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

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

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

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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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