| A weighted dictionary learning model for denoising images corrupted by mixed noise J Liu, XC Tai, H Huang, Z Huan IEEE transactions on image processing 22 (3), 1108-1120, 2012 | 133 | 2012 |
| Image segmentation using a local GMM in a variational framework J Liu, H Zhang Journal of mathematical imaging and vision 46, 161-176, 2013 | 46 | 2013 |
| Convexity shape prior for level set-based image segmentation method S Yan, XC Tai, J Liu, HY Huang IEEE Transactions on Image Processing 29, 7141-7152, 2020 | 35 | 2020 |
| A regularized convolutional neural network for semantic image segmentation F Jia, J Liu, XC Tai Analysis and Applications 19 (01), 147-165, 2021 | 34 | 2021 |
| A fast segmentation method based on constraint optimization and its applications: Intensity inhomogeneity and texture segmentation J Liu, X Tai, H Huang, Z Huan Pattern Recognition 44 (9), 2093-2108, 2011 | 33 | 2011 |
| Learning a discriminative distance metric with label consistency for scene classification Y Wang, L Zhang, H Deng, J Lu, H Huang, L Zhang, J Liu, H Tang, X Xing IEEE Transactions on Geoscience and Remote Sensing 55 (8), 4427-4440, 2017 | 30 | 2017 |
| Block matching local SVD operator based sparsity and TV regularization for image denoising J Liu, S Osher Journal of Scientific Computing 78, 607-624, 2019 | 28 | 2019 |
| Variational-based mixed noise removal with CNN deep learning regularization F Wang, H Huang, J Liu IEEE Transactions on Image Processing 29, 1246-1258, 2019 | 27 | 2019 |
| Nonnegative and nonlocal sparse tensor factorization-based hyperspectral image super-resolution W Wan, W Guo, H Huang, J Liu IEEE Transactions on Geoscience and Remote Sensing 58 (12), 8384-8394, 2020 | 24 | 2020 |
| Discrimination of cucumber anthracnose and cucumber brown speck base on color image statistical characteristics CEN Zhe-xin, LI Bao-ju, SHI Yan-xia, H Hai-yang, LIU Jun, L Ning-fang, ... Acta Horticulturae Sinica 34 (6), 1425, 2007 | 23 | 2007 |
| A block nonlocal TV method for image restoration J Liu, X Zheng SIAM Journal on Imaging Sciences 10 (2), 920-941, 2017 | 21 | 2017 |
| Expectation–maximization algorithm with total variation regularization for vector-valued image segmentation J Liu, YB Ku, S Leung Journal of Visual Communication and Image Representation 23 (8), 1234-1244, 2012 | 21 | 2012 |
| An adaptive method for recovering image from mixed noisy data J Liu, Z Huan, H Huang, H Zhang International Journal of Computer Vision 85, 182-191, 2009 | 21 | 2009 |
| Adaptive variational method for restoring color images with high density impulse noise J Liu, H Huang, Z Huan, H Zhang International journal of computer vision 90, 131-149, 2010 | 20 | 2010 |
| Recognition of tomato foliage disease based on computer vision technology. AL Chai, BJ Li, YX Shi, ZX Cen, HY Huang, J Liu Acta Horticulturae Sinica 37 (9), 1423-1430, 2010 | 17 | 2010 |
| A new continuous max-flow algorithm for multiphase image segmentation using super-level set functions J Liu, X Tai, S Leung, H Huang Journal of Visual Communication and Image Representation 25 (6), 1472-1488, 2014 | 15 | 2014 |
| Image restoration under mixed noise using globally convex segmentation J Liu, Z Huan, H Huang Journal of Visual Communication and Image Representation 22 (3), 263-270, 2011 | 14 | 2011 |
| A splitting algorithm for image segmentation on manifolds represented by the grid based particle method J Liu, S Leung Journal of Scientific Computing 56, 243-266, 2013 | 10 | 2013 |
| AFM image processing for estimating the number and volume of nanoparticles on a rough surface Q Liu, H Wang, J Liu, H Huang Surface and interface analysis 43 (10), 1354-1359, 2011 | 10 | 2011 |
| Nonlocal regularized CNN for image segmentation F Jia, XC Tai, J Liu Inverse Problems & Imaging 14 (5), 891-911, 2020 | 7 | 2020 |
