46 citations · 68 across the 3 of their papers we have counts for
5 papers · 1 filter
Meta Learning for Task-Driven Video Summarization
Xuelong Li, Hongli Li, Yongsheng Dong
Existing video summarization approaches mainly concentrate on sequential or structural characteristic of video data. However, they do not pay enough attention to the video summariz…
Robust subspace clustering by Cauchy loss function
Xuelong Li, Quanmao Lu, Yongsheng Dong +1
Subspace clustering is a problem of exploring the low-dimensional subspaces of high-dimensional data. State-of-the-arts approaches are designed by following the model of spectral c…
SCE: A manifold regularized set-covering method for data partitioning
Xuelong Li, Quanmao Lu, Yongsheng Dong +1
Cluster analysis plays a very important role in data analysis. In these years, cluster ensemble, as a cluster analysis tool, has drawn much attention for its robustness, stability,…
Patch alignment manifold matting
Xuelong Li, Kang Liu, Yongsheng Dong +1
Image matting is generally modeled as a space transform from the color space to the alpha space. By estimating the alpha factor of the model, the foreground of an image can be extr…
Shortest Paths in HSI Space for Color Texture Classification
Mingxin Jin, Yongsheng Dong, Lintao Zheng +3
Color texture representation is an important step in the task of texture classification. Shortest paths was used to extract color texture features from RGB and HSV color spaces. In…