| Description |
1 online resource : illustrations (black and white) |
| Series |
Lecture notes in computer science, 0302-9743 ; 11961 |
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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 ; 11961.
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LNCS sublibrary. SL 3, Information systems and applications, incl. Internet/Web, and HCI.
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| Contents |
Oral Session 1A: Audio and signal processing: Light Field Reconstruction Using Dynamically Generated Filters / Xiuxiu Jing, Yike Ma, Qiang Zhao, Ke Lyu, Feng Dai -- Speaker-Aware Speech Emotion Recognition by Fusing Amplitude and Phase Information / Lili Guo, Longbiao Wang, Jianwu Dang, Zhilei Liu, Haotian Guan -- Gen-Res-Net: A Novel Generative Model for Singing Voice Separation / Congzhou Tian, Hangyu Li, Deshun Yang, Xiaoou Chen -- A Distinct Synthesizer Convolutional TasNet for Singing Voice Separation / Congzhou Tian, Deshun Yang, Xiaoou Chen -- Exploiting the Importance of Personalization When Selecting Music for Relaxation / Daniel Mélo, Nazareno Andrade |
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Oral Session 2A: Coding and HVS: An Efficient Encoding Method for Video Compositing in HEVC / Yunchang Li, Zhijie Huang, Jun Sun -- VHS to HDTV Video Translation Using Multi-task Adversarial Learning / Hongming Luo, Guangsen Liao, Xianxu Hou, Bozhi Liu, Fei Zhou, Guoping Qiu -- Improving Just Noticeable Difference Model by Leveraging Temporal HVS Perception Characteristics / Haibing Yin, Yafen Xing, Guangjing Xia, Xiaofeng Huang, Chenggang Yan -- Down-Sampling Based Video Coding with Degradation-Aware Restoration-Reconstruction Deep Neural Network / Minh-Man Ho, Gang He, Zheng Wang, Jinjia Zhou -- Beyond Literal Visual Modeling: Understanding Image Metaphor Based on Literal-Implied Concept Mapping / Chengpeng Fu, Jinqiang Wang, Jitao Sang, Jian Yu, Changsheng Xu |
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Oral Session 3A: Color processing and art: Deep Palette-Based Color Decomposition for Image Recoloring with Aesthetic Suggestion / Zhengqing Li, Zhengjun Zha, Yang Cao -- On Creating Multimedia Interfaces for Hybrid Biological-Digital Art Installations / Carlos Castellanos, Bello Bello, Hyeryeong Lee, Mungyu Lee, Yoo Seok Lee, In Seop Chang -- Image Captioning Based on Visual and Semantic Attention / Haiyang Wei, Zhixin Li, Canlong Zhang -- An Illumination Insensitive and Structure-Aware Image Color Layer Decomposition Method / Wengang Cheng, Pengli Dou, Dengwen Zhou -- CartoonRenderer: An Instance-Based Multi-style Cartoon Image Translator / Yugang Chen, Muchun Chen, Chaoyue Song, Bingbing Ni |
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Oral Session 4A: Detection and classification: Multi-condition Place Generator for Robust Place Recognition / Yiting Cheng, Yankai Wang, Lizhe Qi, Wenqiang Zhang -- Guided Refine-Head for Object Detection / Lingyun Zeng, You Song, Wenhai Wang -- Towards Accurate Panel Detection in Manga: A Combined Effort of CNN and Heuristics / Yafeng Zhou, Yongtao Wang, Zheqi He, Zhi Tang, Ching Y. Suen -- Subclass Deep Neural Networks: Re-enabling Neglected Classes in Deep Network Training for Multimedia Classification / Nikolaos Gkalelis, Vasileios Mezaris -- Automatic Material Classification Using Thermal Finger Impression / Jacob Gately, Ying Liang, Matthew Kolessar Wright, Natasha Kholgade Banerjee, Sean Banerjee, Soumyabrata Dey |
