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Motion-Inspired Real-Time Garment Synthesis with Temporal-Consistency 期刊论文
JOURNAL OF COMPUTER SCIENCE AND TECHNOLOGY, 2023, 卷号: 38, 期号: 6, 页码: 1356-1368
作者:  Wei, Yu-Kun;  Shi, Min;  Feng, Wen-Ke;  Zhu, Deng-Ming;  Mao, Tian-Lu
收藏  |  浏览/下载：6/0  |  提交时间：2024/05/20
clothing animation  computer graphics  transformer  temporal consistency  
Automatic temporal clothing deformation prediction: applicable to variable shape and motion 期刊论文
TEXTILE RESEARCH JOURNAL, 2023, 页码: 16
作者:  Shi, Min;  Zhuo, Xinru;  Mao, Tianlu;  Zhu, Dengming;  Shao, Xinyan
收藏  |  浏览/下载：12/0  |  提交时间：2023/12/04
Clothing simulation  deep learning  computer graphics  transformer  
Bi-STAN: bilinear spatial-temporal attention network for wearable human activity recognition 期刊论文
INTERNATIONAL JOURNAL OF MACHINE LEARNING AND CYBERNETICS, 2023, 页码: 17
作者:  Gao, Chenlong;  Chen, Yiqiang;  Jiang, Xinlong;  Hu, Lisha;  Zhao, Zhicheng;  Zhang, Yuxin
收藏  |  浏览/下载：18/0  |  提交时间：2023/07/12
Human activity recognition  Spatial-temporal attention  Bilinear pooling  Low-redundancy  
STAM: A SpatioTemporal Attention Based Memory for Video Prediction 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2023, 卷号: 25, 页码: 2354-2367
作者:  Chang, Zheng;  Zhang, Xinfeng;  Wang, Shanshe;  Ma, Siwei;  Gao, Wen
收藏  |  浏览/下载：11/0  |  提交时间：2023/12/04
Global spatiotemporal information  spatio temporal receptive field  3D convolutional neural network  spatiotemporal attention  sequence learning  video prediction  
A Pyramid Semi-Autoregressive Transformer with Rich Semantics for Sign Language Production 期刊论文
SENSORS, 2022, 卷号: 22, 期号: 24, 页码: 15
作者:  Cui, Zhenchao;  Chen, Ziang;  Li, Zhaoxin;  Wang, Zhaoqi
收藏  |  浏览/下载：17/0  |  提交时间：2023/07/12
human pose generation  sign language production  semi-autoregressive transformer  deep learning  
Spatial-temporal modeling for prediction of stylized human motion 期刊论文
NEUROCOMPUTING, 2022, 卷号: 511, 页码: 34-42
作者:  Zhong, Chongyang;  Hu, Lei;  Xia, Shihong
收藏  |  浏览/下载：17/0  |  提交时间：2023/07/12
stylized motion  transformer  human motion prediction  spatial-temporal modeling  constant variance GMM  
A wearable-HAR oriented sensory data generation method based on spatio-temporal reinforced conditional GANs 期刊论文
NEUROCOMPUTING, 2022, 卷号: 493, 页码: 548-567
作者:  Wang, Jiwei;  Chen, Yiqiang;  Gu, Yang
收藏  |  浏览/下载：27/0  |  提交时间：2022/12/07
Conditional SensoryGANs  Spatial-temporal features  Wearable-HAR  Log-cosh based adversarial loss  Cosine similarity  Qualitative visual evaluations  Quantitative evaluations  
MDST-DGCN: A Multilevel Dynamic Spatiotemporal Directed Graph Convolutional Network for Pedestrian Trajectory Prediction 期刊论文
COMPUTATIONAL INTELLIGENCE AND NEUROSCIENCE, 2022, 卷号: 2022, 页码: 10
作者:  Liu, Shaohua;  Liu, Haibo;  Wang, Yisu;  Sun, Jingkai;  Mao, Tianlu
收藏  |  浏览/下载：21/0  |  提交时间：2022/12/07
Hybrid-Attention Enhanced Two-Stream Fusion Network for Video Venue Prediction 期刊论文
IEEE TRANSACTIONS ON MULTIMEDIA, 2021, 卷号: 23, 页码: 2917-2929
作者:  Zhang, Yanchao;  Min, Weiqing;  Nie, Liqiang;  Jiang, Shuqiang
收藏  |  浏览/下载：43/0  |  提交时间：2021/12/01
Visualization  Feature extraction  Convolution  Streaming media  Object oriented modeling  Three-dimensional displays  Neural networks  Feature extraction  knowledge representation  supervised learning  video signal processing  
Combining Recurrent Neural Networks and Adversarial Training for Human Motion Synthesis and Control 期刊论文
IEEE TRANSACTIONS ON VISUALIZATION AND COMPUTER GRAPHICS, 2021, 卷号: 27, 期号: 1, 页码: 14-28
作者:  Wang, Zhiyong;  Chai, Jinxiang;  Xia, Shihong
收藏  |  浏览/下载：33/0  |  提交时间：2021/12/01
Hidden Markov models  Data models  Training  Generators  Mathematical model  Recurrent neural networks  Animation  Deep learning  adversarial training  human motion modeling  synthesis and control