Tracking of Multiple Object on Aerial Videos using Image Registration


Siddharth Khedkar , GHRCE, Nagpur; Siddharth Khedkar, GHRCE, Nagpur; Dr. L. G. Malik, GHRCE, Nagpur


Image Registration, Tracking, Detection, Background Subtraction, RANSAC, SIFT, SURF


Image Registration is one of the important area in Digital Image Processing and hence it is used in most of the image processing applications. In a registration process, we have two or more images among them, there is a reference image and the other is sensed image. The task is to compare the images with each other and the image which is developed is called as registered image. Here, the tracking is performed on the basis of SIFT or SURF features extracted from the images. The purpose of a tracking is to determine the location or direction of a target in a moving or steady state. Other than this the SIFT or SURF features are used for registration of images. The background subtraction is used for detection and particle filter is used for tracking.

Other Details

Paper ID: IJSRDV4I30223
Published in: Volume : 4, Issue : 3
Publication Date: 01/06/2016
Page(s): 120-123

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