The "Image Processing & Machine Learning" research portfolio develops intelligent visual analysis solutions using AI for applications like medical imaging, computer vision, and surveillance.

Research Members

Prof. Dr. ASM Shihavuddin

Professor

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Mr. Shahriar Mahmud Kabir

Assistant Professor

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Mst Umme Habiba

Lecturer

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Ms. Shahela Akter

Lecturer

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Mr. Satirtha Paul Shyam

Lecturer

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Mr. Abdullah Al Oafi Himon

Lecturer, Lab Courses

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Publications

Exploring CMOS Technology Impact on Static Random Access Memory (SRAM): A Performance Assessment

DOI: https://doi.org/https://doi.org/10.1109/ECCE64574.2025.11013917

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Hybrid AI Classification Techniques for Multi-Class Leukemia Sub-Types Classification with Bone Marrow Cells

DOI: https://doi.org/https://doi.org/10.1109/STI64222.2024.10951147

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Microgrid Dynamics Control: GA-Optimized LQR vs. ILQR Controller Comparison

DOI: https://doi.org/https://doi.org/10.1109/PEEIACON63629.2024.10800355

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Advancing Communication Systems: A Novel Low-Power ADC Design in 45nm CMOS Technology

DOI: https://doi.org/https://doi.org/10.1109/PEEIACON63629.2024.10800457

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Experimental Analysis of the Old Solar Module Performance Degradation under Outdoor Weather Conditions in Bangladesh: A Visual and Electrical Investigation

DOI: https://doi.org/https://doi.org/10.1109/PEEIACON63629.2024.10800401

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GlioSeg 3D: Advancing Glioma Brain Tumor Classification & Segmentation with 3D MRI Data

DOI: https://doi.org/https://doi.org/10.1109/PEEIACON63629.2024.10800098

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Microcontroller Based Pack to Cell Active Cell Balancing for Battery Management System (BMS) Using Dc-Dc Fly-Back Converter

DOI: https://doi.org/https://doi.org/10.1109/ICEEICT62016.2024.10534326

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A New Self-Balancing Five-Level Switch Capacitor Inverter for Standalone Applications

DOI: https://doi.org/https://doi.org/10.1109/ICPS60393.2023.10428717

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Performance Improvement of Single-Phase Inverter Topology by Using Modified Triangular Carrier Signal

DOI: https://doi.org/https://doi.org/10.1109/ICPS60393.2023.10428692

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Performance Analysis of a Solar Panel Cleaning Autonomous Robot (SPCR) with comparative study

DOI: https://doi.org/10.1109/ICCIT60459.2023.10440987

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Person Adapted Emotion Recognition using Deep Learning

DOI: https://doi.org/10.1109/ICCIT60459.2023.10441435

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Comparative Analysis of PV Simulation Software by Analytic Hierarchy Process

DOI: https://doi.org/https://doi.org/10.1109/ICPS60393.2023.10428818

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Empowering Sustainability: Viability Analysis of a Floating Photovoltaic System at Gulshan Lake

DOI: https://doi.org/https://doi.org/10.1109/STI59863.2023.10464505

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Harnessing Waterbodies in Dhaka: Exploring the Feasibility of Floating Solar PV to Alleviate the Energy Crisis in Bangladesh

DOI: https://doi.org/https://doi.org/10.1109/STI59863.2023.10464785

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Deep Learning Assisted Anomaly Detection Support System of Solar Power Plant with Infrared Imagery

DOI: https://doi.org/https://doi.org/10.1109/STI59863.2023.10464720

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Smart Seed Selection Using Inverse Ridge Response for Region Growing Segmentation

DOI: https://doi.org/https://doi.org/10.1109/STI59863.2023.10465072

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mTOR controls ependymal cell differentiation by targeting the alternative cell cycle and centrosomal proteins

https://link.springer.com/article/10.1038/s44319-025-00460-2

DOI: https://doi.org/https://doi.org/10.1038/s44319-025-00460-2

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High-Performance Bootstrapped Sample & Hold Circuit for ADCs: Achieving Low Power and Enhanced SNR/SNDR in 45nm CMOS Technology

