视频处理的传统和最新趋势综述

H. K. Joy, Manjunath R. Kounte
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引用次数: 6

摘要

视频处理是近年来一个重要的研究领域。在讨论视频处理的最新进展之前,有必要对传统的视频处理进行概述。了解这一点,它的优点和局限性有助于提供一个强大的基础,并调用对该研究领域的进一步发展的洞察力。介绍了早期视频处理的概念,随后介绍了混合视频处理和MJPEG,并对传统的视频处理方法进行了分级描述。总结了近年来应用神经网络、CNN、深度学习进行视频处理的发展趋势,重点介绍了在该领域的应用。重点介绍了视频处理技术的发展及其在当今时代的应用。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
An Overview of Traditional and Recent Trends in Video Processing
Video processing is a significant field of research interest in recent years. Before going into the recent advancement of video processing, an overview about the traditional video processing is a matter of interest. Knowing about this, its advantages and limitations help to give a strong base and invoke an insight into the further development of this research area. This paper introduces the concept of video processing in early era followed by hybrid video processing, MJPEG and describes the traditional video processing methodologies in hierarchal order. Also, the paper summarizes the recent trends in video processing with NN, CNN, deep learning and focus on the applications in this area. It focus mainly on the video processing development and its application till current era.
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