4 papers
Employing Vision-Language Models for Face Image Quality Assessment
Erdi SarıtaÅ, Eren Onaran, Vitomir Å truc +1
Face Image Quality Assessment (FIQA) is a crucial control step in biometric pipelines. It ensures only reliable samples are processed to maintain system accuracy. State-of-the-art…
Impact of Face Alignment on Face Image Quality
Eren Onaran, Erdi SarıtaÅ, Hazım Kemal Ekenel
Face alignment is a crucial step in preparing face images for feature extraction in facial analysis tasks. For applications such as face recognition, facial expression recognition,…
Analyzing the Feature Extractor Networks for Face Image Synthesis
Erdi SarıtaÅ, Hazım Kemal Ekenel
Advancements like Generative Adversarial Networks have attracted the attention of researchers toward face image synthesis to generate ever more realistic images. Thereby, the need…
Analyzing the Effect of Combined Degradations on Face Recognition
Erdi SarıtaÅ, Hazım Kemal Ekenel
A face recognition model is typically trained on large datasets of images that may be collected from controlled environments. This results in performance discrepancies when applied…