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Optimizing hybrid renewable energy based automated railway level crossing in Bangladesh: Techno-economic, emission and sensitivity analysis

https://www.sciencedirect.com/science/article/pii/S2590174524002228

DOI: https://doi.org/https://doi.org/10.1016/j.ecmx.2024.100744

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Optimizing photovoltaic arrays: A tested dataset of newly manufactured PV modules for data-driven analysis and algorithm development

https://www.sciencedirect.com/science/article/pii/S2352340924004517

DOI: https://doi.org/https://doi.org/10.1016/j.dib.2024.110482

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A Bio-Inspired Method for Investigating and Boosting the Performance of Deep Neural Networks

https://www.sciencedirect.com/science/article/pii/S2590123026000642

DOI: https://doi.org/https://doi.org/10.1016/j.rineng.2026.109021

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Optimizing energy solutions: A techno-economic analysis of solar-wind hybrid power generation in the coastal regions of Bangladesh

https://www.sciencedirect.com/science/article/pii/S2590174524000837

DOI: https://doi.org/https://doi.org/10.1016/j.ecmx.2024.100605

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Comparative evaluation of memristor-based compact 4T2M SRAM with different memristor models

https://www.tandfonline.com/doi/abs/10.1080/21681724.2023.2210295

DOI: https://doi.org/https://www.tandfonline.com/doi/abs/10.1080/21681724.2023.2210295

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Integrating PV-based energy production utilizing the existing infrastructure of MRT-6 at Dhaka, Bangladesh

https://www.cell.com/heliyon/fulltext/S2405-8440(24)00109-9

DOI: https://doi.org/https://doi.org/10.1016/j.heliyon.2024.e24078

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Kahoot A Game-Based Learning Tool in Online Class for Effective Engagement and Formative Assessment

https://siteadmin.green.edu.bd/uploads/documents/journal-article/2_1715914698_article-document.pdf

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Artificial intelligence approaches for advanced battery management system in electric vehicle applications: A statistical analysis towards future research opportunities

https://www.mdpi.com/2624-8921/6/1/2

DOI: https://doi.org/https://doi.org/10.3390/vehicles6010002

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A 48-class handwritten dataset for the endangered chakma language

https://www.sciencedirect.com/science/article/pii/S2352340926003495

DOI: https://doi.org/A 48-class handwritten dataset for the endangered chakma language

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Speckle Noise Modeling Using the Bessel K-Form PDF

IEEE

DOI: https://doi.org/10.1109/ICECE.2012.6471537

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Speckle Noise Modeling in the Dual-Tree Complex Wavelet Domain

IEEE

DOI: https://doi.org/10.1109/ICIEV.2013.6572723

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Speckle Noise Modeling in the Contourlet Transform Domain

IEEE

DOI: https://doi.org/10.1109/EICT.2014.6777824

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Classification of Breast Tumour in Contourlet Transform Domain

IEEE

DOI: https://doi.org/10.1109/ICECE.2018.8636769

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Parametric Image-based Breast Tumor Classification Using Convolutional Neural Network in the Contourlet Transform Domain

IEEE

DOI: https://doi.org/10.1109/ICECE51571.2020.9393091

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Determination of Initial Projectile Velocity in the Presence of Static Fields Using Deep Actor Critic Method

IEEE

DOI: https://doi.org/10.1109/ICECE51571.2020.9393103

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Cascaded 3-Stage Nuclei Segmentation Using U-net, Faster-RCNN and SegNet for Higher Precision

IEEE

DOI: https://doi.org/10.1109/STI53101.2021.9732598

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Contourlet Transformed Nakagami Image-based Breast Tumor Classification Using Deep CNN

IEEE

DOI: https://doi.org/10.1109/STI56238.2022.10103332

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Curvelet Transformed NIG Image-based Breast Tumor Classification Using Deep Learning

IEEE

DOI: https://doi.org/10.1109/STI56238.2022.10103282

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Vowel Recognition for Isolated Digit Using Wavelet Transform at Decomposition Level 3

IEEE

DOI: https://doi.org/10.1109/STI56238.2022.10103316

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A Quick Review of Non-isolated Bidirectional Converters as EV Chargers

