15 citations · 36 across the 10 of their papers we have counts for
5 papers · 1 filter
Evaluation of YOLO Models with Sliced Inference for Small Object Detection
Muhammed Can Keles, Batuhan Salmanoglu, Mehmet Serdar Guzel +2
Small object detection has major applications in the fields of UAVs, surveillance, farming and many others. In this work we investigate the performance of state of the art Yolo bas…
A new Video Synopsis Based Approach Using Stereo Camera
Talha Dilber, Mehmet Serdar Guzel, Erkan Bostanci
In today's world, the amount of data produced in every field has increased at an unexpected level. In the face of increasing data, the importance of data processing has increased r…
Analysis of Interpolation based Image In-painting Approaches
Mustafa Zor, Erkan Bostanci, Mehmet Serdar Guzel +1
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 enha…
A Vehicle Detection Approach using Deep Learning Methodologies
Abdullah Asim Yilmaz, Mehmet Serdar Guzel, Iman Askerbeyli +1
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 ra…
Live Target Detection with Deep Learning Neural Network and Unmanned Aerial Vehicle on Android Mobile Device
Ali Canberk Anar, Erkan Bostanci, Mehmet Serdar Guzel
This paper describes the stages faced during the development of an Android program which obtains and decodes live images from DJI Phantom 3 Professional Drone and implements certai…