Work place: Technical Research Center, Cairo-Egypt
Research Interests: Models of Computation, Image Processing, Image Manipulation, Image Compression
Ramy M. Bahy received his B.S.C in electrical engineering from Military Technical College, Cairo, Egypt in 1999. He got the MSc. Degree from Military Technical College in 2006. He got the PhD. Degree in electrical engineering from Military Technical College in 2012. He is interested in the following research areas: Image and video processing including: compression, registration, fusion and enhancement especially by using superresolution techniques. Besides, he is interested in hardwaresoftware interface in a field of navigation by aiding of image and video processing.
By Ramy M. Bahy
DOI: https://doi.org/10.5815/ijigsp.2018.03.03, Pub. Date: 8 Mar. 2018
This paper presents a new automatic target recognition approach based on Hough transform and mutual information. The Hough transform groups the extracted edge points in edged images to an appropriate set of lines which helps in features extraction and matching processes in both of target and stored database images. This gives an initial indication about realization and recognition between target image and its corresponding database image. Mutual information is used to emphasize the recognition of the target image and its verification with its corresponding database image. The proposed recognition approach passed through five stages which are: edge detection by Sobel edge detector, thinning as a morphological operation, Hough transformation, matching process and finally measuring the mutual information between target and the available database images. The experimental results proved that, the target recognition is realized and gives more accurate and successful recognition rate than other recent recognition techniques which are based on stable edge weighted HOG.[...] Read more.
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