DocumentCode
716219
Title
Panoramic image mosaic based on SURF algorithm using OpenCV
Author
Jiaxi Wang ; Watada, Junzo
Author_Institution
Grad. Sch. of Inf., Waseda Univ., Fukuoka, Japan
fYear
2015
fDate
15-17 May 2015
Firstpage
1
Lastpage
6
Abstract
Panoramic image mosaic is a technology to match a series of images which are overlapped with each other. Panoramic image mosaics can be used for different applications. Image mosaic has important values in various applications such as photogrammetry, computer vision, remote sensing image processing, medical image analysis and computer graphics. Image mosaics also can be used in moving object detection with a dynamic camera. After getting the panoramic background of the video for detection, we can compare every frame in the video with the panoramic background, and finally detect the moving object. To build the image mosaic, SURF (Speeded Up Robust Feature) algorithm is used in feature detection and OpenCV is used in the programming.
Keywords
feature extraction; image matching; image segmentation; object detection; video signal processing; OpenCV; SURF algorithm; computer graphics; computer vision; dynamic camera; feature detection; medical image analysis; moving object detection; panoramic image mosaic; photogrammetry; remote sensing image processing; speeded up robust feature algorithm; Cameras; Correlation; Detectors; Feature extraction; Image color analysis; Image sequences; Mathematical model;
fLanguage
English
Publisher
ieee
Conference_Titel
Intelligent Signal Processing (WISP), 2015 IEEE 9th International Symposium on
Conference_Location
Siena
Type
conf
DOI
10.1109/WISP.2015.7139183
Filename
7139183
Link To Document