中国科学院沈阳自动化研究所机构知识库
Advanced  
SIA OpenIR  > 光电信息技术研究室  > 会议论文
题名: Performance evaluation of image enhancement methods for object detection and recognition
作者: Cai TF(蔡铁峰); Zhu F(朱枫); Hao YM(郝颖明); Fan XP(范晓鹏)
作者部门: 光电信息技术研究室
会议名称: Conference on Applied Optics and Photonics (AOPC) - Image Processing and Analysis
会议日期: MAY 05-07, 2015
会议地点: Beijing
会议主办者: Chinese Soc Opt Engn, Chinese Soc Astronaut, Photoelectron Technol Comm, Sci & Technol Low Light Level Night Vis Lab, SPIE, Opt Soc, European Opt Soc, Opt Soc Korea
会议录: Proceedings of SPIE
会议录出版者: SPIE-INT SOC OPTICAL ENGINEERING
会议录出版地: BELLINGHAM, WA
出版日期: 2015
页码: 1-5
收录类别: CPCI(ISTP)
ISSN号: 0277-786X
ISBN号: 978-1-62841-900-9
关键词: contrast enhancement ; objects detection and recognition ; performance evaluation
摘要: Human eyes cannot notice low contrast objects in the image. Image contrast enhancement methods can make the unnoticed objects noticed, and human can detect and recognize the objects. In order to guide the design of enhancement methods, performance of enhancement methods for objects detection and recognition(ODR) should be valued. The existing performance evaluation methods evaluate image enhancement methods by calculating the increment of contrast or image information entropy. However, it is essentially an image information transmission process that human detect and recognize objects in the image, and image contrast enhancement can be viewed as a form of image coding. According to human visual properties, the transmission process of ODR information are modeled in this paper, and a performance evaluation method was proposed from the information theory of Shannon.
语种: 英语
产权排序: 1
WOS记录号: WOS:000363280200107
Citation statistics:
内容类型: 会议论文
URI标识: http://ir.sia.cn/handle/173321/17200
Appears in Collections:光电信息技术研究室_会议论文

Files in This Item: Download All
File Name/ File Size Content Type Version Access License
Performance evaluation of image enhancement methods for object detection and recognition.pdf(357KB)会议论文--开放获取View Download
Service
Recommend this item
Sava as my favorate item
Show this item's statistics
Export Endnote File
Google Scholar
Similar articles in Google Scholar
[Cai TF(蔡铁峰)]'s Articles
[Zhu F(朱枫)]'s Articles
[Hao YM(郝颖明)]'s Articles
CSDL cross search
Similar articles in CSDL Cross Search
[Cai TF(蔡铁峰)]‘s Articles
[Zhu F(朱枫)]‘s Articles
[Hao YM(郝颖明)]‘s Articles
Related Copyright Policies
Null
Social Bookmarking
Add to CiteULike Add to Connotea Add to Del.icio.us Add to Digg Add to Reddit
文件名: Performance evaluation of image enhancement methods for object detection and recognition.pdf
格式: Adobe PDF
所有评论 (0)
暂无评论
 
评注功能仅针对注册用户开放,请您登录
您对该条目有什么异议,请填写以下表单,管理员会尽快联系您。
内 容:
Email:  *
单位:
验证码:   刷新
您在IR的使用过程中有什么好的想法或者建议可以反馈给我们。
标 题:
 *
内 容:
Email:  *
验证码:   刷新

Items in IR are protected by copyright, with all rights reserved, unless otherwise indicated.

 

 

Valid XHTML 1.0!
Copyright © 2007-2016  中国科学院沈阳自动化研究所 - Feedback
Powered by CSpace