On March 5, 2025, the Multidimensional Signal Processing Research Area hosted a seminar titled "Algorithm Unrolling for Signal and Image Processing," presented by Dr. Mudassir Masood and Dr. Motaz Alfarraj.

The seminar explored the fundamental concepts of algorithm unrolling, tracing its origins in sparse coding and its rapid expansion across various domains, with a particular focus on image processing and computer vision. The speakers discussed key theoretical insights, recent advancements, and the advantages of unrolled networks over conventional deep learning approaches.

Additionally, the event highlighted current limitations and promising research directions in this rapidly evolving field, providing attendees with valuable insights into foundational principles and future opportunities in signal and image processing.

The following are the highlights of the event: