Search

Your search keyword '"Karolou, Eleni Eirini"' showing total 8 results
Start Over Author "Karolou, Eleni Eirini"
8 results on '"Karolou, Eleni Eirini"'

1. TraCon: A novel dataset for real-time traffic cones detection using deep learning

Author

Katsamenis, Iason, Karolou, Eleni Eirini, Davradou, Agapi, Protopapadakis, Eftychios, Doulamis, Anastasios, Doulamis, Nikolaos, and Kalogeras, Dimitris

Subjects
Computer Science - Computer Vision and Pattern Recognition
Abstract

Substantial progress has been made in the field of object detection in road scenes. However, it is mainly focused on vehicles and pedestrians. To this end, we investigate traffic cone detection, an object category crucial for road effects and maintenance. In this work, the YOLOv5 algorithm is employed, in order to find a solution for the efficient and fast detection of traffic cones. The YOLOv5 can achieve a high detection accuracy with the score of IoU up to 91.31%. The proposed method is been applied to an RGB roadwork image dataset, collected from various sources., Comment: 10 pages, 5 figures

Published
2022

2. Evaluating YOLO Transferability Limitation for Road Infrastructures Monitoring

Author

Katsamenis, Iason, Davradou, Agapi, Karolou, Eleni Eirini, Protopapadakis, Eftychios, Doulamis, Anastasios, Doulamis, Nikolaos, Kalogeras, Dimitris, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Krouska, Akrivi, editor, Troussas, Christos, editor, and Caro, Jaime, editor

Published
2023
Full Text
View/download PDF

3. TraCon: A Novel Dataset for Real-Time Traffic Cones Detection Using Deep Learning

Author

Katsamenis, Iason, Karolou, Eleni Eirini, Davradou, Agapi, Protopapadakis, Eftychios, Doulamis, Anastasios, Doulamis, Nikolaos, Kalogeras, Dimitris, Kacprzyk, Janusz, Series Editor, Gomide, Fernando, Advisory Editor, Kaynak, Okyay, Advisory Editor, Liu, Derong, Advisory Editor, Pedrycz, Witold, Advisory Editor, Polycarpou, Marios M., Advisory Editor, Rudas, Imre J., Advisory Editor, Wang, Jun, Advisory Editor, Krouska, Akrivi, editor, Troussas, Christos, editor, and Caro, Jaime, editor

Published
2023
Full Text
View/download PDF

Catalog

Books, media, physical & digital resources
See catalog results