Dr. Bagci was invited to give a keynote talk at IEEE WACV 2025
Dr. Bagci has given a keynote talk at IEEE WACV 2025’s GMCV workshop.
The “Gaze Meets Computer Vision (GMCV): Bridging Human Attention and Machine Perception” workshop explores the integration of eye-tracking technology and computer vision. It focuses on how gaze data can improve visual understanding, enhance human-computer interaction, and support applied computer vision tasks. Building on two successful editions at NeurIPS, the workshop will highlight advancements in combining eye gaze with AI, with applications in AR/VR, scene understanding, and attention modeling. It aims to bring together researchers and industry experts to discuss challenges, opportunities, and future directions in gaze-assisted computer vision. The workshop fosters innovation at the intersection of human cognition and machine perception through panels, presentations, and cross-disciplinary collaborations.
title of his talk:
Eyes Don’t Lie: A Human in the Loop Approach for Medical AI Applications
some key takeaways from his talk:
Human in the loop AI is beneficial for Radiology applications
- Lung Cancer Screening
- X-ray diagnosis
- mp-MRI prostate screening
- real-time segmentation
- Personalization of AI based CAD systems
Future:
Increased Integration: More sophisticated integration, healthcare and autonomous driving
Real-time Decision Making: Real time adaptation to human feedback
Adaptive Systems: Customizing the experience for more effective collaboration
