no code implementations • 22 May 2024 • Muhammad Bilal Shaikh, Syed Mohammed Shamsul Islam, Douglas Chai, Naveed Akhtar
We analyze the classic and emerging techniques in this regard, while also highlighting the popular trends in the adaption of CNN and Transformer building blocks for the overall problem.
no code implementations • 1 Aug 2023 • Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
This model employs an intuitive approach for the combination of audio-image and video modalities, with a primary aim to escalate the effectiveness of multimodal human action recognition (MHAR).
no code implementations • IEEE International Conference on Visual Communications and Image Processing (VCIP) 2023 • Muhammad Bilal Shaikh, Douglas Chai, Syed Mohammed Shamsul Islam, Naveed Akhtar
Currently, action recognition is predominately performed on video data as processed by CNNs.
2 code implementations • 21 Sep 2020 • Hassan Mahmood, Asim Iqbal, Syed Mohammed Shamsul Islam
We find a performance degradation of these models when brain image pairs with different intensity distribution are presented even with similar structures.