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- Dalian University of TechnologyCN203 papers
- Peking UniversityCN15 papers
- Chinese Academy of SciencesCN14 papers
- Liaoning Normal UniversityCN10 papers
- Institute of Theoretical PhysicsCN9 papers
- Northeast Normal UniversityCN9 papers
- Kavli Institute for Theoretical SciencesCN7 papers
- National University of SingaporeSG7 papers
- Dalian Maritime UniversityCN5 papers
- Harbin Institute of TechnologyCN5 papers
- University of PortsmouthGB4 papers
- Zhejiang UniversityCN4 papers
7 papers · 2 filters
A Theoretically Guaranteed Deep Optimization Framework for Robust Compressive Sensing MRI
Risheng Liu, Yuxi Zhang, Shichao Cheng +2
Magnetic Resonance Imaging (MRI) is one of the most dynamic and safe imaging techniques available for clinical applications. However, the rather slow speed of MRI acquisitions limi…
Learning Collaborative Generation Correction Modules for Blind Image Deblurring and Beyond
Risheng Liu, Yi He, Shichao Cheng +2
Blind image deblurring plays a very important role in many vision and multimedia applications. Most existing works tend to introduce complex priors to estimate the sharp image stru…
Multi-view Reconstructive Preserving Embedding for Dimension Reduction
Huibing Wang, Lin Feng, Adong Kong +1
With the development of feature extraction technique, one sample always can be represented by multiple features which locate in high-dimensional space. Multiple features can re ect…
Toward Designing Convergent Deep Operator Splitting Methods for Task-specific Nonconvex Optimization
Risheng Liu, Shichao Cheng, Yi He +2
Operator splitting methods have been successfully used in computational sciences, statistics, learning and vision areas to reduce complex problems into a series of simpler subprobl…
Correlation Tracking via Joint Discrimination and Reliability Learning
Chong Sun, Dong Wang, Huchuan Lu +1
For visual tracking, an ideal filter learned by the correlation filter (CF) method should take both discrimination and reliability information. However, existing attempts usually f…
Non-rigid Object Tracking via Deep Multi-scale Spatial-temporal Discriminative Saliency Maps
Pingping Zhang, Wei Liu, Dong Wang +4
In this paper, we propose a novel effective non-rigid object tracking framework based on the spatial-temporal consistent saliency detection. In contrast to most existing trackers t…