Anastasia Moumtzidou, Konstantinos Apostolidis, Konstantinos Gkountakos, Damianos Galanopoulos, Emmanouil Michail et al.)....Pages 778-783 VIRET at Video Browser Showdown 2020 (Jakub Lokoč, Gregor Kovalčík, Tomáš Souček)....Pages 784-789 SOM-Hunter: Video Browsing with Relevance-to-SOM Feedback Loop (Miroslav Kratochvíl, Patrik Veselý, František Mejzlík, Jakub Lokoč)....Pages 790-795 Exquisitor at the Video Browser Showdown 2020 (Björn Þór Jónsson, Omar Shahbaz Khan, Dennis C. Koelma, Stevan Rudinac, Marcel Worring, Jan Zahálka)....Pages 796-802 Deep Learning-Based Video Retrieval Using Object Relationships and Associated Audio Classes (Byoungjun Kim, Ji Yea Shim, Minho Park, Yong Man Ro)....Pages 803-808 IVIST: Interactive VIdeo Search Tool in VBS 2020 (Sungjune Park, Jaeyub Song, Minho Park, Yong Man Ro)....Pages 809-814 Back Matter ....Pages 815-820