Noha Sarhan

2023

• Noha Sarhan, Simone Frintrop: Unraveling a Decade: A Comprehensive Survey on Isolated Sign Language Recognition, Analysis and Modeling of Face and Gestures Workshop at International Conference on Computer Vision, AMFG @ ICCV 2023, [PDF]
• Noha Sarhan, Christian Wilms, Vanessa Closius, Ulf Brefeld, Simone Frintrop: Hands in Focus: Sign Language Recognition via Top-Down Attention, International Conference on Image Processing, ICIP 2023, [PDF]
• Noha Sarhan, Jan M. Willruth, Simone Frintrop: PseudoDepth-SLR: Generating Depth Data for Sign Language Recognition, 14th International Conference on Computer Vision Systems, ICVS 2023, [PDF]

2022

• Noha Sarhan, Mikko Lauri, Simone Frintrop: Multi-Phase Fine-Tuning: A New Fine-Tuning Approach for Sign Language Recognition,  German Journal of Artificial Intelligence (KI - Künstliche Intelligenz), Springer, 2022 [PDF]

2021

• Noha Sarhan, Simone Frintrop: Sign, Attend and Tell: Spatial Attention for Sign Language Recognition, accepted for the IEEE International Conference on Automatic Face and Gesture Recognition (FG) 2021

2020

• Noha Sarhan, Simone Frintrop: Transfer Learning of Videos: From Action Recognition to Sign Language Recognition, International Conference on Image Processing, 2020 (ICIP ’20), [PDF]