Point-wise saliency detection on 3D point clouds via covariance descriptors
In the human visual system, visual saliency perception is a rapid pre-attention processing
mechanism, which can benefit myriad visual tasks, such as segmentation, localization, and …
mechanism, which can benefit myriad visual tasks, such as segmentation, localization, and …
Subspace segmentation with a large number of subspaces using infinity norm minimization
Spectral-clustering based methods have recently attracted considerable attention in the field
of subspace segmentation. The approximately block-diagonal graphs achieved by this kind …
of subspace segmentation. The approximately block-diagonal graphs achieved by this kind …
A Hybrid and Inexact Algorithm for Nonconvex and Nonsmooth Optimization
Y Wang, X Song - Journal of Systems Science and Complexity, 2024 - Springer
The problem of nonconvex and nonsmooth optimization (NNO) has been extensively
studied in the machine learning community, leading to the development of numerous fast …
studied in the machine learning community, leading to the development of numerous fast …
3D grasp saliency analysis via deep shape correspondence
Grasp saliency map is an important analysis tool to explore human grasping skills and has
many potential applications in visual and robotic fields. Currently, few works concentrate on …
many potential applications in visual and robotic fields. Currently, few works concentrate on …