第一范文网 - 专业文章范例文档资料分享平台

基于数字图像处理的智能建筑人数统计(最新版)

来源:用户分享 时间:2025/5/29 6:54:04 本文由loading 分享 下载这篇文档手机版
说明:文章内容仅供预览,部分内容可能不全,需要完整文档或者需要复制内容,请下载word后使用。下载word有问题请添加微信号:xxxxxxx或QQ:xxxxxx 处理(尽可能给您提供完整文档),感谢您的支持与谅解。

选取了canny算子来提取边缘,获得了较好的轮廓,避免了后续的复杂处理。

最后,本文通过对边缘进行膨胀解决了边缘细微处不连续的问题,并对图像中的目标进行了图像填充,得到了目标图像的连通域;接着计算连通域的面积,通过设置面积阈值,剔除了图像中的小的瑕疵,最终得到了图像中的人数。对于人数统计中的重复计数问题,本文根据连通域面积阈值的设定,将连通域面积大于一定阈值的目标计数为两个人,很好的解决了这个问题。

关键词: 智能建筑,MATLAB,图像预处理,边缘检测,膨胀,填充,人数统计

STATISTICS ON THE NUMBER OF PEOPLE IN INTELLIGENT BUILDING BASED ON THE DIGITAL

IMAGE PROCESSING

ABSTRACT

Energy shortage is one of the problems that the world must face, building consumption energy , industrial energy and transport energy are three \with rising construction and upgrading of living comfort, showing a sharp upward trend.How to reduce energy consumption of heating and air conditioning, building energy conservation becomes a main research direction, so intelligent building statistics for air conditioning is very importance for energy conservation.

counting the number of people in the Intercepted images from the video is a difficult and front subject in the field of image processing, It has high practical value in traffic monitoring, traffic statistics, virtual reality, intelligent building video surveillance and other fields. . In this paper, we regard the \\from the video image as the goal, using contour extraction and morphological expansion, finally, we can detect the number of people in the intelligent building by computer the area of the connected domain .

Getting the original image is the prerequisite of number statistics, In this paper,we got the required image for post-processing by studying the imaging characteristics of different angles to determine the different placement of the camera.

Image pre-processing of digital image processing is prerequisite for almost all of image processing,in this paper,we applied the image gray transform and image filtering. improved the quality of the original image by histogram equalization and gray level histogram specification . Comparison of the mean filter, median filtering and Gaussian filtering method pros and cons, and choose a different noise depending on the original image for edge detection of the image late .

Image edge detection has been the basic problem of pattern recognition, and also one of the most difficults, this article compares the different effects of edge detection operator and a different scope, and ultimately selected the canny edge operator to extract obtained A better profile, to avoid the follow-up of complex processing.

Finally, we solve the problem of discontinuity by expansding the edge of the image and filling the target image ,connected domain area was calculated by setting the area threshold then, Excluding the small image defects, and ultimately get the number of people. For the question of repeat count , this paper computed the area of connected domain under the threshold set, when the connected components is larger than a certain threshold, the goal counts

for two people, finally,we solved this problem well.

KEY WORDS: MATLAB, Enrolment Statistics ,Edge Detection, Expand Filling

基于数字图像处理的智能建筑人数统计(最新版).doc 将本文的Word文档下载到电脑,方便复制、编辑、收藏和打印
本文链接:https://www.diyifanwen.net/c7rygk9gsoh2mdyx42w5i_2.html(转载请注明文章来源)
热门推荐
Copyright © 2012-2023 第一范文网 版权所有 免责声明 | 联系我们
声明 :本网站尊重并保护知识产权,根据《信息网络传播权保护条例》,如果我们转载的作品侵犯了您的权利,请在一个月内通知我们,我们会及时删除。
客服QQ:xxxxxx 邮箱:xxxxxx@qq.com
渝ICP备2023013149号
Top