Enhanced Object Detection using Generalized Hough Transform and RANSAC
Pranaw Kumar, Rammah Yousef, Nabhan Yousef · International Journal of Innovative Technology and Exploring Engineering · 2019
In this paper object detection process has been implemented using the combination of some robust algorithms. The algorithms used are SIFT, GHT and RANSAC. Two models have been proposed which using two of the above mentioned algorithms. In model one features extraction by SIFT has been processed using Generalized Hough Transform (GHT) , where in other model improved RANSAC has been used to eliminate the mismatches in order to achieve better recognition resolution. Overall GHT is found to be superior technique to achieve object detection efficiently.