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A Comparative study on Bengali handwritten character recognition and prediction using CNN
(Brac University, 2021-01)
The transcription Bengali text to digital text is neither very efficient nor accurate. This proves to be a problem because most official work in Bangladesh is traditionally done in Bengali, on pen and paper hardcopy documents, ...
A novel approach for digital image watermarking
(BRAC University, 2016-08)
In this paper, a novel adaptive digital image watermarking model based on modified Fuzzy C-means clustering is proposed. For watermark embedding process, we used Discrete Wavelet Transform (DWT). A segmentation technique ...
Blurring of inappropriate scenes in a video using image processing
(Brac University, 2018-10)
Inappropriate scenes such as bloody scenes, nudity, gore, drugs, weapons etc. are considered
inappropriate especially in a developing Muslim country like Bangladesh. In our country,
such scenes are very discouraged for ...
Image processing based human detection and social distancing measurements with monitoring via fine tuned deep learning and computer vision
(Brac University, 2022-05)
The COVID-19 pandemic has significantly affected day to day lifestyle all over the
planet by disequilibrating social order. It moreover added anxiety about the capability
of the world’s democracies to cope with the vital ...
Bengali hand sign language recognition using convolutional neural networks
(BRAC University, 2019-04)
Throughout the world the number of deaf and mute population is rising ever so
increasingly. In particular Bangladesh has around 2.6 million individuals who aren't
able to communicate with society using spoken language. ...
Early detection of parkinson’s disease using image processing and artificial neural network
(BRAC University, 2018-04)
Early detection of Parkinson‟s Disease (PD) is very crucial for effective management and treatment of the disease. Dopaminergic images such as Single Photon Emission Tomography (SPECT) using 123I-Ioflupane can substantially ...
An efficient way to convert 1D signal to 2D digital image using energy values
(BRAC University, 2018-04)
Image processing and feature extraction techniques are mandatory for any image based application. Basically, major goals of texture research in computer vision are to understand, model and process texture and ultimately ...
Monitoring of endangered fish using image processing and AI tools
(Brac University, 2018-12)
Marine life constitutes half of earth’s total biodiversity. But preservation and monitoring
of them efficiently face setbacks largely due to technological limitations and economic
reasons. Technological challenges include ...
Unmasking malignancy of lung nodule using a modernized ConvNet toward the design of a vision transformer
(Brac University, 2022-05)
One of the most devastating cancers in the world is lung cancer. It is estimated
that nearly a third of the world’s cancer fatalities are due to lung cancer. Diagnosis
and treatment of primary and metastatic cancers ...
Computer vision-based Bengali sign language to text generation
(Brac University, 2022-01)
In the whole world, around 7% of people have hearing and speech impairment problems.
They use sign language as their communication method. People from various
countries use a variety of sign languages. As an example, ...