Real-time sign language recognition based on YOLO algorithm

M Alaftekin, I Pacal, K Cicek - Neural Computing and Applications, 2024 - Springer
This study focuses on real-time hand gesture recognition in the Turkish sign language
detection system. YOLOv4-CSP based on convolutional neural network (CNN), a state-of …

Rfpssih: reducing false positive text detection sequels in scenery images using hybrid technique

AK Yadav, A Sharma, V Yadav, N Kalia - International Journal of System …, 2023 - Springer
Text detection from scenic photographs with text is a difficult issue that has recently attracted
a lot of attention. There are two main elements in scenery photographs (1) Recognizing text …

Transforming Scene Text Detection and Recognition: A Multi-Scale End-to-End Approach With Transformer Framework

T Geng - IEEE Access, 2024 - ieeexplore.ieee.org
Text is an essential means for humans to acquire information and engage in social
communication. Accurate text extraction from images is crucial for various tasks in real-life …

Resilient Kannada Scene Text Detection: CRAFT-YOLOv8 Fusion

AB Paul, GS Vikrant, V Umadevi - 2024 11th International …, 2024 - ieeexplore.ieee.org
The extraction of text from natural scene images is an increasingly vital task in computer
vision, with applications spanning numerous domains. This study introduces a simple and …