309 citations · 1.6k across the 77 of their papers we have counts for
5 papers · 1 filter
From Rank Estimation to Rank Approximation: Rank Residual Constraint for Image Restoration
Zhiyuan Zha, Xin Yuan, Bihan Wen +3
In this paper, we propose a novel approach to the rank minimization problem, termed rank residual constraint (RRC) model. Different from existing low-rank based approaches, such as…
Low Rank Tensor Completion for Multiway Visual Data
Zhen Long, Yipeng Liu, Longxi Chen +1
Tensor completion recovers missing entries of multiway data. Teh missing of entries could often be caused during teh data acquisition and transformation. In dis paper, we provide a…
Image Ordinal Classification and Understanding: Grid Dropout with Masking Label
Chao Zhang, Ce Zhu, Jimin Xiao +2
Image ordinal classification refers to predicting a discrete target value which carries ordering correlation among image categories. The limited size of labeled ordinal data render…
Independently Recurrent Neural Network (IndRNN): Building A Longer and Deeper RNN
Shuai Li, Wanqing Li, Chris Cook +2
Recurrent neural networks (RNNs) have been widely used for processing sequential data. However, RNNs are commonly difficult to train due to the well-known gradient vanishing and ex…
Hole Filling with Multiple Reference Views in DIBR View Synthesis
Shuai Li, Ce Zhu, Ming-Ting Sun
Depth-image-based rendering (DIBR) oriented view synthesis has been widely employed in the current depth-based 3D video systems by synthesizing a virtual view from an arbitrary vie…