Başlık için Elektrik ve Bilgisayar Mühendisliği Ana Bilim Dalı Tez Koleksiyonu listeleme
Toplam kayıt 61, listelenen: 28-47
-
Early detection of forest fire from video utilizing temporal information
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Forest fires are considered as the major threats to lives, properties and to the integrity of the ecosystem around the world. In most cases, the fire damage can be reduced, when the initial signs of the fire are detected ... -
Early prognosis of breast cancer using image processing and machine learning
(Abdullah Gül Üniversitesi, 2018)Among females, leading cause of cancer death and the most common cancer type is breast cancer. Early detection is vital because it reduces the mortality rate. Digital mammography is a widespread medical imaging technique ... -
ENERGY HARVESTING WIRELESS MULTIMEDIA SENSOR NETWORKS IN INDUSTRIAL ENVIRONMENTS
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2020)Providing energy efficient and reliable communication for Industrial Wireless Sensor Networks (IWSNs) is of great significance when considering the harsh channel characteristics of industrial environment. However, ... -
Fabrication and novel applications of light-absorbing optoelectronic devices
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Fabrication of optoelectronic devices relies on expensive, energy-consuming conventional tools including chemical vapor deposition, lithography, and metal evaporation. Developing an alternative technology would contribute ... -
Graph theory based traffic light management
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Traffic congestion and delays caused in traffic light intersections can adversely affect countries in terms of money, time, and air pollution. With the advancement of computational power as well as artificial intelligent ... -
Histopathology image classification: highlighting the gap between manual analysis and AI automation
(FRONTIERS MEDIA SA, 2023)The field of histopathological image analysis has evolved significantly with the advent of digital pathology, leading to the development of automated models capable of classifying tissues and structures within diverse ... -
Image processing based analysis and quantification of micro biomaterials and cells for biochip
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2023)Quantification of tumor cells is essential for early cancer detection and progression tracking. Multiple techniques have been devised to detect tumor cells. In addition to conventional laboratory instruments, several ... -
Image processing based measurement system for quantification of the target leukemia cells
(Abdullah Gül Üniversitesi, 2019)Acute Lymphocyte Leukemia (ALL) is the most common type of cancer diagnosed in childhood. The progress of this cancer is quite fast, so time is crucial for the treatment. There are some treatments for patients such as drug ... -
Improving sensitivity biosensors by using micro/nano magnetic particles
(Abdullah Gül Üniversitesi, 2016)Currently micro/nanoparticles such as magnetic beads are not only used as labels to acquire signals from biosensors but they are also used to enhance the signals obtained from various biosensors. Magnetic beads or target ... -
Improving short –term memory performance using alpha band neurofeedback
(Abdullah Gül Üniversitesi, 2018)Age-related memory degradation is a serious problem for individuals and there is no known satisfying medical treatment of memory disorders such as Alzheimer. Recent advances in BCI technology enable us to measure brain ... -
Low dose CT imaging for cancer diagnosis and therapy
(Abdullah Gül Üniversitesi, 2018)Cancer is a common disease among human population and second leading cause of death. It is well known that diagnosing cancer at early stages is very critical for increasing success of therapy. There have been different ... -
Machine and deep learning based analysis of tumors on FDG-PET images
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)Analysis of a tumor is essential in treatment planning and evaluation of treatment response. Positron Emission Tomography (PET) is a vital imaging device for clinical oncology in understanding the metabolic structure of ... -
MACHINE LEARNING BASED INTEGRATION OF miRNA AND mRNA PROFILES COMBINED WITH FEATURE GROUPING AND RANKING
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2021)It is very important to understand the development and progression mechanisms of the diseases at the molecular level. Revealing the functional mechanisms that cause the disease not only contributes to the molecular ... -
MINING COLONOSCOPY IMAGES FOR ABNORMALITY DETECTION
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2020)Detection of colon abnormalities is one of the most challenging tasks for gastroenterologists. However, the frames or videos obtained during the procedure are exposed to significant amount of unwanted artifacts such as ... -
Molecular recognition of protein-ligand complexes via convolutional neural networks
(Abdullah Gül Üniversitesi Fen Bilimleri Enstitüsü, 2022)As a sub-discipline of Artificial Intelligence, deep neural networks have received enormous interest in research and industrial applications over the last decades owing to their highly successful performance in addressing ... -
Nighttime fire detection from video
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2022)With the recent advancements in the field of Computer Vision, the central tasks such as object detection, segmentation or object tracking methods attain all-time high accuracies in natural image sets such as ImageNet, COCO, ... -
NON-SMALL CELL LUNG CANCER TUMOR CHARACTERISATION USING DEEP LEARNING
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2021)Non-small cell lung cancer (NSCLC) constitutes the vast majority of lung cancers and has two major subtypes, adenocarcinoma (ADC) and squamous cell carcinoma (SqCC). Generally, these two subtypes are distinguished from ... -
OPTIMIZING CLASSIFIERS FOR PROTEIN SECONDARY STRUCTURE PREDICTION
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2017)Protein secondary structure prediction is important for understanding protein structure and function. PSSP can be seen as a bridge between amino acid sequence and 3D structure of a protein. Many methods have been performed ... -
PERFORMANCE ANALYSIS OF UNDERWATER COMMUNICATION WITH DIFFERENT MODULATION TECHNIQUES
(Abdullah Gül Üniversitesi, Fen Bilimleri Enstitüsü, 2017)There is an increasing interest in using Underwater Acoustic Sensor Networks (UASNs) for various oceanographic applications, such as pollution monitoring, seismic monitoring, environmental data collection, offshore ... -
PERFORMANCE EVALUATIONS OF SINGLE MODE OPTICAL RECEIVER FOR DEGRADED VISUAL FIELD AND PHOTONIC LANTERN BASED COHERENT DETECTION
(Abdullah Gül Üniversitesi, 2016)Imaging at degraded visual environments is one of the biggest challenges in today’s imaging technologies. Especially military and commercial rotary wing aviation is suffering from impaired visual field in sandy, dusty, ...