Computer Science and Engineering: Recent submissions
Now showing items 21-40 of 287
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Drought-Sensitive Machine Learning for Robust Water Level Forecasting in the Chitra and Nabaganga River Basins
(IUB, 2026-04)Accurate water-level forecasting plays a crucial role in proper water resource management, flood control and agricultural planning especially in climate sensitive areas like Bangladesh. Nonlinear interactions and dynamic ... -
SHUCHOK: Early Identification of ADHD in Bangladeshi Children Using Machine Learning Models and a Questionnaire-Based App Interface
(IUB, 2026-04)The study focuses on attention deficit hyperactivity disorder that is underdiagnosed in Bangladeshi children, a critical public health concern. Due to the lack of awareness, high levels of social stigma and a severe ... -
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 ... -
Machine vision-based pepper breed classification Using yolov10 and transfer learning models
(IUB, 2026-04)This study presents a deep learning–based framework for classifying ten varieties of peppers commonly grown in Bangladesh, including capsicum, local chili, Shimla, and Bombay chili. A balanced dataset of 1,000 images was ... -
Machine Vision–Based Classification of Rare Fruits in Bangladesh Using Transfer Learning and Custom CNN Models
(IUB, 2026-04)This study presents a deep learning framework for recognizing six rare Bangladeshi fruits using image classification. A dataset of 1,800 real-world images was created, and a lightweight Custom CNN was compared with ... -
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 ... -
The Hidden Complexity of Mental Health: Multi-Entropy Analysis of Response Patterns in Depression Severity Assessment
(IUB, 2026-04)This study proposes an entropy-based framework for depression severity assessment using PHQ-9 responses. Instead of relying only on total questionnaire scores, the system analyzes response patterns using information-theoretic ... -
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 ... -
OptiHealth: An AI-Driven Health Management System with Multi-Modal Analysis and Personalized Recommendations
(IUB, 2026-04)This thesis presents three interconnected AI systems designed to improve medical image analysis and patient support. First, CXR-Adaptive enhances chest X-ray disease detection using YOLOv12 with adaptive augmentation ... -
Machine-Vision-Based Bangladeshi Geographical Indication (GI) Dessert Recognition
(IUB, 2026-04-25)Geographical Indication (GI) certification preserves products whose identity and value are linked to their geographical origin. Despite the cultural and economic importance of Bangladeshi GI-certified desserts, no benchmark ... -
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 ... -
TinyML for Environmental Intelligence: Optimizing Tree-Based Ensembles for Real-Time, On-Device IAQ Forecasting
(Independent University, Bangladesh, 2025-12-14) -
Design and Development of IoT-Integrated Medical Devices for Real-Time Clinical Monitoring
(Independent University, Bangladesh, 2025-12)Reliable and affordable clinical monitoring remains a major challenge in low- and middle-income countries, where hospitals often face shortages of equipment, unstable power, and fragmented digital infrastructures. This ... -
Dual-Task Real-Time Low-Light Lane and Pothole Detection for Resource-Constrained Environments
(2026-01-04)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 ...
