Full-Text Search:
Home|Journal Papers|About CNKI|User Service|FAQ|Contact Us|中文
《Modern Electronics Technique》 2009-16
Add to Favorite Get Latest Update

Optical Flow and Color Distribution-based Feature Point Matching

YANG Yan,KANG Gewen(University of Electronic Science and Technology of China,Chengdu,610054,China)  
To solve the difficulty of precise match between images,an optical flow registration and color distributions matching-based feature point matching algorithm which works well under large deformations and illumination changes are proposed.At first,a 5D spatial is defined and a group of parameters are employed to represent the information which including displacement,rotation,scale,the same parameters are used for transformation between the image patches.Then,these two matching algorithms can be combined into a single process which is called M-estimator for estimating the parameters of the transformation iteratively,a more accurate module is approaching to meet increasing accuracy request.The experiment proves that the feature points matching algorithm which combined optical flow with color distribution matching works well.Not only it has few cases of mistaken matches,but also it has high precision.
【CateGory Index】: TP391.41
Download(CAJ format) Download(PDF format)
CAJViewer7.0 supports all the CNKI file formats; AdobeReader only supports the PDF format.
Chinese Journal Full-text Database 2 Hits
1 LI Chun-hua;LI Ning;WU Li-chao;Central South University of Forestry and Technology,School of Sciences;Beijing Normal University State Key Laboratory of Earth Surface Processes and Resource Ecology;Beijing Normal University Academy of Disaster Reduction and Emergency Management,Ministry of Civil Affairs & Ministry of Education;Beijing Normal University Key Laboratory of Environmental Change and Natural Disaster,Ministry of Education of China;;Novel Fast Moving Target Detection Method in Image Sequences[J];小型微型计算机系统;2014-08
2 LI Jian1,LAN Jinhui1,LI Jie2 (1.School of Automation and Electrical Engineering,University of Science&Technology Beijing, Beijing 100083,China; 2.School of Mechatronical Engineering,Beijing Institute of Technology,Beijing 100081,China);A novel fast moving target detection method[J];中南大学学报(自然科学版);2013-03
Chinese Journal Full-text Database 8 Hits
1 Qi Meibin1 Wang Wei1 Jiang Jianguo1,2 Shen Yuliang1 (1.School of Computer and information,Hefei University of Technology,Hefei 230009,China; 2.Engineering Research Center of Safety Critical Industrial Measurement and Control Technology, Ministry of Education,Hefei 23009,China);Rapid moving object detection under a dynamic scene[J];电子测量与仪器学报;2011-09
2 Lu Xinhua Shi Zhongke(College of control theory and control engineering,Northwestern Polytechnical University,Xi’an 710072,China);Detection and tracking control for air moving target based on dynamic template matching[J];电子测量与仪器学报;2010-10
3 Li Jinju, Zhu Qing, Wang Yaonan(Department of Electric and Information Engineering ,Hunan University, Changsha 410082, China);Detecting and tracking method of moving target in complex environment[J];仪器仪表学报;2010-10
4 Wang Jinhua Cao Jie Li Yu Ren Chongyu (College of Electrical Engineering and Information Engineering of Lanzhou University of Technology, Lanzhou 730050, China);Object tracking algorithm based on the feature fusion points[J];电子测量与仪器学报;2010-06
5 YANG Yan,KANG Gewen(University of Electronic Science and Technology of China,Chengdu,610054,China);Optical Flow and Color Distribution-based Feature Point Matching[J];现代电子技术;2009-16
6 JIN Peng-fei(Department of Electronic Engineering,Xi′an University of Post and Telecommunications,Xi′an 710121,China);Improved algorithm for Sobel edge detection of image[J];应用光学;2008-04
7 HAO Ying-ming, ZHU Feng (Shenyang Institute of Automation, Chinese Academy of Sciences, Shenyang 110016);Fast Algorithm for Two-dimensional Otsu Adaptive Threshold Algorithm[J];中国图象图形学报;2005-04
8 WANG Xiaowei 1 NING Gu 1 (1 Information Engineering Department, Armored Force Engineering Academy, 21 Dujiakan Road, Beijing,China, 100072);A Modified Object Tracking Algorithm Based on Optical-Flow[J];武汉大学学报(信息科学版);2003-03
【Secondary References】
Chinese Journal Full-text Database 10 Hits
1 Yang Wei;Liu Peihe;Tian Chuanfeng;Beijing Electronic Science and Technology Institute;;Design and Implementation of Embedded Real-time Moving Object Detection and Alarm System[J];北京电子科技学院学报;2015-04
2 Chen Wei;Huaqiao University;;A Dynamic Gesture Recognition Method Based on Optical Flow[J];哈尔滨师范大学自然科学学报;2015-06
3 LU Yi;LIN Jianhui;ZHANG Bing;DU Gaofeng;Traction Power State Key Laboratory,Southwest Jiaotong University;School of Mechanical Engineering,Southwest Jiaotong University;;Study on Train Derailment Test Based on Computer Vision Technology[J];铁道机车车辆;2015-04
4 Ren Keqiang;Gao Xiaolin;School of Information Engineering,Jiangxi University of Science and Technology;;Moving object detection based on five-frame difference and two-dimensional Renyi entropy[J];电子测量与仪器学报;2015-08
5 WANG Bin;MA Yong-Jie;LI Peng-Fei;School of Physics and Electronic Engineering, Northwest Normal University;;Moving Target Detection Based on Improved Three Frame Difference and Background Difference[J];计算机系统应用;2015-08
6 ZHOU Hong-zhi;College of Information Engineering,Fuyang Teachers' College;;Scheme Design of Shadow Suppression of Single Channel Mode[J];淮阴工学院学报;2015-03
7 Li Shuzhi;Yan Qiming;School of Information Engineering,Jiangxi University of Science and Technology;;VIDEO ZERO-WATERMARKING ALGORITHM BASED ON SEGMENTATION OF SUB-BLOCK OF MOVING OBJECT[J];计算机应用与软件;2015-04
8 XIA Chen-yang;CU Xi-cun;CHEN Qian;Chongqing University of Posts and Telecommunications;;Research on Moving Object Detection Algorithm in the Video[J];激光杂志;2015-03
9 CHENG Deqiang;LIU Jie;GUO Zheng;School of Information and Electrical Engineering,China University of Mining and Technology;;An algorithm for moving targets tracking in coal mine underground based on layered optical flow[J];工矿自动化;2015-03
10 SUN Wen-jian;XIAO Bo-tao;LUO Chun-bo;SONG Hua-jun;REN Peng;College of Information and Control Engineering,China University of Petroleum(East China);School of Engineering and Computing,University of The West of Scotland;;Design of a moving object detection system based on PandaBoard[J];现代电子技术;2015-02
©2006 Tsinghua Tongfang Knowledge Network Technology Co., Ltd.(Beijing)(TTKN) All rights reserved