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This research presents a novel architectural paradigm for digital image and video processing systems, featuring an integrated graphical user interface component designed to facilitate interactive operation. The framework integrates multiple image processing techniques including edge detection, smoothing, geometric transformations, morphological operations, seg- mentation, enhancement, color space manipulation, and noise management within a cohesive environment. The implementation leverages computer vision libraries and modern GUI components to provide real-time visual feedback, mathematical equation display, and intuitive parameter control. Experimental evaluations demonstrate the effectiveness of the framework for both educational purposes and practical image analysis tasks. The system’s modular architecture enables extensibility and facilitates incorporation of additional algorithms. Performance analysis indicates the framework maintains interactive response rates across various processing operations while providing high- quality output. This integrated approach addresses the need for accessible, comprehensive tools in digital image processing education and research.
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Copyright © 2025, This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC-BY-NY-SA). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms.
*Corresponding Author: R. Chaitanyaraju, ratnakaramchaitanyaraj@gmail.com
Disclaimer: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article or claim that may be made by its manufacturer is not guaranteed or endorsed by the publisher.
Conflict of interest: The author declares that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Publisher’s note: All claims expressed in this article are solely those of the authors and do not necessarily represent those of their affiliated organizations, or those of the publisher, the editors and the reviewers. Any product that may be evaluated in this article, or claim that may be made by its manufacturer, is not guaranteed or endorsed by the publisher.
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