Indic script family and its offline handwriting recognition for characters/digits and words: a comprehensive survey

S Singh, A Sharma, VK Chauhan - Artificial Intelligence Review, 2023 - Springer
Handwriting recognition has become an active area of research in pattern recognition and
machine learning in recent years. Handwriting recognition systems have a variety of …

Detection and classification of skin cancer by using a parallel CNN model

N Rezaoana, MS Hossain… - 2020 IEEE international …, 2020 - ieeexplore.ieee.org
Skin cancer is one of the most lethal of all cancers. When it is not diagnosed and handled at
the beginning, it is supposed to extend to other areas of the body. It also occurs while the …

Speech emotion recognition in neurological disorders using convolutional neural network

SN Zisad, MS Hossain, K Andersson - International conference on brain …, 2020 - Springer
Detecting emotions from the speech is one of the emergent research fields in the area of
human information processing. Expressing emotion is a very difficult task for a person with …

A conditional GAN-based approach for enhancing transfer learning performance in few-shot HCR tasks

N Elaraby, S Barakat, A Rezk - Scientific reports, 2022 - nature.com
Supervised learning with the restriction of a few existing training samples is called Few-Shot
Learning. FSL is a subarea that puts deep learning performance in a gap, as building robust …

A novel deep learning approach to predict air quality index

E Hossain, MAU Shariff, MS Hossain… - … Conference on Trends in …, 2020 - Springer
In accordance with the World Health Organization's instruction, the air quality in Bangladesh
is considered perilous. A productive and precise air quality index (AQI) is a must and one of …

An integrated CNN-RNN framework to assess road crack

TU Ahmed, MS Hossain, MJ Alam… - … on Computer and …, 2019 - ieeexplore.ieee.org
Road crack detection and road damage assessment are necessary to support driving safety
in a route network. Several unexpected incidents (eg road accidents) take place all over the …

Handwritten Recognition Techniques: A Comprehensive Review

HA Alhamad, M Shehab, MKY Shambour… - Symmetry, 2024 - mdpi.com
Given the prevalence of handwritten documents in human interactions, optical character
recognition (OCR) for documents holds immense practical value. OCR is a field that …

Analyzing sentiment of movie reviews in bangla by applying machine learning techniques

RR Chowdhury, MS Hossain, S Hossain… - … on bangla speech …, 2019 - ieeexplore.ieee.org
This paper proposes a process of sentiment analysis of movie reviews written in Bangla
language. This process can automate the analysis of audience's reaction towards a specific …

Deep learning approach to classify Parkinson's disease from MRI samples

N Basnin, N Nahar, FA Anika, MS Hossain… - … conference on brain …, 2021 - Springer
Perkinson's disease is a progressive degenerative disorder that comes from a recognized
clinical parkinsonian syndrome. The manifestations of Parkinson's disease include both …

Human gender detection from facial images using convolution neural network

TA Sumi, MS Hossain, RU Islam… - Applied Intelligence and …, 2021 - Springer
Human gender detection which is a part of facial recognition has received extensive
attention because of it's different kind of application. Previous research works on gender …