Underwater Gesture Recognition Using Classical Computer Vision and Deep Learning Techniques

• Main Authors: Martija, Mygel Andrei M, Dumbrique, Jakov Ivan S, Naval, Prospero C, Jr.
• Format: text
• Published: Archīum Ateneo 2020
• Subjects: underwater robot vision; gesture recognition; convolutional neural networks; feature extraction; Computer Sciences; Mathematics
• Online Access: https://archium.ateneo.edu/mathematics-faculty-pubs/177; https://archium.ateneo.edu/cgi/viewcontent.cgi?article=1187&context=mathematics-faculty-pubs
• Institution: Ateneo De Manila University

Underwater Gesture Recognition is a challenging task since conditions which are normally not an issue in gesture recognition on land must be considered. Such issues include low visibility, low contrast, and unequal spectral propagation. In this work, we explore the underwater gesture recognition pro...