Real time parking space detection system using a pixel-based processing technique
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Tarih
2024
Yazarlar
Dergi Başlığı
Dergi ISSN
Cilt Başlığı
Yayıncı
Institute of Electrical and Electronics Engineers Inc.
Erişim Hakkı
info:eu-repo/semantics/closedAccess
Özet
This study proposes a real-time parking space detection using a pixel-based image processing technique. The proposed algorithm detects free spaces in a busy parking place video stream. The performance of the algorithm is compared with CNN algorithm using YOLOv8 software. The detection rate of the developed algorithm is found to be 9% higher than the YOLOv8 classification model with 5 times less error rate. Also, the proposed system missed fewer objects and requires less memory space than the YOLOv8 model.
Açıklama
8th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2024 -- 7-9 November 2024 -- Ankara, Turkey
Anahtar Kelimeler
CNN, Free Park Space Detection, İmage Processing, Parking Lots, Pixel-Based Processing, YOLOv8
Kaynak
8th International Symposium on Multidisciplinary Studies and Innovative Technologies, ISMSIT 2024
WoS Q Değeri
Scopus Q Değeri
N/A
