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Efficient image processing and machine learning approach for predicting retinal diseases
(Brac University, 2020-04)
As the computational technology and hadrware system improved over time, the use of neural
network in image processing has become more and more prominent. Soon deep learning also
caught the attention of the medical sector ...
An Analysis on Bengali handwritten conjunct character recognition and prediction
(Brac University, 2021-01)
In the very active field of handwriting recognition, a lot of research can be found in the detection of the handwriting of various languages, especially English. However, for languages like Bengali, while they hold some ...
Preventing national identity forgery in Bangladesh using IGA based security controls
(Brac University, 2022-09-28)
The rapid diffusion of the internet coupled with the vision of ”Digital Bangladesh”
has given rise to e-government services to improve the capability, accountability, and
accessibility of different e-government services ...
Enhancing object clarity in single channel night vision images using deep reinforcement learning
(Brac University, 2021-01)
There are a lot of novel approaches to image processing using Machine learning and classical image processing. But most of them take a huge dataset[like machine learning] or they are slow and inefficient[like plain image ...
Speech command classification based on deep neural networks
(Brac University, 2023-03)
In our day-to-day life there are lots of sounds that we are processing. To process
these sounds our brain absorb sound signals and provide us informative knowledge.
For human being this is not possible to extract every ...
Comparative analysis of cloud and fog environment based on network usage and cost of execution using Ifogsim
(BRAC University, 2021-06)
The number of IoT devices around the world is increasing exponentially with the
growth of technology. But the resources we have at hand may prove difficult to
accommodate all of them. To make efficient use of all the ...
Shohojogi: an automated Bengali voice chat system for the banking customer services
(Brac University, 2023-03)
As the name refers, this research aims to develop an automated voice chat system
in Bengali language for the banking system. The system enables clients to learn
about detailed information such as account opening queries, ...
Emotion analysis using machine learning model and deep learning model on DEAP dataset
(Brac University, 2021-10)
Emotion has a signi cant in
uence on how you think and interact with others. It
serves as a link between how you feel and the actions you take, or you could say it
in
uences your life decisions on occasion. Since the ...
Exploring attacks in the NFT gaming industry: A study of risks and mitigation strategies
(Brac University, 2023-01-23)
Exploring the decentralized concept of NFT games implemented on blockchain to
demonstrate possession of specific game elements, has enabled the integration of
blockchain features technology where the developer enables a ...
Deep learning based predictive analytics for decentralized content caching in hierarchical edge networks
(Brac University, 2022-01)
Content centric network is a state-of-the-art networking architecture for content
distribution and content caching. However, it is inefficient to cache every content
in each network device. The modern edge computing ...