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2024

Babnik, Žiga; Boutros, Fadi; Damer, Naser; Peer, Peter; Štruc, Vitomir

AI-KD: Towards Alignment Invariant Face Image Quality Assessment Using Knowledge Distillation Proceedings Article

V: Proceedings of the International Workshop on Biometrics and Forensics (IWBF), str. 1-6, 2024.

Povzetek | Povezava | BibTeX | Oznake: ai, CNN, deep learning, face, face image quality assessment, face image quality estimation, face images, face recognition, face verification

2023

Babnik, Žiga; Damer, Naser; Štruc, Vitomir

Optimization-Based Improvement of Face Image Quality Assessment Techniques Proceedings Article

V: Proceedings of the International Workshop on Biometrics and Forensics (IWBF), 2023.

Povzetek | Povezava | BibTeX | Oznake: distillation, face, face image quality assessment, face image quality estimation, face images, optimization, quality, transfer learning

Eyiokur, Fevziye Irem; Kantarci, Alperen; Erakin, Mustafa Ekrem; Damer, Naser; Ofli, Ferda; Imran, Muhammad; Križaj, Janez; Salah, Albert Ali; Waibel, Alexander; Štruc, Vitomir; Ekenel, Hazim K.

A Survey on Computer Vision based Human Analysis in the COVID-19 Era Članek v strokovni reviji

V: Image and Vision Computing, vol. 130, no. 104610, str. 1-19, 2023.

Povzetek | Povezava | BibTeX | Oznake: COVID-19, face, face alignment, face analysis, face image processing, face image quality assessment, face landmarking, face recognition, face verification, human analysis, masked face analysis

2022

Babnik, Žiga; Peer, Peter; Štruc, Vitomir

FaceQAN: Face Image Quality Assessment Through Adversarial Noise Exploration Proceedings Article

V: IAPR International Conference on Pattern Recognition (ICPR), 2022.

Povzetek | Povezava | BibTeX | Oznake: adversarial examples, adversarial noise, biometrics, face image quality assessment, face recognition, FIQA, image quality assessment

Babnik, Žiga; Štruc, Vitomir

Assessing Bias in Face Image Quality Assessment Proceedings Article

V: EUSIPCO 2022, 2022.

Povzetek | Povezava | BibTeX | Oznake: bias, bias analysis, biometrics, face image quality assessment, face recognition, FIQA, image quality assessment