Change Detection using Relative Radiometric Correction on Air Field Satellite Imagery

This paper focusses on improving the results of change detection between two satellite images of the same place taken at different times. Some of the primary challenges faced in change detection lies in overcoming the unregistered dataset, disturbances introduced due to air borne sensors and diverse atmospheric conditions such as lighting, cloud shadows and atmosphere haziness. To overcome the above challenges an additional step of relative radiometric correction has been added, before performing change detection. The results derived have been quantified in the form of percentage of change in image. Finally, the changes have been visually interpreted, for analysing the correctness and accuracy of results.

[1]  Timothy A. Warner,et al.  Implementation of machine-learning classification in remote sensing: an applied review , 2018 .

[2]  Huiping Liu,et al.  Accuracy analysis of remote sensing change detection by rule-based rationality evaluation with post-classification comparison , 2004 .

[3]  H. Liu.  Accuracy analysis of remote sensing change detection by rule-based rationality evaluation with post-classification comparison , 2003 .

[4]  journals Iosr,et al.  A Review of Change Detection Techniques of LandCover Using Remote Sensing Data , 2015 .

[5]  Baharin Bin Ahmad,et al.  Review of Change Detection Techniques from Remotely Sensed Images , 2015 .

[6]  Analysis of Change Detection Techniques using Remotely Sensed Data , 2015 .

[7]  C. Armenakis.  CHANGE DETECTION FROM IMAGES , 2005 .

[8]  Waseem Ahmad Khanday,et al.  Review of various Change Detection Techniques for Hyperspectral Images , 2016 .

[9]  Zhuo Liu,et al.  A novel remote sensing image change detection algorithm based on Markov random field theory , 2016, 2016 International Conference on Communication and Electronics Systems (ICCES).

[10]  A. Vasuki,et al.  Fusion of Difference Images for Change detection , 2013 .

[11]  D. Lu,et al.  Change detection techniques , 2004 .

[12]  B. Jadhav,et al.  Analysis of various change detection techniques using satellite images , 2015, 2015 International Conference on Information Processing (ICIP).

[13]  Ting Zhang,et al.  A Change Detection Method of Multi-temporal SAR Images Based on Contourlet Transform , 2016 .

[14]  Karthik,et al.  Change detection using image differencing: A study over area surrounding Kumta, India , 2017, 2017 Second International Conference on Electrical, Computer and Communication Technologies (ICECCT).