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- University of Science and Technology of ChinaCN178 papers
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5 papers · 2 filters
Constrained Low-Rank Learning Using Least Squares-Based Regularization
Ping Li, Jun Yu, Meng Wang +3
Low-rank learning has attracted much attention recently due to its efficacy in a rich variety of real-world tasks, e.g., subspace segmentation and image categorization. Most low-ra…
Online Feature Selection with Group Structure Analysis
Jing Wang, Meng Wang, Peipei Li +4
Online selection of dynamic features has attracted intensive interest in recent years. However, existing online feature selection methods evaluate features individually and ignore…
Visual Processing by a Unified Schatten- Norm and Norm Regularized Principal Component Pursuit
Jing Wang, Meng Wang, Xuegang Hu +1
In this paper, we propose a non-convex formulation to recover the authentic structure from the corrupted real data. Typically, the specific structure is assumed to be low rank, whi…
End-to-End Comparative Attention Networks for Person Re-identification
Hao Liu, Jiashi Feng, Meibin Qi +2
Person re-identification across disjoint camera views has been widely applied in video surveillance yet it is still a challenging problem. One of the major challenges lies in the l…
Engineering Deep Representations for Modeling Aesthetic Perception
Yanxiang Chen, Yuxing Hu, Luming Zhang +2
Many aesthetic models in computer vision suffer from two shortcomings: 1) the low descriptiveness and interpretability of those hand-crafted aesthetic criteria (i.e., nonindicative…