Computer vision

People with expertise in this area
Research interests

Cigdem Beyan: Associate Professor

Vittorio Murino: Full Professor

Research interests
Topic	People	Description
Biometrics	Cigdem Beyan Vittorio Murino	Advancing face, fingerprint, and iris recognition, as well as gait analysis, voice biometrics, and multimodal biometric systems. It also addresses privacy and ethical considerations in biometric applications.
Medical image processing	Cigdem Beyan Vittorio Murino	Developing techniques to process and interpret medical images, including those from modalities like X-rays, CT scans, MRIs, and histopathology slides. Applications include disease diagnosis, tissue segmentation, organ recognition, anomaly detection, and treatment monitoring. By leveraging deep learning and advanced image processing, medical computer vision enhances diagnostic accuracy, supports personalized treatment, and enables real-time insights in healthcare settings.
Activity recognition and understanding	Cigdem Beyan Vittorio Murino	Recognizing and understanding individual and group activities, including gaze tracking, facial expression analysis, and human-object and social interaction analysis, with applications in healthcare, assisted living, and public safety.
Video surveillance and monitoring	Cigdem Beyan Vittorio Murino	Detecting anomalies in surveillance footage, identifying events and generating alerts, tracking objects, and analyzing motion. It has applications in smart cities, transportation, and retail environments.