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2nd ICSM 2022: Marseille, France
- Stefano Berretti
, Guan-Ming Su:
Smart Multimedia - Third International Conference, ICSM 2022, Marseille, France, August 25-27, 2022, Revised Selected Papers. Lecture Notes in Computer Science 13497, Springer 2022, ISBN 978-3-031-22060-9
Machine Learning for Multimedia
- Zijian Kuang, Lihang Ying, Xinran Tie, Shi Jin:
Normalizing Flow Based Defect Detection with Motion Detection. 3-17 - Zijian Kuang, Xinran Tie, Xuanyi Wu, Lihang Ying:
FUNet: Flow Based Conference Video Background Subtraction. 18-28 - Zijian Kuang, Xinran Tie:
IARG: Improved Actor Relation Graph Based Group Activity Recognition. 29-40 - Zihan Wang
SPGNet: Spatial Projection Guided 3D Human Pose Estimation in Low Dimensional Space. 41-55
Image Processing
- Guanfang Dong
Unsupervised Face Frontalization GAN Driven by 3D Rotation and Symmetric Filling. 59-74 - Jiajia Zhang, Pei Xiang, Xiang Teng, Xin Zhang, Huixin Zhou:
Infrared and Visible Image Fusion Based on Multi-scale Gaussian Rolling Guidance Filter Decomposition. 75-91 - Xiang Teng, Jiajia Zhang, Zhe Zhang, Sijian Hou, Jun Tang, Huixin Zhou:
Multi-directional Edge Detection Algorithm Based on Fuzzy Logic Judgment. 92-104
Multimedia Applications
- Edgard Musafiri Mimo, Troy McDaniel:
Security Concerns and Citizens' Privacy Implications in Smart Multimedia Applications. 107-115 - Yujin Wu
Metric Learning on Complex Projective Spaces. 116-127 - Citlaly Pérez
Gamified Smart Grid Implementation Through Pico, Nano, and Microgrids in a Sustainable Campus. 128-143 - Chenggui Sun
Product Re-identification System in Fully Automated Defect Detection. 144-156
Multimedia for Medicine and Health-Care
- Nasim Hajari, Irene Cheng:
A Real-Time Fall Classification Model Based on Frame Series Motion Deformation. 159-173 - Amandeep Kaur
GradXcepUNet: Explainable AI Based Medical Image Segmentation. 174-188 - Rahatara Ferdousi
Non-invasive Anemia Detection from Conjunctival Images. 189-201 - Palak, Benjamin Delbos, Rémi Chalard, Richard Moreau, Arnaud Lelevé
3D Segmentation and Visualization of Human Brain CT Images for Surgical Training - A VTK Approach. 202-212
Smart Homes
- Pedro Ponce
The Energy 4.0 Concept and Its Relationship with the S3 Framework. 215-227 - Juana Isabel Méndez
A Real-Time Adaptive Thermal Comfort Model for Sustainable Energy in Interactive Smart Homes: Part I. 228-243 - Adán Medina
A Real-Time Adaptive Thermal Comfort Model for Sustainable Energy in Interactive Smart Homes: Part II. 244-258
Multimedia Environments and Metaverse
- Christine Mégard, Sylvain Bouchigny, Samuel Pouplin, Céline Bonnyaud, Lucie Bertholier, Rafik Goulamhoussen, Pierre Foulon, Nicolas Roche, Frédéric Barbot:
Including Grip Strength Activities into Tabletop Training Environments. 261-271 - Xinyao Sun, Xiao Wu, Shuyi Zhang:
Matrix World - A Programmable 3D Multichain Metaverse. 272-281 - Xinyao Sun, Yi Lu, Jinghan Sun, Bohao Tang, Kyle D. Rehak, Shuyi Zhang:
Matrix Syncer - A Multi-chain Data Aggregator for Supporting Blockchain-Based Metaverses. 282-293 - Liping Bian, Rong Xiao, Ying Lu, Zhibin Luo:
Construction and Design of Food Traceability Based on Blockchain Technology Applying in the Metaverse. 294-305
Deep Learning on Video and Music
- Zhiyuan Lu
Motion Segmentation Based on Pixel Distribution Learning on Unseen Videos. 309-321 - Markus Schwabe
Estimation of Music Recording Quality to Predict Automatic Music Transcription Performance. 322-337 - Jatin Dawar, Prem Raheja, Utkarsh Vashisth, Nasim Hajari, Irene Cheng:
Unleashing the Potential of Data Analytics Through Music. 338-352
Haptic
- Enrique Calderon-Sastre
Impact of PGM Training on Reaction Time and Sense of Agency. 355-368 - Hugo Laplagne, Gwenola Touzot-Jourde, Delphine Holopherne-Doran, Cédric Dumas
Epidural Motor Skills Measurements for Haptic Training. 369-380 - Maciej Lacki
Sensorless Force Approximation Control of 3-DOF Passive Haptic Devices. 381-394 - Connor Giam, Joseph Kong, Troy McDaniel:
Passive Haptic Learning as a Reinforcement Modality for Information. 395-405
Industrial
- Shupei Zhang, Kangkang Hu, Zhenkun Zhou, Anup Basu:
Lighting Enhancement Using Self-attention Guided HDR Reconstruction. 409-418 - Guanfang Dong
MoCap Trajectory-Based Animation Synthesis and Perplexity Driven Compression. 419-429 - Mingpei Tang, Chengcai Leng, Irene Cheng:
Hyperspectral Image Denoising Based on Dual Low-Rank Structure Preservation. 430-441 - Yingnan Ma, Fan Yang, Xudong Li, Chen Jiang, Anup Basu:
SimFormer: Real-to-Sim Transfer with Recurrent Restoration. 442-452 - Wandong Zhang, Q. M. Jonathan Wu, Jiayuan Wang, Zeng Li:
A Novel Method Based on Spatio-Frequency Analysis for HFSWR Ship Detection. 453-461
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