DocumentCode
1844206
Title
Stereo matching method using color frequency information
Author
Phonsue, Prasit ; Oe, Shunichiro ; KASHIWAGI, Toshiyuki
Author_Institution
Dept. of Inf. Sci. & Intelligent Syst., Tokushima Univ., Japan
Volume
1
fYear
2005
fDate
29 July-1 Aug. 2005
Firstpage
177
Abstract
Stereo method needs the search of corresponding points to obtain depth information. However, the conventional stereo method cannot apply to the object with uniform or almost uniform surface. So we propose the new stereo matching method applicable to such object. From the characteristic of color histogram, the non-uniform part in such the object has lower frequency value than that of the uniform part. By using this characteristic, the image feature of the non-uniform part can be extracted and the distance measurement is performed by matching for this image feature. In this paper the validity of proposed method is verified by the experiment obtaining the depth information for the object with almost uniformity and human´s face.
Keywords
distance measurement; feature extraction; image colour analysis; image matching; stereo image processing; almost uniform surface; color frequency information; color histogram; corresponding points; depth information; distance measurement; image feature extraction; stereo matching method; Cameras; Color; Data mining; Distance measurement; Feature extraction; Frequency; Histograms; Information science; Pattern matching; Pixel;
fLanguage
English
Publisher
ieee
Conference_Titel
Mechatronics and Automation, 2005 IEEE International Conference
Print_ISBN
0-7803-9044-X
Type
conf
DOI
10.1109/ICMA.2005.1626543
Filename
1626543
Link To Document