60 citations · 155 across the 19 of their papers we have counts for
6 papers · 1 filter
Inertial Proximal Incremental Aggregated Gradient Method
Xiaoya Zhang, Wei Peng, Hui Zhang +1
In this paper, we introduce an inertial version of the Proximal Incremental Aggregated Gradient method (PIAG) for minimizing the sum of smooth convex component functions and a poss…
Multi-appearance Segmentation and Extended 0-1 Program for Dense Small Object Tracking
Longtao Chen, Jing Lou, Wei Zhu +2
Aiming to address the fast multi-object tracking for dense small object in the cluster background, we review track orientated multi-hypothesis tracking(TOMHT) with consideration of…
A convergence framework for inexact nonconvex and nonsmooth algorithms and its applications to several iterations
Tao Sun, Hao Jiang, Lizhi Cheng +1
In this paper, we consider the convergence of an abstract inexact nonconvex and nonsmooth algorithm. We promise a pseudo sufficient descent condition and a pseudo relative error co…
Iteratively Linearized Reweighted Alternating Direction Method of Multipliers for a Class of Nonconvex Problems
Tao Sun, Hao Jiang, Lizhi Cheng +1
In this paper, we consider solving a class of nonconvex and nonsmooth problems frequently appearing in signal processing and machine learning research. The traditional alternating…
Scientific Data Interpolation with Low Dimensional Manifold Model
Wei Zhu, Bao Wang, Richard Barnard +3
We propose to apply a low dimensional manifold model to scientific data interpolation from regular and irregular samplings with a significant amount of missing information. The low…
Exploiting Color Name Space for Salient Object Detection
Jing Lou, Huan Wang, Longtao Chen +4
In this paper, we will investigate the contribution of color names for the task of salient object detection. An input image is first converted to color name space, which is consist…