HaGRID - HAnd Gesture Recognition Image Dataset

• Published in: Proceedings / IEEE Workshop on Applications of Computer Vision pp. 4560 - 4569
• Main Authors: Alexander, Kapitanov, Karina, Kvanchiani, Alexander, Nagaev, Roman, Kraynov, Andrei, Makhliarchuk
• Format: Conference Proceeding
• Language: English
• Published: IEEE 03.01.2024
• Subjects: Algorithms; Biometrics; body pose; Computational modeling; Computer vision; Crowdsourcing; Datasets and evaluations; face; gesture; Gesture recognition; Image recognition and understanding; Lighting; Meters; Training

This paper introduces an enormous dataset, HaGRID (HAnd Gesture Recognition Image Dataset), to build a hand gesture recognition (HGR) system concentrating on interaction with devices to manage them. That is why all 18 chosen gestures are endowed with the semiotic function and can be interpreted as a...