IEEE

DOI: https://doi.org/10.1109/STI56238.2022.10103343

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RiIG Modeled Curvelet Coefficient Image-based Breast Tumor Classification Using deep CNN

IEEE

DOI: https://doi.org/10.1109/ICECE57408.2022.10088846

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Classification Performance of Breast Tumors Using Deep Learning by a Reflected Pixel-Based Augmentation Method

IEEE

DOI: https://doi.org/10.1109/WIECON-ECE57977.2022.10151314

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RM-CC Image-based Breast Tumor Classification Using Vision Transformer

IEEE

DOI: https://doi.org/10.1109/STI59863.2023.10464495

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Nakagami Weighted Parametric Image-based Segmentation of Microscopy Images using U-Net

IEEE

DOI: https://doi.org/10.1109/STI59863.2023.10464547

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RiIG-WCP Image-based Breast Tumors Classification Using Swin Transformer

IEEE

DOI: https://doi.org/10.1109/ICCIT60459.2023.10440979

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Assessing Input-Side Current Distortion Caused by LED-Based AC Loads: An Experimental Investigation

IEEE

DOI: https://doi.org/10.1109/ICPS60393.2023.10428817

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Enhancing DAC Precision with INL and DNL Reduction via Memristor-Integrated Design

IEEE

DOI: https://doi.org/10.1109/ICEEICT62016.2024.10534546

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FPA-Based Weighted Ensemble of Vision Transformer Models for Lung Cancer Classification Using Chest CT Scan Images

IEEE

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Integrated Techno-Economic Analysis of PV-Biogas Hybrid Systems for Sustainable Rural Electrification

IEEE

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Adaptive Duty Cycle Calculation for SEPIC Converter Using Bisection Method Under Fluctuating Solar Input Conditions

IEEE

DOI:

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CWC-MP-MC Image-based breast tumor classification using an optimized Vision Transformer (ViT)

https://doi.org/10.1016/j.bspc.2024.106941

DOI: https://doi.org/10.1016/j.bspc.2024.106941

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https://www.mdpi.com/2075-4418/13/1/69

DOI: https://doi.org/10.3390/diagnostics13010069

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RiIG Modeled WCP Image-Based CNN Architecture and Feature-Based Approach in Breast Tumor Classification from B-Mode Ultrasound

https://www.mdpi.com/2076-3417/11/24/12138

DOI: https://doi.org/10.3390/APP112412138

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An Electronic Economic Controller for automatically adjusting the intensity of Solar-Powered LED Street Lightning Systems in rural areas

https://www.banglajol.info/index.php/GUBJSE/article/view/74885

DOI: https://doi.org/10.3329/gubjse.v9i1.74885

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Modeling of Log-Transformed Speckle Noise in the Contourlet Transform Domain for Medical Ultrasound Images

http://dx.doi.org/10.1142/S0218126615400046

DOI: https://doi.org/10.1142/S0218126615400046

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Statistical Model-Based Breast Tumor Classification in Contourlet Transform Domain

https://www.banglajol.info/index.php/GUBJSE/article/view/54014

DOI: https://doi.org/10.3329/gubjse.v7i0.54014

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Auto Segmentation of Breast Tumor in B-Mode Ultrasound Analysis

https://www.banglajol.info/index.php/GUBJSE/article/view/47903

DOI: https://doi.org/10.3329/gubjse.v5i1.47903

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Vowel Recognition for Isolated Digits Using Wavelet Transform at Decomposition Level-1: A Feasibility Study

https://www.researchgate.net/publication/285590036_VOWEL_RECOGNITION_FOR_ISOLATED_DIGITS_USING_WAVELET_TRANSFORM_AT_DECOMPOSITION_LEVEL-1_A_FEASIBILITY_STUDY

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Speckle Noise Modeling in The Digital Curvelet Transform Domain

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A Sustainable IoT-Based Atmospheric Water Generator for Portable Clean Water Harvesting

IEEE Xplore

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Circular PCF SPR Sensor Design with External Sensing and Extended RI Range

IEEE Xplore

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