CORTEXA
← Browse

Raul Fernandez Rojas

2 papers indexed

arxivcs.CV2026-07-22

ReFace: Reorganizing Facial Spatiotemporal Representations for Improved Pain Assessment

Stefanos Gkikas, Yu Fang, Christian Arzate Cruz, Muhammad Umar Khan, Raul Fernandez Rojas

Automatic pain assessment from facial video remains challenging due to the spatial heterogeneity of pain-related facial cues. This study proposes ReFace, a spatial reorganization pipeline that divides facial input into four spatial quadrants before tokenization, rather than proce…

View free PDFSource page
arxivcs.CV2026-07-22

A Unified Tokenization Framework for Pain Recognition using Heterogeneous 3D Modalities

Stefanos Gkikas, Christian Arzate Cruz, Valentina Becchetti, Muhammad Umar Khan, Alessandro Giuseppi, Raul Fernandez Rojas

Pain is a complex and pervasive phenomenon affecting a large percentage of the population, and accurate assessment is essential for effective clinical management and intervention. Computational pain recognition systems enable continuous monitoring, support clinical decision-makin…

View free PDFSource page