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Multiscale Superpixel-Based Hyperspectral Image Classification Using Recurrent Neural Networks with Stacked Autoencoders Journal article
IEEE Transactions on Multimedia, 2020,Volume: 22,Issue: 2,Page: 487-501
Authors:  Shi,Cheng;  Pun,Chi Man
Favorite |  | TC[WOS]:6 TC[Scopus]:7 | Submit date:2021/03/11
Hyperspectral image classification  Local and nonlocal similarities  Recurrent neural networks  Stacked autoencoders  
Content-Adaptive Noise Estimation for Color Images with Cross-Channel Noise Modeling Journal article
IEEE Transactions on Image Processing, 2019,Volume: 28,Issue: 8,Page: 4161-4176
Authors:  Dong,Li;  Zhou,Jiantao;  Tang,Yuan Yan
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2021/03/11
color image noise modeling  Noise estimation  weakly textured patch  
On-line video multi-object segmentation based on skeleton model and occlusion detection Journal article
Multimedia Tools and Applications, 2018,Volume: 77,Issue: 23,Page: 31313-31329
Authors:  Huang, Guoheng;  Pun, Chi-Man
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2018/11/06
Multi-object Segmentation  Skeleton Model  Occlusion Detection  Superpixel  On-line  
Multifocus image fusion with enhanced linear spectral clustering and fast depth map estimation Journal article
NEUROCOMPUTING, 2018,Volume: 318,Page: 43-54
Authors:  Duan, Junwei;  Chen, Long;  Chen, C. L. Philip
Favorite |  | TC[WOS]:4 TC[Scopus]:6 | Submit date:2018/10/30
Multifocus image fusion  Superpixel  Linear Spectral Clustering  Depth Information  Multi-image guided filtering  
Superpixel-based 3D deep neural networks for hyperspectral image classification Journal article
PATTERN RECOGNITION, 2018,Volume: 74,Page: 600-616
Authors:  Shi, Cheng;  Pun, Chi-Man
Favorite |  | TC[WOS]:35 TC[Scopus]:35 | Submit date:2018/10/30
Hyperspectral Image Classification  Superpixel  3d Deep Neural Networks  
Perceptual Loss for Superpixel-Level Multispectral and Panchromatic Image Classification Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings, Calgary, Alberta, Canada, April 15-20, 2018
Authors:  Shi C.;  Pun C.-M.
Favorite |  | TC[WOS]:4 TC[Scopus]:3 | Submit date:2019/02/14
Convolutional Neural Networks  Perceptual Loss Function  Spectral Similarity Constraint  Structure Similarity Constraint  
A two-stage localization for copy-move forgery detection Journal article
INFORMATION SCIENCES, 2018,Volume: 463,Page: 33-55
Authors:  Pun, Chi-Man;  Chung, Jim-Lee
Favorite |  | TC[WOS]:13 TC[Scopus]:19 | Submit date:2018/10/30
Copy-move Forgery Detection  Weber Local Descriptor  Discrete Analytic Fourier-main Transform  Circular Blocks With Different Radii  
Content-Adaptive Superpixel Segmentation Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018,Volume: 27,Issue: 6,Page: 2883-2896
Authors:  Xiao, Xiaolin;  Zhou, Yicong;  Gong, Yue-Jiao
Favorite |  | TC[WOS]:11 TC[Scopus]:12 | Submit date:2018/10/30
Content-adaption  Discriminability  Pre-processing  Superpixel  
Robust video co-segmentation based on co-saliency of superpixels Conference paper
Proceedings - 2017 14th International Conference on Computer Graphics, Imaging and Visualization, CGiV 2017, Marrakesh, Morocco, 5 23, 2017 - 5 25, 2017
Authors:  Huang, Guoheng;  Pun, Chi-Man
Favorite |  | TC[WOS]:0 TC[Scopus]:0 | Submit date:2018/11/06
Proposals  Merging  Image Segmentation  Robustness  Computer Vision  Visualization  Conferences  
Differential Evolutionary Superpixel Segmentation Journal article
IEEE TRANSACTIONS ON IMAGE PROCESSING, 2018,Volume: 27,Issue: 3,Page: 1390-1404
Authors:  Gong, Yue-Jiao;  Zhou, Yicong
Favorite |  | TC[WOS]:17 TC[Scopus]:22 | Submit date:2018/10/30
Superpixel segmentation  differential evolution  seeding  preprocessing  clustering