多目标检测跟踪文献代码汇总

The Multiple Object Tracking Benchmark https://motchallenge.net/

高速跟踪: 当检测精度较高，视频帧率较高时，跟踪问题就会变得很简单，主要是多阈值目标检测和 判断前后帧的重合率 High-Speed Tracking-by-Detection Without Using Image Information Advanced Video and Signal Based Surveillance (AVSS), 2017 14th IEEE International Conference on Assessing Post-Detection Filters for a Generic Pedestrian Detector in a Tracking-By-Detection Scheme https://github.com/bochinski/iou-tracker/

密集人头检测 End-to-end people detection in crowded scenes CVPR2016 Code: https://github.com/Russell91/reinspect Evaluation of ReInspect: http://nbviewer.jupyter.org/github/Russell91/ReInspect/blob/master/evaluation_reinspect.ipynb

人体躯干检测 DPM Object detection with discriminatively trained part-based models http://www.rossgirshick.info/latent/

行人检测算法 Aggregated Channel Feature (ACF) detector Fast feature pyramids for object detection. PAMI, 36(8):1532–1545, 2014

the winner of the MOT17 challenge A Novel Multi-Detector Fusion Framework for Multi-Object Tracking 针对多目标检测跟踪问题，这里从检测和跟踪两个方面进行了改进，检测上采用多个检测器融合来提升检测效果（人头检测+躯干检测），跟踪上设计新的 data association models： graph labeling problem

多目标跟踪 Benchmark Multiple Object Tracking Benchmark https://motchallenge.net/ https://motchallenge.net/results/MOT17Det/

Tracking the Trackers: An Analysis of the State of the Art in Multiple Object Tracking 本文针对多目标跟踪问题，给出了两个基准测试数据库： MOT15， MOT16，给出了 50个跟踪算法在这两个数据集上的跟踪效果。