Method of determining the necessary number of observations for video stream documents recognition

机译：确定视频流文档识别所需观察次数的方法

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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.

机译：本文讨论了一系列视频帧上的文档识别任务。为了优化处理速度，对从几个视频帧获得的识别结果的稳定性进行估计。考虑到在移动设备上的身份证明文件（俄罗斯内部护照）的识别，可以明显减少获得精确识别结果所需的观察次数。

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《International conference on machine vision》|2017年|106961X.1-106961X.6|共6页
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Vladimir V. Arlazarov; Konstantin Bulatov; Temudzhin Manzhikov; Oleg Slavin; Igor Janiszewski;
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documents recognition; video stream; population; recognition results integration;

机译：文件识别;视频流;人口;识别结果整合;

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1. A Method for Human Gait Recognition from Video Streams Using Silhouette, Height and Step Length [J] . Ramakic Adnan, Bundalo Zlatko, Bundalo Dusanka Journal of circuits, systems and computers . 2020,第7期

机译：使用剪影，高度和步长从视频流中识别人体步态识别方法
2. Segmentation and recognition of roadway assets from car-mounted camera video streams using a scalable non-parametric image parsing method [J] . Vahid Balali, Mani Golparvar-Fard Automation in construction . 2015,第ptaa期

机译：使用可扩展的非参数图像解析方法从车载摄像机视频流中分割和识别道路资产
3. Three-Stream Network With Bidirectional Self-Attention for Action Recognition in Extreme Low Resolution Videos [J] . Didik Purwanto, Rizard Renanda Adhi Pramono, Yie-Tarng Chen, IEEE signal processing letters . 2019,第8期

机译：具有双向自我关注能力的三流网络，用于超低分辨率视频中的动作识别
4. Method of determining the necessary number of observations for video stream documents recognition [C] . Vladimir V. Arlazarov, Konstantin Bulatov, Temudzhin Manzhikov, International Conference on Machine Vision . 2018

机译：确定视频流文档识别的必要观察数的方法
5. Bit-rate allocation for multiple video streams: Dual-frame video coding and competitive equilibrium methods. [D] . Tiwari, Mayank. 2010

机译：多个视频流的比特率分配：双帧视频编码和竞争均衡方法。
6. Two-Stream Attention Network for Pain Recognition from Video Sequences [O] . Patrick Thiam, Hans A. Kestler, Friedhelm Schwenker 2020

机译：用于从视频序列中识别疼痛的两流注意力网络
7. Algorithm for choosing the best frame in a video stream in the task of identity document recognition [O] . M.A. Aliev, I.A. Kunina, A.V. Kazbekov, 2021

机译：在身份文档识别任务中选择视频流中最佳帧的算法
8. Utilizing Current Commercial-off-the-Shelf Facial Recognition and Public Live Video Streaming to Enhance National Security. [R] . Cruz, V. F. 2014

机译：利用当前的商业现货面部识别和公共直播视频流来增强国家安全。

Method of determining the necessary number of observations for video stream documents recognition

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