Search Results for author: Mehmet Serdar Guzel

Found 10 papers, 0 papers with code

Evaluation of YOLO Models with Sliced Inference for Small Object Detection

no code implementations9 Mar 2022 Muhammed Can Keles, Batuhan Salmanoglu, Mehmet Serdar Guzel, Baran Gursoy, Gazi Erkan Bostanci

We have seen that sliced inference increases the AP50 score in all experiments, this effect was greater for the YOLOv5 models compared to the YOLOX models.

Object object-detection +1

A new Video Synopsis Based Approach Using Stereo Camera

no code implementations23 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.

Anomaly Detection

Analysis of Interpolation based Image In-painting Approaches

no code implementations12 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.

SSIM

Comparative Performance of Machine Learning Algorithms in Cyberbullying Detection: Using Turkish Language Preprocessing Techniques

no code implementations29 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

A Vehicle Detection Approach using Deep Learning Methodologies

no code implementations2 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.

Genetic Algorithm Based Floor Planning System

no code implementations20 Apr 2017 Hamide Ozlem Dalgic, Erkan Bostanci, Mehmet Serdar Guzel

Genetic Algorithms are widely used in many different optimization problems including layout design.

Layout Design

A Fuzzy Brute Force Matching Method for Binary Image Features

no code implementations20 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.

Cannot find the paper you are looking for? You can Submit a new open access paper.