About
Contact & Profiles
A5056325404
Research Areas
- Hand Gesture Recognition Systems
- Hearing Impairment and Communication
- Human Pose and Action Recognition
University of Management and Technology
2021
Using gestures can help people with certain disabilities in communicating other people. This paper proposes a lightweight model based on YOLO (You Only Look Once) v3 and DarkNet-53 convolutional neural networks for gesture recognition without additional preprocessing, image filtering, enhancement of images. The proposed achieved high accuracy even complex environment, it successfully detected low-resolution picture mode. was evaluated labeled dataset hand both Pascal VOC format. We better...
10.3390/app11094164
article
EN
cc-by
Applied Sciences
2021-05-02
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