150 citations · 387 across the 22 of their papers we have counts for
4 papers · 1 filter
Semi-Supervised Deep Learning Using Improved Unsupervised Discriminant Projection
Xiao Han, Zihao Wang, Enmei Tu +2
Deep learning demands a huge amount of well-labeled data to train the network parameters. How to use the least amount of labeled data to obtain the desired classification accuracy…
A Generalized Framework for Edge-preserving and Structure-preserving Image Smoothing
Wei Liu, Pingping Zhang, Yinjie Lei +3
Image smoothing is a fundamental procedure in applications of both computer vision and graphics. The required smoothing properties can be different or even contradictive among diff…
Robust Visual Tracking Revisited: From Correlation Filter to Template Matching
Fanghui Liu, Chen Gong, Xiaolin Huang +3
In this paper, we propose a novel matching based tracker by investigating the relationship between template matching and the recent popular correlation filter based trackers (CFTs)…
A Regularization Approach for Instance-Based Superset Label Learning
Chen Gong, Tongliang Liu, Yuanyan Tang +3
Different from the traditional supervised learning in which each training example has only one explicit label, superset label learning (SLL) refers to the problem that a training e…