Representation for action recognition with motion vector termed as: SDQIO

MS Islam, K Bakhat, M Iqbal, R Khan, ZF Ye… - Expert Systems with …, 2023‏ - Elsevier
The active human action motion characteristics from moving areas within a particular
spectrum are conveyed by the information extraction domain of video data. Meanwhile, most …

Katz centrality based approach to perform human action recognition by using OMKZ

K Bakhat, K Kifayat, MS Islam, MM Islam - Signal, Image and Video …, 2023‏ - Springer
Centrality measures in complex systems have been applied in serval domains for problem-
solving. In this paper, we tailor complex system measures to investigate the most interesting …

Utilizing CPG-3D, graph theory anchored approach to recognize human action recognition

K Bakhat, K Kifayat, MS Islam, MM Islam - Multimedia Tools and …, 2024‏ - Springer
Graph theory originated as a fun way to solve math problems, but it has now evolved into a
significant mathematics subject with several applications in computer vision. The human …

XYZ-channel encoding and augmentation of human joint skeleton coordinates for end-to-end action recognition

A Elaoud, H Ghazouani, W Barhoumi - Signal, Image and Video …, 2024‏ - Springer
Recognizing human actions from skeletal data is a major challenge, as it does not always
deliver optimal performance due to the limited ability to discern the spatio-temporal patterns …

Computer vision-based approach for skeleton-based action recognition, SAHC

M Shujah Islam - Signal, Image and Video Processing, 2024‏ - Springer
Given their small size and low weight, skeleton sequences are a great option for joint-based
action detection. Recent skeleton-based action recognition techniques use feature …

Attention based sequence-to-sequence framework for auto image caption generation

R Khan, MS Islam, K Kanwal, M Iqbal… - Journal of Intelligent …, 2022‏ - content.iospress.com
Caption generation using an encoder-decoder approach has recently been extensively
studied and implemented in various domains, including image captioning and code …