Menu

Non-Negative Matrix Factorization; with Application in Image Processing

This project discusses the implementation and applications of NMF in image processing. It explores the use of NMF in image segmentation, comparing its effectiveness with other methods. It includes a detailed discussion on the mathematical background of NMF and its algorithms like Multiplicative update rules. The project involves both library and custom implementations of NMF, showcasing its utility in image compression and segmentation

Keywords: machine learning,python,mathematical modeling
Tools: machine learning,python,mathematical modeling
Department: Department of Mathematics

Project Team Members

Name Email
Mahnoor amjad mahnoor2020@namal.edu.pk
Muhammad Awais mawais2020@namal.edu.pk

Project Poster

Related Projects

Career Development Center

Our primary goal is to empower students by providing guidance for internships, experiential education, full-time employment, and higher education choices based on current job market trends.

Important Links

Get In Touch

Address: 30 km Talagang Road, Mianwali, 42250, Pakistan.

Phone: +92 (0) 459-236995 Ext. 101, 107

WhatsApp:+92 300 9236995

Email: info@namal.edu.pk

Copyrights © 2024. Namal University Mianwali. All Rights Reserved.