4 papers
MobileMold: A Smartphone-Based Microscopy Dataset for Food Mold Detection
Dinh Nam Pham, Leonard Prokisch, Bennet Meyer +1
Smartphone clip-on microscopes turn everyday devices into low-cost, portable imaging systems that can even reveal fungal structures at the microscopic level, enabling mold inspecti…
Transfer Learning from Visual Speech Recognition to Mouthing Recognition in German Sign Language
Dinh Nam Pham, Eleftherios Avramidis
Sign Language Recognition (SLR) systems primarily focus on manual gestures, but non-manual features such as mouth movements, specifically mouthing, provide valuable linguistic info…
The Importance of Facial Features in Vision-based Sign Language Recognition: Eyes, Mouth or Full Face?
Dinh Nam Pham, Eleftherios Avramidis
Non-manual facial features play a crucial role in sign language communication, yet their importance in automatic sign language recognition (ASLR) remains underexplored. While prior…
Development and evaluation of a deep learning algorithm for German word recognition from lip movements
Dinh Nam Pham, Torsten Rahne
When reading lips, many people benefit from additional visual information from the lip movements of the speaker, which is, however, very error prone. Algorithms for lip reading wit…