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Computer Vision

Discover more about our department, programs, and initiatives.

Research Area

Object Recognition
Object Tracking
Image Generation and Synthesis
Image and Video Processing
Medical Image Analysis
3D Reconstruction
Facial Recognition

Overview

This research cell enables machines to interpret visual information like humans, leveraging AI, deep learning, and image processing. Members develop algorithms extracting insights from images and videos, addressing lighting variability, occlusion, and complex scenes for applications in healthcare, autonomous systems, security, and entertainment.

Research Members

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Mr. Syed Ahsanul Kabir

Chairperson

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Ms. Shamima Akter

Assistant Professor

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Ms. Umme Habiba

Lecturer

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Ms. Fatema-Tuj-Johora

Lecturer

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Mr. Md. Atikuzzaman

Lecturer

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Mr. Md. Riad Hassan

Lecturer

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Ms. Jarin Tasnim Tonvi

Lecturer

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Mr. Sharifur Rahman

Lecturer

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Ms. Jannathul Moawa Hasi

Lecturer

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Ms. Mayeesha Farjana

Lecturer

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Publications

BdSL-Net: A Hybrid CNN-LSTM-Attention Framework for Real Time Bangla Sign Language Recognition

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Efficient Deep Learning-Based Semantic Segmentation for Autonomous Driving

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Delay and Cost Aware Adaptive Deployment and Migration of Service Function Chains in 5G

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Smart Agriculture System for Plant Disease Detection and Irrigation Management using Machine Learning and IoT

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A Comparative Analysis of Convolutional Neural Networks for Trash Classification

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Using RFID Technology for Efficiently Managing Blood Donation and Distribution Process in Blood Bank

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LDR Sensor based Line Follower Robot Incorporated by Robot Forwarding Algorithm

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A Comparative Analysis of Convolutional Neural Networks for Trash Classification

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A Belief Rule Based Expert System to Assess Meditation

IEEE

DOI: https://doi.org/10.1109/CSCI.2015.173

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A Belief Rule Based Expert System to Diagnose Influenza

IEEE

DOI: https://doi.org/10.1109/IFOST.2014.6991084

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A New Crossover Technique to Improve Genetic Algorithm and Its Application to TSP

IEEE

DOI: https://doi.org/10.1109/ECACE.2019.8679367

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Real Time Driver Drowsiness Monitoring System by Eye Tracking Using Mean Shift Algorithm

IEEE

DOI: https://doi.org/10.1109/ICAEE48663.2019.8975593

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Detection and Segmentation of Breast Tumour from MRI Images Using Image Processing Techniques

IEEE

DOI: https://doi.org/10.1109/ICCMC48092.2020.ICCMC-000134

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Genetic Algorithm with Updated Multipoint Crossover Technique and its Application to TSP

IEEE

DOI: https://doi.org/10.1109/TENSYMP50017.2020.9231017

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Local Binary Pattern with Neighborhood Relationship (LBPNR) –A novel approach for Texture Classification

IEEE

DOI: https://doi.org/10.1109/ICECIT54077.2021.9641229

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A novel technique to solve class imbalance problem

IEEE

DOI: https://doi.org/10.1109/ICISET54810.2022.9775866

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An Empirical Comparison among Supervised Learning Algorithms with Model Explainability

IEEE

DOI: https://doi.org/10.1109/ICCIT60459.2023.10441508

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A Novel Approach for Tomato Leaf Disease Detection and Classification Using Deep Learning

IEEE

DOI: https://doi.org/10.1109/MECON62796.2024.10776437

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Updated EfficientNet-BO Architecture - A Noble Approach for Tomato Leaf Disease Classification

IEEE

DOI: https://doi.org/10.1109/STI64222.2024.10951102

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AECNN-A: Augmented Enhanced Convolutional Neural Network with Attention Mechanism for Lightweight Plant Disease Classification

IEEE

DOI: https://doi.org/10.1109/STI69347.2025.11367509

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Vcard: An optimal, secured and centralized database solution to fulfill digital bangladesh dream

Springer

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Human activity recognition with semi-supervised generative adversarial network

IEEE

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Updated efficientnet-b0 architecture-a noble approach for tomato leaf disease classification

IEEE

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Hlgp: A modified local gradient pattern for image classification

IEEE

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Automatic medicinal plants classification using multi-channel modified local gradient pattern with svm classifier

IEEE

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Automatic recognition of guava leaf diseases using deep convolution neural network

IEEE

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Indigenous fish classification of bangladesh using hybrid features with svm classifier

IEEE

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IoT-Driven Intelligent Street Automation System: A Study Tailored for Bangladesh

Springer Nature Singapore

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Machine Learning-Based Prediction of COVID-19: A Robust Approach for Early Diagnosis and Treatment

