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Image restoration of motion artifacts in cardiac arteries and vessels based on a generative adversarial network Journal article
Quantitative Imaging in Medicine and Surgery, 2022,Volume: 12,Issue: 5,Page: 2755-2766
Authors:  Deng, Fuquan;  Wan, Qian;  Zeng, Yingting;  Shi, Yanbin;  Wu, Huiying;  Wu, Yu;  Xu, Weifeng;  Mok, Greta S.P.;  Zhang, Xiaochun;  Hu, Zhanli
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Coronary computed tomography angiography (CCTA)  cycle generative adversarial network  motion artifact  
Correction of out-of-focus microscopic images by deep learning Journal article
Computational and Structural Biotechnology Journal, 2022,Volume: 20,Page: 1957-1966
Authors:  Zhang, Chi;  Jiang, Hao;  Liu, Weihuang;  Li, Junyi;  Tang, Shiming;  Juhas, Mario;  Zhang, Yang
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Bright-field microscope  Confocal fluorescence microscope  CycleGAN  Deep learning  Leishmania parasite  Mammalian cell  Microscopic image  Out-of-focus correction  
Saliency-guided remote sensing image super-resolution Journal article
Remote Sensing, 2021,Volume: 13,Issue: 24
Authors:  Liu, Baodi;  Zhao, Lifei;  Li, Jiaoyue;  Zhao, Hengle;  Liu, Weifeng;  Li, Ye;  Wang, Yanjiang;  Chen, Honglong;  Cao, Weijia
Favorite |  | TC[WOS]:1 TC[Scopus]:1 | Submit date:2022/01/14
Generative Adversarial Network  Image Super-resolution  Remote Sensing Image  Salient Object Detection  
Improving adversarial attacks on deep neural networks via constricted gradient-based perturbations Journal article
Information Sciences, 2021,Volume: 571,Page: 104-132
Authors:  Xiao, Yatie;  Pun, Chi Man
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Adversary  Constricted Strategy  Deep Neural Networks  Perturbations  
Fooling deep neural detection networks with adaptive object-oriented adversarial perturbation Journal article
Pattern Recognition, 2021,Volume: 115
Authors:  Xiao, Yatie;  Pun, Chi Man;  Liu, Bo
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Adaptive Object-oriented Perturbation  Adversarial Attack  Object Detection  
Globally and Locally Semantic Colorization via Exemplar-Based Broad-GAN Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 8526-8539
Authors:  Li, Haoxuan;  Sheng, Bin;  Li, Ping;  Ali, Riaz;  Chen, C. L.Philip
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adversarial generative networks  broad learning  example-based  Image colorization  image manipulation  
Deep adversarial quantization network for cross-modal retrieval Conference paper
ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings
Authors:  Zhou, Yu;  Feng, Yong;  Zhou, Mingliang;  Qiang, Baohua;  Leong Hou, U.;  Zhu, Jiajie
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Adversarial learning  Cross-modal retrieval  Innerproduct similarity  Quantization  
RefineDNet: A Weakly Supervised Refinement Framework for Single Image Dehazing Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 3391-3404
Authors:  Zhao, Shiyu;  Zhang, Lin;  Shen, Ying;  Zhou, Yicong
Favorite |  | TC[WOS]:15 TC[Scopus]:16 | Submit date:2022/05/13
image fusion  Single image dehazing  unpaired dehazing dataset  weak supervision  
NOISE HOMOGENIZATION VIA MULTI-CHANNEL WAVELET FILTERING FOR HIGH-FIDELITY SAMPLE GENERATION IN GANS Conference paper
Proceedings - IEEE International Conference on Multimedia and Expo
Authors:  Zeng, Shaoning;  Zhang, Bob
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Generative adversarial network  image analysis  image generation  wavelet filtering  
Fast Training of Adversarial Deep Fuzzy Classifier by Downsizing Fuzzy Rules with Gradient Guided Learning Journal article
IEEE Transactions on Fuzzy Systems, 2021
Authors:  Suhang, Gu;  Vong, Chi Man;  Wong, Pak Kin;  Wang, Shitong
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adversarial TSK fuzzy classifier  Benchmark testing  Classification algorithms  Computer science  Deep fuzzy classifiers  fuzzy rules  Fuzzy sets  gradient guided learning  large-scale datasets  Neural networks  stacked generalization principle  Takagi-Sugeno model  Training