학술논문
Hadoop+OpenCV的集群化图像处理开发环境建设与测试研究 / Research on the Construction and Testing of the Cluster Image Processing Development Environment for Hadoop+OpenCV
Document Type
Academic Journal
Author
Source
电脑知识与技术. 12(1):203-205
Subject
Language
Chinese
ISSN
1009-3044
Abstract
随着大数据时代的来临，传统的单机图像处理遭遇瓶颈。为了适应图像处理数据量大、复杂度高等特点，集群化处理是一个较好的解决方案。该文主要介绍基于Hadoop+OpenCV的集群化图像处理平台的搭建，描述如何将Hadoop与OpenCV结合进行图像处理，编写测试程序验证平台的可用性。实验结果表明此平台能实现集群化的图像处理。
With the advent of the era of big data, the traditional stand-alone image processing encountered bottlenecks. To accom-modate the image processing of a large amount of data , high complexity and other characteristics, the clustering process is a bet-ter solution. This paper mainly introduces the construction of the cluster image processing platform based on Hadoop+OpenCV, describes how to combine Hadoop and OpenCV to image processing, and writes test program to verify the usability of the plat-form. The experimental results show that this platform can realize clustering image processing.
With the advent of the era of big data, the traditional stand-alone image processing encountered bottlenecks. To accom-modate the image processing of a large amount of data , high complexity and other characteristics, the clustering process is a bet-ter solution. This paper mainly introduces the construction of the cluster image processing platform based on Hadoop+OpenCV, describes how to combine Hadoop and OpenCV to image processing, and writes test program to verify the usability of the plat-form. The experimental results show that this platform can realize clustering image processing.