Springer

DOI: https://doi.org/https://doi.org/10.1007/978-981-97-1923-5_16

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Enhanced Rice Disease Recognition Using Transfer Learning

Springer

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Binary-Class AI-Generated Content Detection Through Comprehensive Feature Engineering

Springer

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A real-time bangla local language recognition from voice

Springer Nature Singapore

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Enhancing low-resource bangla fake news detection through deep convolutional neural networks

Springer Nature Switzerland

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A New Chaotic-Based Analysis of Data Encryption and Decryption

Springer International Publishing

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A robust and efficient numeric approach for relational database watermarking

IEEE

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Detection of lung cancer from CT scan images using GLCM and SVM

IEEE

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Vehicle number plate detection and categorization using cnns

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“Human activity recognition system from different poses with cnn

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A comparative analysis of convolutional neural networks for trash classification

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Real-time computer vision-based bangla vehicle license plate recognition using contour analysis and prediction algorithm

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Uncertainty Driven Bottleneck Attention U-Net For Organ at Risk Segmentation

IEEE

DOI: https://doi.org/10.1109/ISBI56570.2024.10635587

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Automated Radiomics Based Clinically Significant Prostate Cancer (csPCa) Grade Classification from Biparametric MRI

IEEE

DOI: https://doi.org/10.1109/DICTA63115.2024.00073

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Enhancing Visibility for Autonomous Vehicle Object Detection in Dust or Sandstorm Conditions Using Dark Channel Prior and YOLOv9

DOI: https://doi.org/10.1109/STI64222.2024.10951081

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A Sign Language Recognition System for Helping Disabled People

IEEE

DOI: https://doi.org/10.1109/STI59863.2023.10465011

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An efficient dual-line decoder network with multi-scale convolutional attention for multi-organ segmentation

https://github.com/riadhassan/EDLDNet

DOI: https://doi.org/10.1016/j.bspc.2025.108611

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UDBRNet: A novel uncertainty driven boundary refined network for organ at risk segmentation

https://github.com/riadhassan/UDBRNet

DOI: https://doi.org/10.1371/journal.pone.0304771

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MobDenseNet: A hybrid deep learning model for brain tumor classification using MRI

DOI: https://doi.org/10.1016/j.array.2025.100413

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Eye Tracking, Saliency Modeling and Human Feedback Descriptor Driven Robust Region-of-Interest Determination Technique

DOI: https://doi.org/10.1109/ACCESS.2022.3206045

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An IoT Based Water Quality Testing Device: An Approach to Modelling a Geographical Map Based on Water Quality Data and Decision Support System

DOI: https://doi.org/10.30534/ijatcse/2021/851022021

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Enhancing Real-Time Converter for Bangla Sign Language with the Integration of Dynamic Words

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Enhancing Travel Recommendation Using Collaborative Filtering and Hybrid Data-Driven Architecture

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BdSL-Net: A Hybrid CNN-LSTM-Attention Framework for Real Time Bangla Sign Language Recognition

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Efficient Deep Learning-Based Semantic Segmentation for Autonomous Driving

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Cross-Domain Handwritten Numeral Synthesis: Hybrid WGAN-GP with Shared Latent Space

IEEEXplore

DOI: https://doi.org/10.1109/QPAIN66474.2025.11172216

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“Benchmarking GAN-Based Data Augmentation: An OCR-Driven Study on Handwritten Digit Recognition

IEEEXplore

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Potato Disease Detection Using Convolutional Neural Network: A Web Based Solution

Springer, Cham

DOI: https://doi.org/: https://doi.org/10.1007/978-3-031-34619-4_4

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"Acoustic Recognition of Marine Mammals Using Deep Learning Approaches"

IEEEXplore

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“Rescue Vision: A Comprehensive Video Dataset For Real- Time Flood Survivor Detection With YOLOV8”

IEEEXplore

DOI: https://doi.org/10.1109/QPAIN66474.2025.11172141;

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"Accurate Detection of Fake Job Posts Using Ensemble Machine Learning and Explainable AI"

Springer (Taylor & Franchis)

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Explainable Multi-Modal Ensemble Learning for Flood Prediction from SAR and Optical Satellite Imagery

IEEEXplore

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Gender Abusive Bengali Text Classification using Enhanced CNN-LSTM Model with Bangla BERT Base Processing

IEEE Explorer

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Analyzing Audience Engagement in Esports: Sentiment and LLM based Topic Insights from Live Chats in South Asia

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Enhancing Satellite Image Classification in Remote Sensing Applications Utilizing Deep Convolution Neural Networks

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Classifying Fake News with a Large-Scale Dataset using Machine Learning Approaches

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Gender-Abusive Language Detection in Bengali Using Machine Learning Algorithms

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Gender-Abusive Language Detection in Bengali Using Machine Learning Algorithms.

Springer

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