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
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;
Conference_Titel :
Intelligent Signal Processing (WISP), 2015 IEEE 9th International Symposium on
Conference_Location :
Siena
DOI :
10.1109/WISP.2015.7139183