no code implementations • 23 Jun 2021 • Talha Dilber, Mehmet Serdar Guzel, Erkan Bostanci
By using this method, the video data is processed as pixels and the result is produced as a video segment.
no code implementations • 12 Feb 2021 • Mustafa Zor, Erkan Bostanci, Mehmet Serdar Guzel, Erinc Karatas
Interpolation and internal painting are one of the basic approaches in image internal painting, which is used to eliminate undesirable parts that occur in digital images or to enhance faulty parts.
no code implementations • 29 Jan 2021 • Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Guzel
The aim of this study is to compare the performance of different machine learning algorithms in detecting Turkish messages containing cyberbullying.
Computers and Society
no code implementations • 29 Jan 2021 • Emre Cihan Ates, Erkan Bostanci, Mehmet Serdar Guzel
It is well known that social media has revolutionized communication.
Machine Translation Sentiment Analysis Computers and Society
no code implementations • 21 Jan 2021 • Ayşegül Yanık, Mehmet Serdar Güzel, Mertkan Yanık, Erkan Bostanci
This paper proposes a new machine learning based system for forest fire earlier detection in a low-cost and accurate manner.
no code implementations • 2 Apr 2018 • Abdullah Asim Yilmaz, Mehmet Serdar Guzel, Iman Askerbeyli, Erkan Bostanci
The purpose of this study is to successfully train our vehicle detector using R-CNN, Faster R-CNN deep learning methods on a sample vehicle data sets and to optimize the success rate of the trained detector by providing efficient results for vehicle detection by testing the trained vehicle detector on the test data.
no code implementations • 19 Mar 2018 • Ali Canberk Anar, Erkan Bostanci, Mehmet Serdar Guzel
A tractor parked at a parking lot was classified with the proximity of 12. 88%.
no code implementations • 20 Apr 2017 • Hamide Ozlem Dalgic, Erkan Bostanci, Mehmet Serdar Guzel
Genetic Algorithms are widely used in many different optimization problems including layout design.
no code implementations • 20 Apr 2017 • Erkan Bostanci, Nadia Kanwal, Betul Bostanci, Mehmet Serdar Guzel
This is mainly due to the image content which is affected by the scene, lighting and imaging conditions.
no code implementations • 19 Apr 2016 • Nadia Kanwal, Erkan Bostanci
The paper presents a comparative study of the performance of Back Propagation and Instance Based Learning Algorithm for classification tasks.
no code implementations • 10 Dec 2015 • Erkan Bostanci
It is shown with statistical tests on two datasets that the metric yields better coverage and this is also confirmed by an accuracy test on the computed homography for the original set and the newly selected set of features.
no code implementations • 10 Dec 2015 • Erkan Bostanci
Crime Scene Investigation (CSI) is a carefully planned systematic process with the purpose of acquiring physical evidences to shed light upon the physical reality of the crime and eventually detect the identity of the criminal.
no code implementations • 9 Dec 2015 • Erkan Bostanci, Betul Bostanci, Nadia Kanwal, Adrian F. Clark
A tracking system that will be used for Augmented Reality (AR) applications has two main requirements: accuracy and frame rate.
no code implementations • 8 Dec 2015 • Erkan Bostanci
Brute force matching of binary image feature descriptors is conventionally performed using the Hamming distance.