2 papers
cs.CV2026
On Applicability of Synthetic Datasets for Facial Expression Recognition
Ali Azmoudeh, Erdi SarıtaÅ, Ãmer Yıldırım +1
Facial Expression Recognition faces two core challenges. The first is class imbalance in public datasets, which skews the learning process and weakens generalization. The second is…
cs.CV2026
A Survey on Class-Agnostic Counting: Advancements from Reference-Based to Open-World Text-Guided Approaches
Luca Ciampi, Ali Azmoudeh, Elif Ecem Akbaba +5
Visual object counting has recently shifted towards class-agnostic counting (CAC), which addresses the challenge of counting objects across arbitrary categories, a crucial capabili…