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Oral Session 5A: Face: Face Attributes Recognition Based on One-Way Inferential Correlation Between Attributes / Hongkong Ge, Jiayuan Dong, Liyan Zhang -- Eulerian Motion Based 3DCNN Architecture for Facial Micro-Expression Recognition / Yahui Wang, Huimin Ma, Xinpeng Xing, Zeyu Pan -- Emotion Recognition with Facial Landmark Heatmaps / Siyi Mo, Wenming Yang, Guijin Wang, Qingmin Liao -- One-Shot Face Recognition with Feature Rectification via Adversarial Learning / Jianli Zhou, Jun Chen, Chao Liang, Jin Chen -- Visual Sentiment Analysis by Leveraging Local Regions and Human Faces / Ruolin Zheng, Weixin Li, Yunhong Wang |
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Oral Session 6A: Image processing: Prediction-Error Value Ordering for High-Fidelity Reversible Data Hiding / Tong Zhang, Xiaolong Li, Wenfa Qi, Zongming Guo -- Classroom Attention Analysis Based on Multiple Euler Angles Constraint and Head Pose Estimation / Xin Xu, Xin Teng -- Multi-branch Body Region Alignment Network for Person Re-identification / Han Fang, Jun Chen, Qi Tian -- DeepStroke: Understanding Glyph Structure with Semantic Segmentation and Tabu Search / Wenguang Wang, Zhouhui Lian, Yingmin Tang, Jianguo Xiao -- 3D Spatial Coverage Measurement of Aerial Images / Abdullah Alfarrarjeh, Zeyu Ma, Seon Ho Kim, Cyrus Shahabi |
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Oral Session 7A: Learning and knowledge representation: Instance Image Retrieval with Generative Adversarial Training / Hongkai Li, Cong Bai, Ling Huang, Yugang Jiang, Shengyong Chen -- An Effective Way to Boost Black-Box Adversarial Attack / Xinjie Feng, Hongxun Yao, Wenbin Che, Shengping Zhang -- Crowd Knowledge Enhanced Multimodal Conversational Assistant in Travel Domain / Lizi Liao, Lyndon Kennedy, Lynn Wilcox, Tat-Seng Chua -- Improved Model Structure with Cosine Margin OIM Loss for End-to-End Person Search / Haoran Chen, Minghua Zhu, Xuesong Cai, Jufeng Luo, Yunzhou Qiu -- Effective Barcode Hunter via Semantic Segmentation in the Wild / Feng Ni, Xixin Cao |
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Oral Session 7B: Video processing: Wonderful Clips of Playing Basketball: A Database for Localizing Wonderful Actions / Qinyu Li, Lijun Chen, Hanli Wang, Xianhui Liu -- Structural Pyramid Network for Cascaded Optical Flow Estimation / Zefeng Sun, Hanli Wang, Yun Yi, Qinyu Li -- Real-Time Multiple Pedestrians Tracking in Multi-camera System / Muchun Chen, Yugang Chen, Truong Tan Loc, Bingbing Ni -- Learning Multi-feature Based Spatially Regularized and Scale Adaptive Correlation Filters for Visual Tracking / Ying She, Yang Yi -- Unsupervised Video Summarization via Attention-Driven Adversarial Learning / Evlampios Apostolidis, Eleni Adamantidou, Alexandros I. Metsai, Vasileios Mezaris, Ioannis Patras |
