| Description |
1 online resource : illustrations (black and white) |
| Series |
Lecture notes in computer science, 0302-9743 ; 11962 |
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LNCS sublibrary: SL 3, Information systems and applications, incl. Internet/Web, and HCI |
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Lecture notes in computer science ; 11962.
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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| Contents |
[I]. Poster papers: Multi-scale Comparison Network for Few-Shot Learning / Pengfei Chen, Minglei Yuan, Tong Lu -- Semantic and Morphological Information Guided Chinese Text Classification / Jiayu Song, Qinghua Xu, Wei Liu, Yueran Zu, Mengdong Chen -- 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 -- Efficient Edge Caching for High-Quality 360-Degree Video Delivery / Dongbiao He, Jinlei Jiang, Cédric Westphal, Guangwen Yang -- 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. -- PRIME: Block-Wise Missingness Handling for Multi-modalities in Intelligent Tutoring Systems / Xi Yang, Yeo-Jin Kim, Michelle Taub, Roger Azevedo, Min Chi -- A New Local Transformation Module for Few-Shot Segmentation / Yuwei Yang, Fanman Meng, Hongliang Li, Qingbo Wu, Xiaolong Xu, Shuai Chen -- Background Segmentation for Vehicle Re-identification / Mingjie Wu, Yongfei Zhang, Tianyu Zhang, Wenqi Zhang -- Face Tells Detailed Expression: Generating Comprehensive Facial Expression Sentence Through Facial Action Units / Joanna Hong, Hong Joo Lee, Yelin Kim, Yong Man Ro -- A Deep Convolutional Deblurring and Detection Neural Network for Localizing Text in Videos / Yang Wang, Ye Qian, Jiahao Shi, Feng Su -- Generate Images with Obfuscated Attributes for Private Image Classification / Wei Hou, Dakui Wang, Xiaojun Chen -- Context-Aware Residual Network with Promotion Gates for Single Image Super-Resolution / Xiaozhong Ji, Yirui Wu, Tong Lu -- A Compact Deep Neural Network for Single Image Super-Resolution / Xiaoyu Xu, Jian Qian, Li Yu, Shengju Yu, HaoTao, Ran Zhu |
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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. -- Structured Neural Motifs: Scene Graph Parsing via Enhanced Context / Yiming Li, Xiaoshan Yang, Changsheng Xu -- Perceptual Localization of Virtual Sound Source Based on Loudspeaker Triplet / Duanzheng Guan, Dengshi Li, Xuebei Cai, Xiaochen Wang, Ruimin Hu -- TK-Text: Multi-shaped Scene Text Detection via Instance Segmentation / Xiaoge Song, Yirui Wu, Wenhai Wang, Tong Lu -- More-Natural Mimetic Words Generation for Fine-Grained Gait Description / Hirotaka Kato, Takatsugu Hirayama, Ichiro Ide, Keisuke Doman, Yasutomo Kawanishi, Daisuke Deguchi et al. -- Lite Hourglass Network for Multi-person Pose Estimation / Ying Zhao, Zhiwei Luo, Changqin Quan, Dianchao Liu, Gang Wang |
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[II]. Special session papers SS1 : AI-powered 3D vision: Single View Depth Estimation via Dense Convolution Network with Self-supervision / Yunhan Sun, Jinlong Shi, Suqin Bai, Qiang Qian, Zhengxing Sun -- Multi-data UAV Images for Large Scale Reconstruction of Buildings / Menghan Zhang, Yunbo Rao, Jiansu Pu, Xun Luo, Qifei Wang -- Deformed Phase Prediction Using SVM for Structured Light Depth Generation / Sen Xiang, Qiong Liu, Huiping Deng, Jin Wu, Li Yu -- Extraction of Multi-class Multi-instance Geometric Primitives from Point Clouds Using Energy Minimization / Liang Wang, Biying Yan, Fuqing Duan, Ke Lu -- Similarity Graph Convolutional Construction Network for Interactive Action Recognition / Xiangyu Sun, Qiong Liu, You Yang -- Content-Aware Cubemap Projection for Panoramic Image via Deep Q-Learning / Zihao Chen, Xu Wang, Yu Zhou, Longhao Zou, Jianmin Jiang -- Robust RGB-D Data Registration Based on Correntropy and Bi-directional Distance / Teng Wan, Shaoyi Du, Wenting Cui, Qixing Xie, Yuying Liu, Zuoyong Li -- InSphereNet: A Concise Representation and Classification Method for 3D Object / Hui Cao, Haikuan Du, Siyu Zhang, Shen Cai -- 3-D Oral Shape Retrieval Using Registration Algorithm / Wenting Cui, Shaoyi Du, Teng Wan, Yan Liu, Yuying Liu, Yang Yang et al. -- Face Super-Resolution by Learning Multi-view Texture Compensation / Yu Wang, Tao Lu, Ruobo Xu, Yanduo Zhang -- Light Field Salient Object Detection via Hybrid Priors / Junlin Zhang, Xu Wang |
