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: http://graphics.cs.msu.ru/en/node/1118
Дата изменения: Sun Apr 10 00:39:58 2016 Дата индексирования: Sun Apr 10 00:39:58 2016 Кодировка: UTF-8 |
An aim of the project is to create video based people tracking algorithm. We define tracking as a estimation of person location in each frame and for each person presented in the video sequence. Currently the most promising methods of multiple person tracking are based on tracking-by-detection approach. Within this framework algorithms consist of following three stages:
On the first stage of the pipeline person head detector can be applied to detect people presented in the frame. Some persons may not be found because of errors of the detector. Also detector may not be applied to each frame through its high complexity:
But as a result it is necessary to estimate people location in each frame of the video sequence:
This work is partillay supported by grant of the President of the Russian Federation for the young scientists МК-4644.2012.9 "Content-based search in video archives" and grant RFBR 11-01-00957-а "Video-based person analysis algorithms for smart interfaces".