Search Results for author: Yongsheng Dong

Found 5 papers, 0 papers with code

Meta Learning for Task-Driven Video Summarization

no code implementations29 Jul 2019 Xuelong. Li, Hongli Li, Yongsheng Dong

Particularly, MetaL-TDVS aims to excavate the latent mechanism for summarizing video by reformulating video summarization as a meta learning problem and promote generalization ability of the trained model.

Meta-Learning Video Summarization

Robust subspace clustering by Cauchy loss function

no code implementations28 Apr 2019 Xuelong. Li, Quanmao Lu, Yongsheng Dong, DaCheng Tao

This is due to that the CLF's influence function has a upper bound which can alleviate the influence of a single sample, especially the sample with a large noise, on estimating the residuals.

Clustering

SCE: A manifold regularized set-covering method for data partitioning

no code implementations17 Apr 2019 Xuelong. Li, Quanmao Lu, Yongsheng Dong, DaCheng Tao

Moreover, considering the importance of the discriminative information underlying in the initial clustering results, we add a discriminative constraint into our proposed objective function.

Clustering

Patch alignment manifold matting

no code implementations16 Apr 2019 Xuelong. Li, Kang Liu, Yongsheng Dong, DaCheng Tao

In this paper, a manifold matting framework named Patch Alignment Manifold Matting is proposed for image matting.

Image Matting

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