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Hangfan Liu
Hangfan Liu
Assistant Professor, University of Maryland Center for Advanced Imaging Research
Verified email at som.umaryland.edu - Homepage
Title
Cited by
Cited by
Year
Image denoising via adaptive soft-thresholding based on non-local samples
H Liu, R Xiong, J Zhang, W Gao
IEEE Conference on Computer Vision and Pattern Recognition (CVPR), 484-492, 2015
972015
COLA-Net: Collaborative Attention Network for Image Restoration
C Mou, J Zhang, X Fan, H Liu, R Wang
IEEE Transactions on Multimedia, 2021
942021
Non-local gradient sparsity regularization for image restoration
H Liu, R Xiong, X Zhang, Y Zhang, S Ma, W Gao
IEEE Transactions on Circuits and Systems for Video Technology 27 (9), 1909 …, 2017
812017
Spk2imgnet: Learning to reconstruct dynamic scene from continuous spike stream
J Zhao, R Xiong, H Liu, J Zhang, T Huang
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
692021
Image denoising via bandwise adaptive modeling and regularization exploiting nonlocal similarity
R Xiong, H Liu, X Zhang, J Zhang, S Ma, F Wu, W Gao
IEEE Transactions on Image Processing 25 (12), 5793-5805, 2016
602016
Multi-instance deep learning with graph convolutional neural networks for diagnosis of kidney diseases using ultrasound imaging
S Yin, Q Peng, H Li, Z Zhang, X You, H Liu, K Fischer, SL Furth, ...
Uncertainty for Safe Utilization of Machine Learning in Medical Imaging and …, 2019
392019
Image denoising via low rank regularization exploiting intra and inter patch correlation
H Liu, R Xiong, D Liu, S Ma, F Wu, W Gao
IEEE Transactions on Circuits and Systems for Video Technology 28 (12), 3321 …, 2018
382018
G-CAST: Gradient based image SoftCast for perception-friendly wireless visual communication
R Xiong, H Liu, S Ma, X Fan, F Wu, W Gao
2014 Data Compression Conference, 133-142, 2014
37*2014
DEEPMIR: a deep neural network for differential detection of cerebral microbleeds and iron deposits in MRI
T Rashid, A Abdulkadir, IM Nasrallah, JB Ware, H Liu, P Spincemaille, ...
Scientific reports 11 (1), 14124, 2021
252021
CG-Cast: scalable wireless image SoftCast using compressive gradient
H Liu, R Xiong, X Fan, D Zhao, Y Zhang, W Gao
IEEE Transactions on Circuits and Systems for Video Technology 29 (6), 1832-1843, 2019
252019
Image denoising via structure-constrained low-rank approximation
Y Zhang, R Kang, X Peng, J Wang, J Zhu, J Peng, H Liu
Neural Computing and Applications 32, 12575-12590, 2020
232020
CAS: Correlation adaptive sparse modeling for image denoising
H Liu, J Zhang, R Xiong
IEEE transactions on computational imaging 7, 638-647, 2021
212021
Association of Intensive vs Standard Blood Pressure Control With Regional Changes in Cerebral Small Vessel Disease Biomarkers: Post Hoc Secondary Analysis of the SPRINT MIND …
T Rashid, K Li, JB Toledo, I Nasrallah, NM Pajewski, S Dolui, J Detre, ...
JAMA Network Open 6 (3), e231055, 2023
182023
Deep learning based detection of enlarged perivascular spaces on brain MRI
T Rashid, H Liu, JB Ware, K Li, JR Romero, E Fadaee, IM Nasrallah, ...
Neuroimage: Reports 3 (1), 100162, 2023
172023
Robust collaborative clustering of subjects and radiomic features for cancer prognosis
H Liu, H Li, M Habes, Y Li, P Boimel, J Janopaul-Naylor, Y Xiao, ...
IEEE Transactions on Biomedical Engineering 67 (10), 2735-2744, 2020
162020
Non-local extension of total variation regularization for image restoration
H Liu, R Xiong, S Ma, X Fan, W Gao
2014 IEEE International Symposium on Circuits and Systems (ISCAS), 1102-1105, 2014
162014
Disentangling tau and brain atrophy cluster heterogeneity across the Alzheimer's disease continuum
JB Toledo, H Liu, MJ Grothe, T Rashid, L Launer, LM Shaw, H Snoussi, ...
Alzheimer's & Dementia: Translational Research & Clinical Interventions 8 (1 …, 2022
152022
Cerebral microbleed detection via fourier descriptor with dual domain distribution modeling
H Liu, T Rashid, M Habes
2020 IEEE 17th international symposium on biomedical imaging workshops (ISBI …, 2020
152020
Image super-resolution based on adaptive joint distribution modeling
H Liu, R Xiong, Q Song, F Wu, W Gao
2017 IEEE Visual Communications and Image Processing (VCIP), 1-4, 2017
152017
Content-adaptive low rank regularization for image denoising
H Liu, X Zhang, R Xiong
2016 IEEE International Conference on Image Processing (ICIP), 3091-3095, 2016
152016
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Articles 1–20