[1]朱 聪.基于相似像素点的 Harris 角点检测改进算法[J].大众科技,,():28.
点击复制

基于相似像素点的 Harris 角点检测改进算法
分享到：

《大众科技》[ISSN:1008-1151/CN:45-1235/N]

卷:
期数:
201403期
页码:
28
栏目:
信息技术与通信
出版日期:

文章信息/Info

Title:
An improved algorithm of Harris corner detection based on similar pixel
文章编号:
1008-1151(2014)03-0028-04
作者:
朱 聪
同济大学电子与信息工程学院，上海 201804
关键词:
角点检测; 图像拼接; 相似像素点; Harris
Keywords:
Corner detection;  image stitching;  similar pixel;  Harris
分类号:
TP751
文献标志码:
A
摘要:
Harris 角点检测需要计算图像中每一个像素点的角点响应函数值（CRF），这使得算法运行速度慢，不能满足 实时性的要求。针对这个缺点，文章提出了一种改进算法。改进算法通过分析图像中每个像素点 8 邻域范围内相似像素点分布 情况，剔除那些非角点的像素点，并选出潜在的角点像素点作为下一步 Harris 检测的候选点，从而大大提高了算法的运行效率
Abstract:
Harris corner detection algorithm needs to calculate corner response function of each pixel, which makes the algorithm low efficiency and poor real-time performance. An improved algorithm is proposed to overcome this shortage. The improved algorithm is used to analyze distribution of the similar pixel which gray level is similar to the target pixel within 8 neighborhoods of each pixel, then the candidate corner pixels are selected for following steps of Harris corner detection, thus the efficiency is highly improved.

参考文献/References:

[1] Ozkan,Kemal;Topal,Cihan;Akinlar,Cuneyt.Corner detection via trilateral filtering of chain codes[C].INISTA 2011, Istanbul - Kadikoy,Turkey,2011:168-172. [2] KITCHEN I.ROSENFEI.DA.Gray—level corner detection [J].Pattern Recognition Letters, 1982. 1(2): 95 - 102. [3] Jian Li;Shuai Guo;Feng Ye;Shape Recognition Based On Freeman Chain Code[J]. Trans Tech Publications Ltd. 2011. 317-319:2490-6. [4] WANG H,BRADY M.Real—time corner detection algorithm for motion estimation[J].Image and Vision Computing, 1995, 13(9): 695 -703. [5] HARRIS C, STEPHENS M.A combined corner and edge detector[C].Proceedings of the Fourth Alvey Vision Conference, Manchester,UK,1998:147-151. [6] STEPHEN M. SMITH,J.MICHAEL BRADY.SUSAN—A New Approach to Low Level Image Processing[J]. International Journal of Computer Vision,1997,23(1): 45-78. [7] 王展,皇普堪,万建伟,等.基于多尺度小波变换的二维图 像角点检测技术[J].国防科技大学学报,2010,21(2):46-49. [8] 李博,杨丹,王小洪.基于 Harris 多尺度角点检测的图像配 准新方法[J].计算机工程与应用,2006,42(35):37-40.

相似文献/References:

[1]朱 聪.基于相似像素点的 Harris 角点检测改进算法[J].大众科技,2014,16(03):28.

备注/Memo

备注/Memo:
【收稿日期】2014-02-11 【作者简介】朱聪（1989－），男，江西赣州人，同济大学电子与信息工程学院软件工程硕士研究生，研究方向为计算机图 像处理。
更新日期/Last Update: 1900-01-01