304 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- 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
15 papers · 1 filter
H2AL: Hyperbolic Hierarchy-aware Aggregative Learning for Registration-based Few-shot Medical Image Segmentation
Jia Wang, Jiaming Cai, Zunying Hu +4
Registration-based Few-shot medical image segmentation (RFMIS) aims to generate pseudo-labels for unlabeled images by warping a labeled image through registration. However, existin…
DMSORT: An efficient parallel maritime multi-object tracking architecture for unmanned vessel platforms
Shengyu Tang, Zeyuan Lu, Jiazhi Dong +4
Accurate perception of the marine environment through robust multi-object tracking (MOT) is essential for ensuring safe vessel navigation and effective maritime surveillance. Howev…
Large-Field Contextual Feature Learning for Glass Detection
Haiyang Mei, Xin Yang, Letian Yu +3
Glass is very common in our daily life. Existing computer vision systems neglect it and thus may have severe consequences, e.g., a robot may crash into a glass wall. However, sensi…
Top-view Trajectories: A Pedestrian Dataset of Vehicle-Crowd Interaction from Controlled Experiments and Crowded Campus
Dongfang Yang, Linhui Li, Keith Redmill +1
Predicting the collective motion of a group of pedestrians (a crowd) under the vehicle influence is essential for the development of autonomous vehicles to deal with mixed urban sc…
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…
Salient Object Detection by Lossless Feature Reflection
Pingping Zhang, Wei Liu, Huchuan Lu +1
Salient object detection, which aims to identify and locate the most salient pixels or regions in images, has been attracting more and more interest due to its various real-world a…
ORGB: Offset Correction in RGB Color Space for Illumination-Robust Image Processing
Zhenqiang Ying, Ge Li, Sixin Wen +1
Single materials have colors which form straight lines in RGB space. However, in severe shadow cases, those lines do not intersect the origin, which is inconsistent with the descri…
Learning Spatial-Aware Regressions for Visual Tracking
Chong Sun, Dong Wang, Huchuan Lu +1
In this paper, we analyze the spatial information of deep features, and propose two complementary regressions for robust visual tracking. First, we propose a kernelized ridge regre…
End-to-End Image Super-Resolution via Deep and Shallow Convolutional Networks
Yifan Wang, Lijun Wang, Hongyu Wang +1
One impressive advantage of convolutional neural networks (CNNs) is their ability to automatically learn feature representation from raw pixels, eliminating the need for hand-desig…
Fixed-Rank Representation for Unsupervised Visual Learning
Risheng Liu, Zhouchen Lin, Fernando De la Torre +1
Subspace clustering and feature extraction are two of the most commonly used unsupervised learning techniques in computer vision and pattern recognition. State-of-the-art technique…