Now showing items 1-6 of 6
Optimized GPU implementation of JPEG 2000 for satellite image decompression
(Institute of Electrical and Electronics Engineers Inc., 2018-12-24)
JPEG 2000 is a powerful yet computationally complex image compression algorithm which is widely used in remote sensing applications. In this work, we focus on speeding-up the decompression algorithm by applying various GPU ...
Anomaly detection in vehicle traffic with image processing and machine learning
(Elsevier B.V., 2018)
Anomaly detection is an important part of an Intelligent Transportation System. In this study, image processing and machine learning techniques are used to detect anomalies in vehicle movements. These anomalies include ...
Satellite image band registration with Dynamic Time Warping and Discrete Wavelet Transform
(Institute of Electrical and Electronics Engineers Inc., 2018-07-05)
Due to the imperfect physical arrangement of camera sensors, spectral bands of ground observation satellite images are usually shifted relative to each other. In order to address this issue, we propose a computationally ...
Automated generation of attack graphs using NVD
(Association for Computing Machinery, Inc., 2018)
Today’s computer networks are prone to sophisticated multi-step, multi-host attacks. Common approaches of identifying vulnerabilities and analyzing the security of such networks with naive methods such as counting the ...
Load and PV Generation Forecast Based Cost Optimization for Nanogrids with PV and Battery
(Institute of Electrical and Electronics Engineers Inc., 2018-11-20)
Power system resiliency and robustness became major concerns of the system operators and researchers after the introduction of the smart grid concept. The improvements in the battery storage systems (BSS) and the photovoltaic ...
Classification of Turkish Documents Using Paragraph Vector
( Institute of Electrical and Electronics Engineers Inc., 2018)
Text processing and mining gained a lot of traction recently due to rising interest in integration of Natural Language Processing with data analytics algorithms, in particular Deep Learning Models. In this study, newspaper ...