197 citations · 298 across the 9 of their papers we have counts for
8 papers · 1 filter
Joint Learning of Siamese CNNs and Temporally Constrained Metrics for Tracklet Association
Bing Wang, Li Wang, Bing Shuai +4
In this paper, we study the challenging problem of multi-object tracking in a complex scene captured by a single camera. Different from the existing tracklet association-based trac…
Video Tracking Using Learned Hierarchical Features
Li Wang, Ting Liu, Gang Wang +2
In this paper, we propose an approach to learn hierarchical features for visual object tracking. First, we offline learn features robust to diverse motion patterns from auxiliary v…
Tracklet Association by Online Target-Specific Metric Learning and Coherent Dynamics Estimation
Bing Wang, Gang Wang, Kap Luk Chan +1
In this paper, we present a novel method based on online target-specific metric learning and coherent dynamics estimation for tracklet (track fragment) association by network flow…
Rigid and Non-rigid Shape Evolutions for Shape Alignment and Recovery in Images
Junyan Wang, Kap-Luk Chan
The same type of objects in different images may vary in their shapes because of rigid and non-rigid shape deformations, occluding foreground as well as cluttered background. The p…
Matching-Constrained Active Contours
Junyan Wang, Kap Luk Chan
In object segmentation by active contours, the initial contour is often required. Conventionally, the initial contour is provided by the user. This paper extends the conventional a…
Piecewise Linear Patch Reconstruction for Segmentation and Description of Non-smooth Image Structures
Junyan Wang, Kap Luk Chan
In this paper, we propose a unified energy minimization model for the segmentation of non-smooth image structures. The energy of piecewise linear patch reconstruction is considered…