search

changtimwu / retail-ovmc-demo

0 stars 0 forks source link

people tracking methodology #1

Open changtimwu opened 2 years ago

changtimwu commented 2 years ago

https://github.com/openvinotoolkit/open_model_zoo/tree/master/demos/multi_camera_multi_target_tracking_demo/python/mc_tracker
https://github.com/openvinotoolkit/open_model_zoo/issues/2240

changtimwu commented 2 years ago

https://arxiv.org/abs/1906.01357 https://blog.csdn.net/weixin_40194996/article/details/105589193

changtimwu commented 2 years ago

more paper survey https://zhuanlan.zhihu.com/p/393663819

https://zhuanlan.zhihu.com/p/394007579

changtimwu commented 2 years ago

some discussion https://github.com/openvinotoolkit/open_model_zoo/issues/1497

_The main algorithm of the multi_camera_multi_targettracking is based on a re-identification model which extracts a re-id feature from every bounding box. Also there is used additional heuristics such as IoU between bounding boxes, velocity constraint e.t.c. Finally we did not write an article, we used already known methods. We were focused on re-identification models in this algorithm.

No, it is not a version of deep sort tracker but some ideas probably were borrowed from this method.