HMM-based Arabic Sign Language Recognition using Kinect. - Noha A. Sarhan; Yasser El-Sonbaty; Sherin M. Youssef (ICDIM, 2015)

Transfer Learning For Videos: From Action Recognition To Sign Language Recognition. - Noha A. Sarhan; Simone Frintrop (ICIP, 2020)

Sign, Attend and Tell: Spatial Attention for Sign Language Recognition. - Noha A. Sarhan; Simone Frintrop (FG, 2021)

Multi-phase Fine-Tuning: A New Fine-Tuning Approach for Sign Language Recognition. - Noha A. Sarhan; Mikko Lauri; Simone Frintrop (Künstliche Intell., 2022)

Unraveling a Decade: A Comprehensive Survey on Isolated Sign Language Recognition. - Noha A. Sarhan; Simone Frintrop (ICCV (Workshops), 2023)

Hands in Focus: Sign Language Recognition Via Top-Down Attention. - Noha A. Sarhan; Christian Wilms; Vanessa Closius; Ulf Brefeld; Simone Frintrop (ICIP, 2023)