56 citations · 63 across the 3 of their papers we have counts for
3 papers
From CNNs to Transformers in Multimodal Human Action Recognition: A Survey
Muhammad Bilal Shaikh, Syed Mohammed Shamsul Islam, Douglas Chai +1
Due to its widespread applications, human action recognition is one of the most widely studied research problems in Computer Vision. Recent studies have shown that addressing it us…
MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam +1
In line with the human capacity to perceive the world by simultaneously processing and integrating high-dimensional inputs from multiple modalities like vision and audio, we propos…
MAiVAR: Multimodal Audio-Image and Video Action Recognizer
Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam +1
Currently, action recognition is predominately performed on video data as processed by CNNs. We investigate if the representation process of CNNs can also be leveraged for multimod…