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Hyperspectral Image Super-Resolution via Deep Progressive Zero-Centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2021,Volume: 30,Page: 1423-1438
Authors:  Zhu,Zhiyu;  Hou,Junhui;  Chen,Jie;  Zeng,Huanqiang;  Zhou,Jiantao
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cross-modality  deep learning  Hyperspectral imagery  image fusion  super-resolution  zero-mean normalization  
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  
Adversarial example generation with adaptive gradient search for single and ensemble deep neural network Journal article
Information Sciences, 2020,Volume: 528,Page: 147-167
Authors:  Xiao,Yatie;  Pun,Chi Man;  Liu,Bo
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Adaptive gradient  Adversarial attack  Deep neural networks  Perturbation  
Simulation of novel scintillator crystals for brain PET Journal article
Journal of Instrumentation, 2020,Volume: 15,Issue: 5
Authors:  Ozsahin,I.;  Uzun Ozsahin,D.;  Makarov,P. A.;  Musa,M. S.;  Mok,G. S.P.
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computer-aided diagnosis  Medical-image reconstruction methods and algorithms  computer-aided software  coronary CT angiography (CTA)  Gamma camera  gas and liquid scintillators)  Medicalimage reconstruction methods and algorithms  PET PET/CT  scintillation and light emission processes (solid  Scintillators  SPECT  
Narrow-band polymer dots with pronounced fluorescence fluctuations for dual-color super-resolution imaging Journal article
Nanoscale, 2020,Volume: 12,Issue: 14,Page: 7522-7526
Authors:  Liu,Zhihe;  Liu,Jie;  Zhang,Zhe;  Sun,Zezhou;  Shao,Xuyang;  Guo,Jintong;  Xi,Lei;  Yuan,Zhen;  Zhang,Xuanjun;  Chiu,Daniel T.;  Wu,Changfeng
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Hyperspectral Image Super-resolution via Deep Progressive Zero-centric Residual Learning Journal article
IEEE Transactions on Image Processing, 2020
Authors:  Zhu,Zhiyu;  Hou,Junhui;  Chen,Jie;  Zeng,Huanqiang;  Zhou,Jiantao
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cross-modality  deep learning  Hyperspectral imagery  Hyperspectral imaging  image fusion  Image reconstruction  Optimization  Principal component analysis  Residual neural networks  Spatial resolution  super-resolution  Tensors  zero-mean normalization  
Scale adaptive image cropping for UAV object detection Journal article
Neurocomputing, 2019,Volume: 366,Page: 305-313
Authors:  Zhou,Jingkai;  Vong,Chi Man;  Liu,Qiong;  Wang,Zhenyu
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Data enhancement  Deep neural network  Object detection  UAV aerial imagery  
Generative adversarial network for denoising in dual gated myocardial perfusion SPECT using a population of phantoms and clinical data Conference paper
2019 IEEE Nuclear Science Symposium and Medical Imaging Conference, NSS/MIC 2019
Authors:  Sun,Jingzhang;  Zhang,Qi;  Zhang,Duo;  Pretorius,P. Hendrik;  King,Michael A.;  Mok,Greta S.P.
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Denoising  Dual gating  Generative adversarial network  SPECT  
FFT multichannel interpolation and application to image super-resolution Journal article
Signal Processing, 2019,Volume: 162,Page: 21-34
Authors:  Cheng,Dong;  Kou,Kit Ian
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Error analysis  Hilbert transform  Image super-resolution  Multichannel interpolation  Sampling theorem  Signal reconstruction  
A lung sound category recognition method based on wavelet decomposition and BP neural network Journal article
International Journal of Biological Sciences, 2019,Volume: 15,Issue: 1,Page: 195-207
Authors:  Shi Y.;  Li Y.;  Cai M.;  Zhang X.D.
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Bp Neural Network  Category Recognition  Linear Discriminant Analysis  Lung Sound  Wavelet De-noising