Wencheng Zhu

I received my Doctoral degree at Department of Automation, Tsinghua Univeristy, in Intelligent Vision Group, under the supervision of Prof. Jiwen Lu.

I did my Bachelors and Masters from Tianjin University of Computer Science and Technology, advised by Prof. Qinghua Hu and Pengfei Zhu.

I'm interested in computer vision and machine learning. My researches are mainly focused on video summarization, video object segmentation, and image matting.

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We condcut relational reasoning over spatial-temporal graphs for video summarization.

We propose a multiscale hierarchical attention approach for supervised video summarization.

We propose a separable structure modeling approach for semi-supervised video object segmentation.

We propose a Detect-to-Summarize network for video summarization.

A multiple subspace clustering approach.

We propose a nonlinear subspace clustering approach for image clustering.

We propose a nonlinear subspace clustering approach.

We propose a feature selection approach based on subspace clustering.

We propose a non-convex regularized feature selection approach.

We propose a visual tracking approach by using set to set distance.

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