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Poster papers: Efficient HEVC Downscale Transcoding Based on Coding Unit Information Mapping / Zhijie Huang, Yunchang Li, Jun Sun -- Fine-Grain Level Sports Video Search Engine / Zikai Song, Junqing Yu, Hengyou Cai, Yangliu Hu, Yi-Ping Phoebe Chen -- The Korean Sign Language Dataset for Action Recognition / Seunghan Yang, Seungjun Jung, Heekwang Kang, Changick Kim -- SEE-LPR: A Semantic Segmentation Based End-to-End System for Unconstrained License Plate Detection and Recognition / Dongqi Tang, Hao Kong, Xi Meng, Ruo-Ze Liu, Tong Lu -- Action Co-localization in an Untrimmed Video by Graph Neural Networks / Changbo Zhai, Le Wang, Qilin Zhang, Zhanning Gao, Zhenxing Niu, Nanning Zheng et al. -- A Novel Attention Enhanced Dense Network for Image Super-Resolution / Zhong-Han Niu, Yang-Hao Zhou, Yu-Bin Yang, Jian-Cong Fan -- Marine Biometric Recognition Algorithm Based on YOLOv3-GAN Network / Ping Liu, Hongbo Yang, Jingnan Fu -- Multi-scale Spatial Location Preference for Semantic Segmentation / Qiuyuan Han, Jin Zheng -- HRTF Representation with Convolutional Auto-encoder / Wei Chen, Ruimin Hu, Xiaochen Wang, Dengshi Li -- Unsupervised Feature Propagation for Fast Video Object Detection Using Generative Adversarial Networks / Xuan Zhang, Guangxing Han, Wenduo He -- OmniEyes: Analysis and Synthesis of Artistically Painted Eyes / Gjorgji Strezoski, Rogier Knoester, Nanne van Noord, Marcel Worring -- LDSNE: Learning Structural Network Embeddings by Encoding Local Distances / Xiyue Gao, Jun Chen, Jing Yao, Wenqian Zhu -- FurcaNeXt: End-to-End Monaural Speech Separation with Dynamic Gated Dilated Temporal Convolutional Networks / Liwen Zhang, Ziqiang Shi, Jiqing Han, Anyan Shi, Ding Ma -- Multi-step Coding Structure of Spatial Audio Object Coding / Chenhao Hu, Ruimin Hu, Xiaochen Wang, Tingzhao Wu, Dengshi Li |
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Thermal Face Recognition Based on Transformation by Residual U-Net and Pixel Shuffle Upsampling / Soumya Chatterjee, Wei-Ta Chu -- K-SVD Based Point Cloud Coding for RGB-D Video Compression Using 3D Super-Point Clustering / Shyi-Chyi Cheng, Ting-Lan Lin, Ping-Yuan Tseng -- Resolution Booster: Global Structure Preserving Stitching Method for Ultra-High Resolution Image Translation / Siying Zhai, Xiwei Hu, Xuanhong Chen, Bingbing Ni, Wenjun Zhang -- Cross Fusion for Egocentric Interactive Action Recognition / Haiyu Jiang, Yan Song, Jiang He, Xiangbo Shu -- Improving Brain Tumor Segmentation with Dilated Pseudo-3D Convolution and Multi-direction Fusion / Sun'ao Liu, Hai Xu, Yizhi Liu, Hongtao Xie -- Texture-Based Fast CU Size Decision and Intra Mode Decision Algorithm for VVC / Jian Cao, Na Tang, Jun Wang, Fan Liang -- An Efficient Hierarchical Near-Duplicate Video Detection Algorithm Based on Deep Semantic Features / Siying Liang, Ping Wang -- Meta Transfer Learning for Adaptive Vehicle Tracking in UAV Videos / Wenfeng Song, Shuai Li, Yuting Guo, Shaoqi Li, Aimin Hao, Hong Qin et al. -- Adversarial Query-by-Image Video Retrieval Based on Attention Mechanism / Ruicong Xu, Li Niu, Liqing Zhang -- Joint Sketch-Attribute Learning for Fine-Grained Face Synthesis / Binxin Yang, Xuejin Chen, Richang Hong, Zihan Chen, Yuhang Li, Zheng-Jun Zha -- High Accuracy Perceptual Video Hashing via Low-Rank Decomposition and DWT / Lv Chen, Dengpan Ye, Shunzhi Jiang -- HMM-Based Person Re-identification in Large-Scale Open Scenario / Dongyang Li, Ruimin Hu, Wenxin Huang, Xiaochen Wang, Dengshi Li, Fei Zheng -- No Reference Image Quality Assessment by Information Decomposition / Junchen Deng, Ci Wang, Shiqi Liu |
| 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 |
9783030377311 |
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3030377318 |
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