Browsing Undergraduate Thesis by Title
Now showing items 1-20 of 67
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Advancing Bengali Dialect Identification (DiD) Through The BengDiDa Dataset & Dialect Classification
(IUB, 2025-05)Dialect Identification (DID) is necessary for recognizing linguistic diversity alongside improving speech technologies, especially for Bengali dialects which are considerably diverse in nature due to influence inflicted ... -
Anomaly Detection in Petroleum Production Wells Using Machine Learning: A Comparative Study on the Petrobras 3W Dataset
(IUB, 2026-04)Anomaly detection in offshore oil production systems is a safety-critical task, with un-detected faults contributing directly to equipment failures, environmental incidents, and significant production losses. Machine ... -
Automated segmentation of wisdom teeth (m3): an analytical study of model performance & metric variability
(Independent University, Bangladesh (IUB), 2026-08-22)Segmentation of wisdom teeth (M3) from panoramic dental radiographs plays a critical role in dental diagnosis, treatment planning, and surgical decision-making. However, manual segmentation is time-consuming, relies heavily ... -
A Baseline Analysis of Cross-Modal Liver Tumor Segmentation and the Role of Frozen Encoder
(IUB, 2026-04)Accurate liver tumor segmentation is critical for surgical planning, volumetry, and treatment monitoring across diverse liver pathologies and clinical applications. Both Computed tomography (CT) and Magnetic resonance ... -
Benchmarking CNN architectures using transfer learning for Lipomatous tumor classification: a comprehensive study
(Independent University, Bangladesh (IUB), 2026-08)This study evaluates five pre-trained CNN architectures—ResNet50, DenseNet121, EfficientNetB3, InceptionV3, and MobileNetV2—for distinguishing benign lipoma from well-differentiated liposarcoma (WDLPS) using T1-weighted ... -
BILI: A Domain-Specific Reception Assistant Robot for Bilingual and Regional Language Interaction in Bangladesh
(Independent University, Bangladesh, 2025-08-20)This project addresses digital inequality and linguistic exclusion in Bangladeshi academic environments by developing a Bilingual University Assistant Robot (BILI) and a supporting speech dataset named BRADS. Although ... -
Blockchain based Voluntary Carbon Market for Bangladesh
(IUB, 2025-04)Bangladesh is identified among the countries most vulnerable to climate change, facing significant environmental threats, including deforestation, rising carbon emissions, and severe climate impacts. Despite the critical ... -
Blockchain-Based Intrusion Detection Systems (IDS) using Decentralized Threat Intelligence Sharing
(IUB, 2023-01)This paper presents a theoretical analysis of a blockchain-based Intrusion Detection System (IDS) designed to improve cybersecurity through decentralized threat intelligence sharing. The proposed IDS framework integrates ... -
Breast cancer detection using hybrid convolutional neural network
(Independent University, Bangladesh (IUB), 2026-08)This thesis evaluates frozen-backbone transfer learning for automated Normal-versus-Disease triage in Digital Breast Tomosynthesis (DBT). Using the BCS-DBT dataset, 17 architectures were tested with different slice-window ... -
Comparative analysis of deep learning encoders for binary glioblastoma segmentation on post-treatment MRI
(Independent University, Bangladesh (IUB), 2026-08)This study evaluates six encoder backbones within the U-Net architecture for automated whole-tumor segmentation of post-treatment glioblastoma (GBM) using T1-weighted MRI images from the UCSD-PTGBM dataset. The models were ... -
Comparative Analysis of Deep Learning Models for Intracerebral Hemorrhage Detection from Computed Tomography
(IUB, 2024-12)Intracerebral hemorrhage (ICH) is a serious medical condition caused by bleeding within the brain tissue, which can lead to life-threatening complications if not diagnosed quickly. This study compares the performance of ... -
Comparative Analysis of Sensor Fusion Techniques for Odometry Estimation in a Four-Wheeled Holonomic Drive Robot Using Wheel Encoders and IMU
(IUB, 2026-04)This thesis presents a comparative study of odometry and localization methods for a four-wheeled holonomic robot using wheel encoders and a BNO055 IMU. Three localization tiers were developed and evaluated: open-loop motion ... -
Cost Effective IoT-Based Smart System for Avoidance of Obstacle and Intruder Detection
(IUB, 2024-12)This study introduces a cost-effective integrated system that significantly enhances the safety and security of autonomous vehicles by merging obstacle avoidance and intrusion detection functionalities through Internet of ... -
Cross-lingual multimodal mathematical reasoning: benchmarking frontier models in Bengali
(Independent University, Bangladesh (IUB), 2026-08)This thesis introduces the Bangladesh Mathematical Olympiad (BdMO 2022–2024, 2026) benchmark, containing 1,336 mathematical problems, including 201 image-based problems, to evaluate the mathematical and visual reasoning ... -
A Cross-Modal Benchmark of Deep Learning Encoders for Automated Liver Segmentation
(IUB, 2025-12)Many clinical processes, including the scheduling of liver transplants, volumetry, and management of chronic diseases, including cirrhosis and fibrosis, rely on accurate segmentation of the liver. These critical clinical ... -
Deep Learning Framework for Automated Lung and Pulmonary Nodule Segmentation in Thoracic CT Scans
(IUB, 2026-04)This thesis presents a deep learning framework for automated segmentation of bilateral lungs and pulmonary nodules from CT scans to support early lung cancer detection. A U-Net model with a ResNet-18 backbone was developed ... -
Deep Learning on Dental RGB and OPG Images for Public Health and Clinical Decision Support
(Independent University, Bangladesh, 2025-12)The rapidly increasing rates of unrecognized dental issues, along with the ongoing barriers to timely dental health monitoring, have raised the need for the creation of Machine Learning (ML) based dental systems that are ... -
Deep learning-based classification of leukoplakia and OSCC using histopathological images: a performance evaluation study
(Independent University, Bangladesh (IUB), 2026-08)This thesis investigates the use of deep learning for histopathological classification of Oral Leukoplakia and Oral Squamous Cell Carcinoma (OSCC), two oral lesions that can be difficult to distinguish due to similar ... -
Deep Learning-Based Stenosis Segmentation in X-ray Angiography: Vision Transformers vs. CNNs
(IUB, 2025-12)This thesis compares ten deep learning models for automated stenosis segmentation in X-ray coronary angiography (XCA) images to support coronary artery disease (CAD) diagnosis. The study evaluates both Transformer-based ... -
Design and Development of mHealth App for Healthcare Professionals’ Stress Management in Bangladesh
(IUB, 2024-12)Healthcare professionals (HCPs) in lower- and middle-income countries (LMICs) like Bangladesh often face high levels of workplace stress, which can negatively impact their mental well-being. However, despite its ...
