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A Latent Clothing Attribute Approach for Human Pose Estimation
Weipeng Zhang, Jie Shen, Guangcan Liu +1
As a fundamental technique that concerns several vision tasks such as image parsing, action recognition and clothing retrieval, human pose estimation (HPE) has been extensively inv…
Unified Structured Learning for Simultaneous Human Pose Estimation and Garment Attribute Classification
Jie Shen, Guangcan Liu, Jia Chen +4
In this paper, we utilize structured learning to simultaneously address two intertwined problems: human pose estimation (HPE) and garment attribute classification (GAC), which are…
Advancing Matrix Completion by Modeling Extra Structures beyond Low-Rankness
Guangcan Liu, Ping Li
A well-known method for completing low-rank matrices based on convex optimization has been established by Cand{è}s and Recht. Although theoretically complete, the method may not en…
Recovery of Coherent Data via Low-Rank Dictionary Pursuit
Guangcan Liu, Ping Li
The recently established RPCA method provides us a convenient way to restore low-rank matrices from grossly corrupted observations. While elegant in theory and powerful in reality,…