Akshay Daydar — accepted AI-conference papers

2025

MedCAM-OsteoCls: Medical Context Aware Multimodal Classification of Knee Osteoarthritis

Akshay Daydar, Alik Pramanick, Arijit Sur, Subramani Kanagaraj

ICASSP 2025accepted

Knee Osteoarthritis (KOA) is a degenerative musculoskeletal joint disorder that significantly impacts middle-aged and elderly individuals. Although X-rays and MRIs are clinically used to identify such disorders, combining these imaging modalities is challenging due to the distinct nature of the data…

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2025

River-GEM: Generating and Enhancing Muddy Water Images

Alik Pramanick, Chivukula Sairam Satwik, Sonal Kumar, Akshay Daydar, Arijit Sur

ICASSP 2025accepted

Underwater image enhancement is crucial for marine engineering and aquatic robotics. However, most recent methods have focused on ocean environments, where they trained and tested on oceanic images. As a result, these methods are less effective in river water, where relatively blurry images are prod…

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