RGB-D Data-Based Action Recognition: A Review. - Muhammad Bilal Shaikh; Douglas Chai (Sensors, 2021)

MAiVAR: Multimodal Audio-Image and Video Action Recognizer. - Muhammad Bilal Shaikh; Douglas Chai; Syed Mohammed Shamsul Islam; Naveed Akhtar (VCIP, 2022)

MAiVAR-T: Multimodal Audio-image and Video Action Recognizer using Transformers. - Muhammad Bilal Shaikh; Douglas Chai; Syed Mohammed Shamsul Islam; Naveed Akhtar (EUVIP, 2023)

PyMAiVAR: An open-source Python suite for audio-image representation in human action recognition. - Muhammad Bilal Shaikh; Douglas Chai; Syed Mohammed Shamsul Islam; Naveed Akhtar (Softw. Impacts, 2023)

MHAiR: A Dataset of Audio-Image Representations for Multimodal Human Actions. - Muhammad Bilal Shaikh; Douglas Chai; Syed Mohammed Shamsul Islam; Naveed Akhtar (Data, 2024)

Multimodal fusion for audio-image and video action recognition. - Muhammad Bilal Shaikh; Douglas Chai; Syed Mohammed Shamsul Islam; Naveed Akhtar (Neural Comput. Appl., 2024)

From CNNs to Transformers in Multimodal Human Action Recognition: A Survey. - Muhammad Bilal Shaikh; Douglas Chai; Syed Mohammed Shamsul Islam; Naveed Akhtar (ACM Trans. Multim. Comput. Commun. Appl., 2024)