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Recent Advances in Video Based Document Processing: A Review

机译:视频基于视频处理的最新进展:审查

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Extraction and recognition of text present in video has become a very popular research area in the last decade. Generally, text present in video frames is of different size, orientation, style, etc. with complex backgrounds, noise, low resolution and contrast. These factors make the automatic text extraction and recognition in video frames a challenging task. A large number of techniques have been proposed by various researchers in the recent past to address the problem. This paper presents a review of various state-of-the-art techniques proposed towards different stages (e.g. detection, localization, extraction, etc.) of text information processing in video frames. Looking at the growing popularity and the recent developments in the processing of text in video frames, this review imparts details of current trends and potential directions for further research activities to assist researchers.
机译:关于视频中的文本的提取和识别已成为过去十年中的一个非常受欢迎的研究区域。 通常,视频帧中存在的文本具有不同的尺寸,方向,样式等。复杂的背景,噪声,低分辨率和对比度。 这些因素使自动文本提取和在视频框架中的识别成为一个具有挑战性的任务。 近来过去的各种研究人员提出了大量技术来解决问题。 本文提出了对不同阶段(例如检测,本地化,提取等)的各种最先进技术的审查。 这篇评论促进了越来越多的人气和近期发展文本的发展,赋予了进一步研究活动的当前趋势和潜在方向的细节,以协助研究人员。

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