Yuan Zheng's research while affiliated with Inner Mongolia University and other places

Publications (3)

Preprint
Existing methods for video-based person re-identification (ReID) mainly learn the appearance feature of a given pedestrian via a feature extractor and a feature aggregator. However, the appearance models would fail when different pedestrians have similar appearances. Considering that different pedestrians have different walking postures and body pr...
Article
Full-text available
Thermal infrared (TIR) pedestrian tracking is one of the important components among the numerous applications of computer vision, which has a major advantage: it can track pedestrians in total darkness. The ability to evaluate the TIR pedestrian tracker fairly, on a benchmark dataset, is significant for the development of this field. However, there...
Article
Full-text available
This paper proposes a novel network flow model for multi-target tracking, which uses short and highly reliable detection responses as the basic unit, namely the tracklet, in the model. Our model exploits the local information of the tracklet and deploys the global strategy of data association in tracking. The method is divided into two phases: a lo...

Citations

... We conduct some experiments to verify the effectiveness of the proposed aligned spatial-temporal memory network-based ASTMT tracking method on PTB-TIR [33] and LSOTB-TIR [34] benchmarks. ...
... As an important technology of computer vision, multi-object tracking(MOT) has become an indispensable artificial intelligence technology in visual surveillance [1,2], autonomous vehicles [3] and medical diagnosis [4]. In the actual tracking process, tracking performance will be affected by occlusion between targets, occlusion by obstacles, and illumination changes. ...