Title :
Hyperspectral change detection by multi-band Census Transform
Author :
Cesmeci, Davut ; Karaca, Ali Can ; Erturk, Alp ; Gullu, Mehmet Kemal ; Erturk, Sarp
Author_Institution :
Electron. & Telecommun. Eng. Dept., Kocaeli Univ., Kocaeli, Turkey
Abstract :
Hyperspectral imaging provides increased capability for many image processing tasks with respect to standard imaging systems. One of such tasks in hyperspectral image processing is change detection, which aims to detect the differences occurring between images acquired from the same scene at different times. In this paper, a panoramic hyperspectral imaging system is used to capture multitemporal hyperspectral data, and novel multi-band Census Transform (MCT) is proposed for change detection on these data. Experimental results validate the performance of the proposed method for the utilized acquisition system.
Keywords :
geophysical image processing; hyperspectral imaging; image capture; object detection; wavelet transforms; acquisition system; hyperspectral change detection; hyperspectral image processing; multiband Census transform; multitemporal hyperspectral image capture; panoramic hyperspectral imaging system; Binary codes; Cameras; Charge coupled devices; Hyperspectral imaging; Transforms; Census transform; change detection; hyperspectral; panoramic;
Conference_Titel :
Geoscience and Remote Sensing Symposium (IGARSS), 2014 IEEE International
Conference_Location :
Quebec City, QC
DOI :
10.1109/IGARSS.2014.6947100