Research Output
Peer-reviewed publications in computer vision, face biometrics, media forensics, synthetic data, e-learning, Parkinson analysis, and human motion analysis.
IEEE/IAPR International Joint Conference on Biometrics
This work explores biometric verification scenarios in photorealistic talking-head avatar videos, focusing on whether synthetic avatar generation affects identity-related biometric evidence.
Topics: talking-head avatars, biometric verification, photorealistic avatars, face biometrics.
IEEE International Conference on Automatic Face and Gesture Recognition Workshops
This work compares visual trackers for biomechanical analysis of running, focusing on their applicability to video-based movement assessment.
Topics: visual trackers, biomechanical analysis, running, pose estimation.
IAPR International Conference on Pattern Recognition Workshop
VideoRun2D presents a cost-effective framework for markerless motion capture in sprint biomechanics using video-based pose estimation and biomechanical signal analysis.
Topics: markerless motion capture, sprint biomechanics, pose estimation, human motion analysis.
Information Fusion
This paper presents winning solutions and post-challenge analysis from the Second FRCSyn-ongoing challenge, focused on improving face recognition with synthetic data.
Topics: synthetic data, face recognition, biometrics, challenge analysis.
IEEE Access
This work studies multimodal face biometrics for attention estimation, with application to e-learning scenarios.
Topics: multimodal face biometrics, attention estimation, e-learning.
Proceedings of the AAAI Conference on Artificial Intelligence
This demo presents biometric and behavioral analysis tools for online educational platforms.
Topics: biometrics, behavior analysis, online education.
IEEE 47th Annual Computers, Software, and Applications Conference
This paper studies the use of adversarial examples for face biometric de-identification.
Topics: privacy, adversarial examples, face biometric de-identification.
IEEE 47th Annual Computers, Software, and Applications Conference
This work explores physiological cues for presentation attack detection in face biometric systems.
Topics: presentation attack detection, face biometrics, physiology.
PLOS ONE
This work explores facial expressions and facial action unit domains for Parkinson detection.
Topics: Parkinson detection, facial expressions, action units, computer vision.
AAAI Workshop
This work presents multimodal attention level estimation for e-learning platforms.
Topics: attention estimation, e-learning, multimodal analysis.
Electronics
This paper studies classical facial expression analysis for classifying Parkinson’s disease patients.
Topics: Parkinson disease, facial expressions, classification.
IEEE/CVF Winter Conference on Applications of Computer Vision Workshops
This work presents FaceQvec, a vector quality assessment method for face biometrics based on ISO compliance.
Topics: face biometrics, quality assessment, ISO compliance.
IEEE/CVF Conference on Computer Vision and Pattern Recognition Workshops
This work studies dynamic features extracted from evoked facial expressions in video for improving Parkinson detection.
Topics: Parkinson detection, dynamic features, evoked expressions, video analysis.
Neurodegenerative Disease Management
This paper presents Apkinson, a smartphone application for telemonitoring Parkinson’s patients through speech, gait, and hand movement analysis.
Topics: Parkinson telemonitoring, speech, gait, mobile health.