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RPCA-induced self-representation for subspace clustering Journal article
Neurocomputing, 2021,Volume: 437,Page: 249-260
Authors:  Zhong,Guo;  Pun,Chi Man
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Low-rank recovery  Robust principal component analysis  Self-representation  Subspace clustering  
The Power of Bounds: Answering Approximate Earth Mover's Distance with Parametric Bounds Journal article
IEEE Transactions on Knowledge and Data Engineering, 2021,Volume: 33,Issue: 2,Page: 768-781
Authors:  Chan,Tsz Nam;  Yiu,Man Lung;  Leong Hou,U.
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approximation framework  Earth mover's distance  parametric bounds  
Learning a Deep Agent to Predict Head Movement in 360-Degree Images Journal article
ACM Transactions on Multimedia Computing, Communications and Applications, 2021,Volume: 16,Issue: 4
Authors:  Zhu,Yucheng;  Zhai,Guangtao;  Min,Xiongkuo;  Zhou,Jiantao
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360 degree  deep reinforcement learning (DRL)  head movement prediction  omnidirectional  panoramic  saliency  VR  
GPU-based parallel Shadow Features generation at neural system for improving gait human activity recognition Journal article
Multimedia Tools and Applications, 2021
Authors:  Brito,Ricardo;  Biuk-Aghai,Robert P.;  Fong,Simon
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CUDA  GPU  Human Activity Recognition (HAR)  Neural networks  Shadow features  
A hybrid shape-based image clustering using time-series analysis Journal article
Multimedia Tools and Applications, 2021,Volume: 80,Issue: 3,Page: 3793-3808
Authors:  Mondal,Atreyee;  Dey,Nilanjan;  Fong,Simon;  Ashour,Amira S.
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Hierarchical clustering  Image to time-series conversion  Pearson correlation distance metric  Shape clustering  Shape similarity  
Rapid facial expression recognition under part occlusion based on symmetric SURF and heterogeneous soft partition network Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 41-42,Page: 30861-30881
Authors:  Hu,Ke;  Huang,Guoheng;  Yang,Ying;  Pun,Chi Man;  Ling,Wing Kuen;  Cheng,Lianglun
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Face inpainting  Facial expression recognition  Gradient calculation  Heterogeneous soft partition  Symmetric SURF  
The Prediction of Saliency Map for Head and Eye Movements in 360 Degree Images Journal article
IEEE Transactions on Multimedia, 2020,Volume: 22,Issue: 9,Page: 2331-2344
Authors:  Zhu,Yucheng;  Zhai,Guangtao;  Min,Xiongkuo;  Zhou,Jiantao
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360 degree  center and peripheral vision  head-eye motion  saliency  scanpath  spherical harmonics  VR  
Learning double weights via data augmentation for robust sparse and collaborative representation-based classification Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 29-30,Page: 20617-20638
Authors:  Zeng,Shaoning;  Zhang,Bob;  Gou,Jianping
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Augmentation  Image classification  Regularization  Sparse representation  
Person re-identification based on multi-level feature complementarity of cross-attention with part metric learning Journal article
Multimedia Tools and Applications, 2020,Volume: 79,Issue: 29-30,Page: 21409-21439
Authors:  Lu,Zeng;  Huang,Guoheng;  Pun,Chi Man;  Cheng,Lianglun
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Cross attention  Joint training  Multi-level complementation  Part triple loss function  Person re-id  
Quality assessment model for smartphone camera photo based on inception network with residual module and batch normalization Conference paper
2020 IEEE International Conference on Multimedia and Expo Workshops, ICMEW 2020
Authors:  Xu,Shuning;  Yan,Junbing;  Hu,Menghan;  Li,Qingli;  Zhou,Jiantao
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Inception  No reference subjec¬tive image quality assessment  Smartphone camera