397 citations · 2.8k across the 133 of their papers we have counts for
5 papers · 1 filter
A Tube-and-Droplet-based Approach for Representing and Analyzing Motion Trajectories
Weiyao Lin, Yang Zhou, Hongteng Xu +4
Trajectory analysis is essential in many applications. In this paper, we address the problem of representing motion trajectories in a highly informative way, and consequently utili…
A constrained clustering based approach for matching a collection of feature sets
Junchi Yan, Zhe Ren, Hongyuan Zha +1
In this paper, we consider the problem of finding the feature correspondences among a collection of feature sets, by using their point-wise unary features. This is a fundamental pr…
A Self-Paced Regularization Framework for Multi-Label Learning
Changsheng Li, Fan Wei, Junchi Yan +4
In this paper, we propose a novel multi-label learning framework, called Multi-Label Self-Paced Learning (MLSPL), in an attempt to incorporate the self-paced learning strategy into…
Self-Paced Multi-Task Learning
Changsheng Li, Junchi Yan, Fan Wei +3
In this paper, we propose a novel multi-task learning (MTL) framework, called Self-Paced Multi-Task Learning (SPMTL). Different from previous works treating all tasks and instances…
Fractal Dimension Invariant Filtering and Its CNN-based Implementation
Hongteng Xu, Junchi Yan, Nils Persson +2
Fractal analysis has been widely used in computer vision, especially in texture image processing and texture analysis. The key concept of fractal-based image model is the fractal d…