Method of determining the necessary number of observations for video stream documents recognition
Vladimir V. Arlazarov, Temudzhin Manzhikov, Konstantin B. Bulatov, Oleg Slavin, Igor M. Janiszewski · 2018
This paper discusses a task of document recognition on a sequence of video frames. In order to optimize the processing speed an estimation is performed of stability of recognition results obtained from several video frames. Considering identity document (Russian internal passport) recognition on a mobile device it is shown that significant decrease is possible of the number of observations necessary for obtaining precise recognition result.