Publications

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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

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

Abstract | Links | BibTeX | Tags: 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

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

Abstract | Links | BibTeX | Tags: distillation, face, face image quality assessment, face image quality estimation, face images, optimization, quality, transfer learning

2022

Babnik, Žiga; Štruc, Vitomir

Iterativna optimizacija ocen kakovosti slikovnih podatkov v sistemih za razpoznavanje obrazov Proceedings Article

In: Proceedings of ERK 2022, pp. 1-4, 2022.

Abstract | Links | BibTeX | Tags: CNN, face image quality estimation, face quality, face recognition, optimization, supervised quality estimation