1 publication

• Published Subscription Review Article 1 Mar 2024

  Hand Gesture Recognition Systems: A Review of Vision-based and Sensor-based Approaches

  By Akash Rahate, Akash Peddewad, Vaibhav Chamvad, Shruti Raykhelkar, A.M. Chadchankar

  Abstract: With many real-world uses, such as sign language translation and human-computer interaction, hand gesture detection is a crucial area of study in the science of computer vision. In this study, we propose a Convolutional Neural Network (CNN) model that uses real-time camera images to recognise hand gestures. A collection of hand motion photographs spanning the English alphabet (A-Z) was gathered, and the images were pre-processed to exclude any backdrop and …

  Published in International Journal of Optical Innovations & Research · Vol. 1, Issue 1, 2023 · pp. 15–20 Read article →