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[III]. SS2 : Multimedia analytics : perspectives, tools and applications: Multimedia Analytics Challenges and Opportunities for Creating Interactive Radio Content / Werner Bailer, Maarten Wijnants, Hendrik Lievens, Sandy Claes -- Interactive Search and Exploration in Discussion Forums Using Multimodal Embeddings / Iva Gornishka, Stevan Rudinac, Marcel Worring -- An Inverse Mapping with Manifold Alignment for Zero-Shot Learning / Xixun Wu, Binheng Song, Zhixiang Wang, Chun Yuan -- Baseline Analysis of a Conventional and Virtual Reality Lifelog Retrieval System / Aaron Duane, Cathal Gurrin -- 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 |
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[IV]. SS3 : MDRE : multimedia datasets for repeatable experimentation: GLENDA: Gynecologic Laparoscopy Endometriosis Dataset / Andreas Leibetseder, Sabrina Kletz, Klaus Schoeffmann, Simon Keckstein, Jörg Keckstein -- Kvasir-SEG: A Segmented Polyp Dataset / Debesh Jha, Pia H. Smedsrud, Michael A. Riegler, Pål Halvorsen, Thomas de Lange, Dag Johansen et al. -- Rethinking the Test Collection Methodology for Personal Self-tracking Data / Frank Hopfgartner, Cathal Gurrin, Hideo Joho -- Experiences and Insights from the Collection of a Novel Multimedia EEG Dataset / Graham Healy, Zhengwei Wang, Tomas Ward, Alan Smeaton, Cathal Gurrin |
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[V]. SS4 : MMAC : multi-modal affective computing of large-scale multimedia data: Relation Modeling with Graph Convolutional Networks for Facial Action Unit Detection / Zhilei Liu, Jiahui Dong, Cuicui Zhang, Longbiao Wang, Jianwu Dang -- Enhanced Gaze Following via Object Detection and Human Pose Estimation / Jian Guan, Liming Yin, Jianguo Sun, Shuhan Qi, Xuan Wang, Qing Liao -- Region Based Adversarial Synthesis of Facial Action Units / Zhilei Liu, Diyi Liu, Yunpeng Wu -- Facial Expression Restoration Based on Improved Graph Convolutional Networks / Zhilei Liu, Le Li, Yunpeng Wu, Cuicui Zhang -- Global Affective Video Content Regression Based on Complementary Audio-Visual Features / Xiaona Guo, Wei Zhong, Long Ye, Li Fang, Yan Heng, Qin Zhang |
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[VI]. SS5 : MULTIMED : multimedia and multimodal analytics in the medical domain and pervasive environments: 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 -- AttenNet: Deep Attention Based Retinal Disease Classification in OCT Images / Jun Wu, Yao Zhang, Jie Wang, Jianchun Zhao, Dayong Ding, Ningjiang Chen et al. -- 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 -- Instrument Recognition in Laparoscopy for Technical Skill Assessment / Sabrina Kletz, Klaus Schoeffmann, Andreas Leibetseder, Jenny Benois-Pineau, Heinrich Husslein -- Real-Time Recognition of Daily Actions Based on 3D Joint Movements and Fisher Encoding / Panagiotis Giannakeris, Georgios Meditskos, Konstantinos Avgerinakis, Stefanos Vrochidis, Ioannis Kompatsiaris -- Model-Based and Class-Based Fusion of Multisensor Data / Athina Tsanousa, Angelos Chatzimichail, Georgios Meditskos, Stefanos Vrochidis, Ioannis Kompatsiaris -- Evaluating the Generalization Performance of Instrument Classification in Cataract Surgery Videos / Natalia Sokolova, Klaus Schoeffmann, Mario Taschwer, Doris Putzgruber-Adamitsch, Yosuf El-Shabrawi |
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[VII]. SS6 : Intelligent multimedia security: Compact Position-Aware Attention Network for Image Semantic Segmentation / Yajun Xu, Zhendong Mao, Peng Zhang, Bin Wang -- Law Is Order: Protecting Multimedia Network Transmission by Game Theory and Mechanism Design / Chuanbin Liu, Youliang Tian, Hongtao Xie -- Rational Delegation Computing Using Information Theory and Game Theory Approach / Qiuxian Li, Youliang Tian -- Multi-hop Interactive Cross-Modal Retrieval / Xuecheng Ning, Xiaoshan Yang, Changsheng Xu |
