Undergraduate Thesis
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Recent Submissions
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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 ... -
Object Detection and Localization Using Lightweight Convolutional Neural Networks for Low-Resolution Thermal Sensor Data
(IUB, 2026-04)Embedded monitoring systems that rely on RGB cameras raise well documented privacy concerns in sensitive spaces. Low-resolution thermal sensors offer an alternative: The Panasonic AMG8833 Grid-EYE outputs only an 8×8 ... -
JewelNet: A Custom CNN and Transfer Learning–Based Approach for Fine-Grained Jewelry Classification
(IUB, 2026-04)Fine-tuned jewelry image classification poses a considerable challenge to the computer vision application due to intraclass similarity, reflective metal material, complex background, and the absence of the corresponding ... -
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 ... -
Dual-Task Real-Time Low-Light Lane and Pothole Detection for Resource-Constrained Environments
(IUB, 2025)Lane detection and road hazard awareness are crucial for ensuring safety in autonomous driving and Advanced Driver-Assistance Systems (ADAS). These systems rely heavily on clear visual cues, which are often compromised in ... -
Enhancing Violence Detection: Comparative Analysis of Frame Difference and Conventional Methods Using the UCF Crime Dataset
(IUB, 2025-08)Violence is one of the biggest concerns in the world. It leads to big problems in both society and the economy. This is an important issue, according to both the World Health Organization and the Institute for Economics ... -
Ensemble Deep Learning for Retinal Disease Detection from Fundus Images: A Bilateral Ensemble Approach for Retinal Disease Classification
(IUB, 2025-12)Retinal diseases including Age-related Macular Degeneration (AMD), Diabetic Retinopathy (DR), Cataract, and Myopia, are among the most prevalent causes of irreversible vision loss worldwide. Early and accurate diagnosis ... -
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 ... -
Optimizing UAV Performance using ArUco Marker-Enabled Vision-based Precision Landing and Autonomous Charging
(IUB, 2024-12)Unmanned Aerial Vehicles (UAVs) have become indispensable in applications such as precision agriculture and environmental monitoring. Despite their potential, their widespread deployment is hindered by three critical ... -
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 ... -
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 ... -
An Undergraduate Project on Topic “Design and Development of a Low-cost Bangla Voice Interactive Children Educational Robot “TINY” for ASD Application”
(IUB, 2024-12)Autism Spectrum Disorder (ASD) presents challenges in areas such as communication, social interaction, and learning. To address these challenges, TINY has been developed as an interactive educational robot tailored to meet ... -
PACE: Python AI Companion for Enhanced Engagement
(IUB, 2024-11)This research introduces PACE (Python AI Companion for Enhanced Engagement), an AI-driven, interactive tutoring system designed to support Python programming students through personalized, responsive guidance. Addressing ... -
GorbhoShongi: a mHealth App for the Mental Well-being of Bangladeshi Pregnant and Postpartum Women
(IUB, 2024-12)Mental well-being during pregnancy and postpartum periods is significantly overlooked worldwide, especially in developing countries like Bangladesh. It is crucial to look after the mental health of pregnant and postpartum ... -
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 ... -
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 ... -
U flow-net: integration of flow estimation and kernel-based method in a modified u-net architecture for video frame interpolation
(IUB, 2025-01)architecture relies on the addition of flow estimation layers during the downsampling process, which allows relevant motion details to permeate into frame synthesis. This design, in conjunction with a progressive refinement ... -
Detection-guided kidney tumor segmentation in 3d from abdominal computed tomography images
(IUB, 2025-04)Kidney tumors are one of the predominant causes of kidney cancer, posing a significant threat to human health. Early detection plays a crucial role in improving treatment outcomes for patients. Radiology imaging techniques ... -
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 ... -
Designing HepCare App for Promoting Hepatitis Prevention and Awareness in Bangladesh Utilizing User-Centered Design Methodology
(IUB, 2025-05)Hepatitis remains a major public health concern in Bangladesh due to a lack of awareness, inadequate access to healthcare, and low vaccination rates. With an estimated 4–7% of the population infected with hepatitis B and ...
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