Tanjim Mahmud, Nippon Datta, Rishita Chakma, Utpol Kanti Das et al.
Objectives: The agricultural sector in many South Asian countries, including Bangladesh and India, plays a pivotal role in the economy, with a significant portion of the population dependent on it for livelihood. However, farmers often encounter challenges such as unpredictable weather conditions, s...
Juel Sikder, Kamrul Islam Sarek, Utpol Kanti Das
The proposed system is designed for automatic detection and classification of fish diseases in freshwater es-pecially Rangamati Kaptai Lake and Sunamganj Hoar area of Bangladesh. Our experimental result is indicating that the proposed approach is significantly an accurate and automatic detection and...
Juel Sikder, Utpol Kanti Das, Rana Joyti Chakma
The segmentation, detection and extraction of the infected tumor from Magnetic Resonance Imaging (MRI) images are the key concerns for radiologists or clinical experts. But it is tedious and time consuming and its accuracy depends on their experience only. This paper suggest a new methodology segmen...
Juel Sikder, Utpol Kanti Das, Afsah Anwar
Juel Sikder, Rana Joyti Chakma, Utpol Kanti Das
Face detection applications currently can use machine learning and equations for better identification of human faces in an image or video. In several types of applications such as recognition of face application that is processing in method of biometric for checking the human’s validation which is ...
Rayhanuzzaman Rayhanuzzaman, Tanjim Mahmud, Utpol Kanti Das, Sultana Rokeya Naher et al.
Bangla Poems Genre Classification is crucial for understanding and preserving cultural heritage. In this paper, we employ both machine learning and deep learning approaches to classify Bangla poetry genres. Our study encompasses a range of models, including Multinomial Naive Bayes, Support Vector Ma...
Anichur Rahman, Dipanjali Kundu, Tanoy Debnath, Muaz Rahman et al.
ABSTRACT Artificial intelligence (AI) and explainable artificial intelligence (XAI) are advancing rapidly, with the potential to deliver significant benefits to modern society. The healthcare sector, in particular, has experienced transformative changes; overall, these technologies are helping to ad...
Utpol Kanti Das, Juel Sikder, Umme Salma, Afsah Anwar
Histopathology and MRI produce different types of images and a single procedure to detect cancerous cells from both of them is considered tedious and time-consuming. Therefore, this study proposes a strategy that can perform segmentation, classification and detection over numerous categories of canc...
Juel Sikder, Nippon Datta, Sajib Tripura, Utpol Kanti Das
Nowadays, it is a challenging task of recognizing the emotions, gender, and age of a person at the same time. Researchers are working hard to develop techniques and code to extract features from faces. Different types of architecture are already exploited using deep learning to get better outcomes. ...
Umme Sara, Utpol Kanti Das, Juel Sikder, Sudipta Roy Chowdhury
The uncontrolled growth of skin cells in the epidermis producing the creation of a mass termed a tumor is a dangerous condition known as skin cancer. Current developments in deep learning artificial intelligence have greatly improved image-based diagnosis. In this study, we included a Skin Lesion Ca...
Tahmina Akter, Tanjim Mahmud, Utpol Kanti Das, Prosenjit Chakraborty et al.
Heartbeat sound signal classification has been extensively researched in the field of medical signal processing, with various approaches proposed to address the challenges associated with accurate and efficient classification. The objective of this research is to develop an accurate and efficient he...
Juel Sikder, Prosenjit Chakraborty, Utpol Kanti Das, Krity Dhar
Abstract Bengali is the official language of Bangladesh and is widely used in Bangladesh and West Bengal in India. Due to the growing accessibility of the internet and smart devices, the use of digital text material and documents in Bengali is growing with time. An automated Bengali Sentence Validat...
Utpol Kanti Das, Juel Sikder, Nippon Datta, Prosenjit Chakraborty
The goal of this research is to detect, recognize and solve mathematical equations, especially Bangla handwritten equations using a deep learning-based model and JUBHEC (Juel & Utpol’s Bengali Handwritten Equation Converter) method. We are going to suggest a merged model (region-based Convolutional ...
Arpita Chakraborty, Utpol Kanti Das, Juel Sikder, Maisha Maimuna et al.
Utpol Kanti Das, R. Ani, Nippon Datta, Iftikharul Fahad et al.
Sentiment analysis of social media comments is essential for real-time comprehension of user input and public opinion. To facilitate finding relevant news and views on social networks, this study proposes a model that categorizes search results by classifying sentiments in social comments and news a...