4 papers
PLANesT-3D: A new annotated dataset for segmentation of 3D plant point clouds
Kerem MertoÄlu, Yusuf Åalk, Server Karahan Sarıkaya +6
Creation of new annotated public datasets is crucial in helping advances in 3D computer vision and machine learning meet their full potential for automatic interpretation of 3D pla…
Hybrid Deep Learning and Signal Processing for Arabic Dialect Recognition in Low-Resource Settings
Ghazal Al-Shwayyat, Omer Nezih Gerek
Arabic dialect recognition presents a significant challenge in speech technology due to the linguistic diversity of Arabic and the scarcity of large annotated datasets, particularl…
TSLFormer: A Lightweight Transformer Model for Turkish Sign Language Recognition Using Skeletal Landmarks
Kutay Ertürk, Furkan AltınıÅık, Ä°rem Sarıaltın +1
This study presents TSLFormer, a light and robust word-level Turkish Sign Language (TSL) recognition model that treats sign gestures as ordered, string-like language. Instead of us…
CardioPatternFormer: Pattern-Guided Attention for Interpretable ECG Classification with Transformer Architecture
Berat Kutay UÄraÅ, Ãmer Nezih Gerek, Ä°brahim Talha Saygı
Accurate ECG interpretation is vital, yet complex cardiac data and "black-box" AI models limit clinical utility. Inspired by Transformer architectures' success in NLP for understan…