Welcome to Artificial Intelligence and Cybernetics Lab
Independent University, Bangladesh
Human Activity Recognition
This ICT Division and IUB funded project intends to create a wearable sensor that will be able to measure movement of different body parts. Once the device is ready, we intend to use this device on people seeking rehabilitation support at the CRP (https://www.crp-bangladesh.org/). Our research intention is to record movement data while the rehabilitation process occurs.
CERN’s Data Analysis
This is the first initiative from bangladesh to join CERN to work on their very large particle data. This project is jointly funded by ICT Division, Bangladesh and IUB. The primary goal of this project is to establish communication and technical knowledge sharing regarding the petabyte level data acquired from the large hadron collider. We intend to use our expertise in machine learning and deep learning on this very large datasets. This project is collaborated with CERN (https://home.cern/).
Geo-spatial Data Analysis
This IUB funded projects primary goal is to create a standard dataset for Dhaka City that contains satellite images with manual labeling of different type of buildups. Then based on this dataset, we intend to create a deep learning model that will bale to automatically classify the type of build up each location has, if a satellite image is provided. The build up that is under consideration is: buildings, roads, fields, greenery, waterbody. The system should also be able to provide visual and quantifiable
Cold Atmospheric Plasma
This project utilizes and explores the potential use of machine learning techniques to predict the activities during an experiment of bacterial-cell inactivation using argon-plasma-jet. Our experiments have confirmed that argon-plasma-jet can be used for bacterial cell deformation or killing microorganisms. A targeted high-energy low-temperature argon-plasma-jet is projected on microorganisms and it completely destroys those organisms.
Recent News & Updates
About Us
Artificial Intelligence and Cybernetics (AGenCy) lab at the Independent University Bangladesh (IUB), was established in 2010 (previously known as Computer Vision and Cybernetics Research Lab), is dedicated to education and research in the theory and application of Artificial Intelligence and Cybernetics. This includes development of computational models for data representation, visualization & analysis using probabilistic machine learning, deep learning, and statistical Inference. These models are applied successfully in IoT & Robotics, HCI & Social Computing, Education, Agriculture, Cognitive Neuroscience, Visual & Auditory data analysis, Rehabilitation and Sports Technology, Bioinformatics, Biometrics, Bangla NLP, Particle & Astro-physical data analytics, and Environmental and Geospatial data analytics.
AGenCy Lab@IUB is a group composed of faculty, graduate and undergraduate students from the computer science and engineering, electrical engineering, physics, mathematics, economics, environmental science departments from IUB and other renowned universities from home and abroad. This is the only such lab in Bangladesh and we have received more than USD 300K in research funding from ICT Division of Bangladesh Government, IUB, and many other private initiatives.
Key People
Professor M. Ashraful Amin, PhD
Co-ordinatorDr. Amin is an active contributor to the field of machine learning. He received...
Amin Ahsan Ali, PhD
SupervisorDr. Amin Ahsan Ali is an Associate Professor in the Department of Computer Science...
A K M Mahbubur Rahman
SupervisorI have completed my PhD at CVPIA Lab, University of Memphis. Before joining in...
Sponsors