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[VIII]. Demo papers: Browsing Visual Sentiment Datasets Using Psycholinguistic Groundings / Marc A. Kastner, Ichiro Ide, Yasutomo Kawanishi, Takatsugu Hirayama, Daisuke Deguchi, Hiroshi Murase -- 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 -- Lyrics-Conditioned Neural Melody Generation / Yi Yu, Florian Harscoët, Simon Canales, Gurunath Reddy M, Suhua Tang, Junjun Jiang -- A Web-Based Visualization Tool for 3D Spatial Coverage Measurement of Aerial Images / Abdullah Alfarrarjeh, Zeyu Ma, Seon Ho Kim, Yeonsoo Park, Cyrus Shahabi -- An Attention Based Speaker-Independent Audio-Visual Deep Learning Model for Speech Enhancement / Zhongbo Sun, Yannan Wang, Li Cao -- DIME: An Online Tool for the Visual Comparison of Cross-modal Retrieval Models / Tony Zhao, Jaeyoung Choi, Gerald Friedland -- Real-Time Demonstration of Personal Audio and 3D Audio Rendering Using Line Array Systems / Jung-Woo Choi -- A CNN-Based Multi-scale Super-Resolution Architecture on FPGA for 4K/8K UHD Applications / Yongwoo Kim, Jae-Seok Choi, Jaehyup Lee, Munchurl Kim -- Effective Utilization of Hybrid Residual Modules in Deep Neural Networks for Super Resolution / Abdul Muqeet, Sung-Ho Bae |
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[IX]. VBS papers: diveXplore 4.0: The ITEC Deep Interactive Video Exploration System at VBS2020 / Andreas Leibetseder, Bernd Münzer, Jürgen Primus, Sabrina Kletz, Klaus Schoeffmann -- 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 -- An Interactive Video Search Platform for Multi-modal Retrieval with Advanced Concepts / Nguyen-Khang Le, Dieu-Hien Nguyen, Minh-Triet Tran -- VIREO @ Video Browser Showdown 2020 / Phuong Anh Nguyen, Jiaxin Wu, Chong-Wah Ngo, Danny Francis, Benoit Huet -- VERGE in VBS 2020 / Stelios Andreadis, Anastasia Moumtzidou, Konstantinos Apostolidis, Konstantinos Gkountakos, Damianos Galanopoulos, Emmanouil Michail et al. -- VIRET at Video Browser Showdown 2020 / Jakub Lokoč, Gregor Kovalčík, Tomáš Souček -- SOM-Hunter: Video Browsing with Relevance-to-SOM Feedback Loop / Miroslav Kratochvíl, Patrik Veselý, František Mejzlík, Jakub Lokoč -- Exquisitor at the Video Browser Showdown 2020 / Björn Þór Jónsson, Omar Shahbaz Khan, Dennis C. Koelma, Stevan Rudinac, Marcel Worring, Jan Zahálka -- Deep Learning-Based Video Retrieval Using Object Relationships and Associated Audio Classes / Byoungjun Kim, Ji Yea Shim, Minho Park, Yong Man Ro -- IVIST: Interactive VIdeo Search Tool in VBS 2020 / Sungjune Park, Jaeyub Song, Minho Park, Yong Man Ro |
| Summary |
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 |
| Bibliography |
Includes bibliographical references and author index |
| Notes |
Online resource; title from PDF title page (Springer, viewed January 15, 2020) |
| Subject |
Multimedia systems -- Congresses
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Computer simulation -- Congresses
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Computer simulation
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Multimedia systems
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| Genre/Form |
proceedings (reports)
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Conference papers and proceedings
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Conference papers and proceedings.
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Actes de congrès.
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| Form |
Electronic book
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| Author |
Cheng, Wen-Huang, editor
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| ISBN |
9783030377342 |
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3030377342 |
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