Zongben Xu

$L_{1/2}$ Regularization: A Thresholding Representation Theory and a Fast Solver

Zongben Xu, Xiangyu Chang, Fengmin Xu et al. · IEEE Transactions on Neural Networks and Learning Systems · 2012 · 1K citations

Image super-resolution using gradient profile prior

Zongben Xu, Heung‐Yeung Shum · 2008 · 930 citations

Super-resolution Imaging, Image Analysis, Machine Vision +15

Learning a convolutional neural network for non-uniform motion blur removal

Jian Sun, Wenfei Cao, Zongben Xu et al. · 2015 · 864 citations · Full text

Deblurring, Convolutional Neural Network, Video Restoration +15

Gradient Profile Prior and Its Applications in Image Super-Resolution and Enhancement

Jian Sun, Jian Sun, Zongben Xu et al. · IEEE Transactions on Image Processing · 2010 · 340 citations

Engineering, Machine Learning, Super-resolution Imaging +18

Clustering by scale-space filtering

Yee Leung, Jiangshe Zhang, Zongben Xu · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2000 · 291 citations

Clustering Process, Engineering, Unsupervised Machine Learning +17