5 September، 2024

master’s thesis entitled (Multi Focus Image Fusion) for the student Karam Muhammad Ghazal

Discussion of a master’s thesis in the College of Computer Science and Mathematics – Department of Computer Science

Titled (Multi Focus Image Fusion)

In continuation of the scientific research movement and with the follow-up and attendance of the Dean of the College of Computer Science and Mathematics, Professor Dr. Duha Bashir Abdullah, the respected

The master’s thesis entitled (Multi Focus Image Fusion) for the student Karam Muhammad Ghazal was discussed in the discussion hall at the College of Computer Science and Mathematics at the University of Mosul on 5-9-2024, under the supervision of Assistant Professor Dr. Ilaf Osama Abdul Majeed.

  • The thesis submitted by the student dealt with the use of (Bilateral Filtering) and (Anisotropic Diffusing Filter) filters as a method of merging two images with different focuses in parts of the image for the same scene to form a single image with full focus by analyzing the areas of high focus in the image and highlighting them and clarifying those areas to prepare the images for the decision map formation stage, and the areas of high focus in both images are transferred based on the decision map and merged into one image.
  • The study also addressed the use of one of the swarm algorithms, specifically the firefly algorithm, to improve the work of the filters used by finding the best value suitable for the filter coefficient, which helped to obtain the best results.
  • The study aims to merge two multi-focus images resulting from the effect of the difference in the focal length of the objects relative to the camera lens capturing the images and forming a single image with full focus in all parts of the image.

The discussion committee consisted of:

Prof. Dr. Israa Muhammad Khader/ University of Mosul / College of Education for Pure Sciences – Chairman

Assistant Professor Sondos Khalil Ibrahim / University of Mosul / College of Computer Science and Mathematics – Member

Dr. Omar Mu’ayyad Abdullah / University of Mosul / College of Computer Science and Mathematics – Member

Assistant Professor  Dr. Ilaf Osama Abdul Majeed / University of Mosul / College of Computer Science and Mathematics – Member and Supervisor

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