A Deep Learning Parking Detection Algorithm Using W-Shape Magnetic Wireless Sensor Networks

Zhang, Ying; Wu, Chang; Wu, Peng; You, Yuan; Yuan, Yifei

doi:10.1109/tim.2022.3229724

Cited by 3 publications

(2 citation statements)

References 29 publications

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“…Berdasarkan beberapa kajian sebelumnya, parkir di tempat kerja berbasis optimasi evolusioner algoritma yang menerapkan sistem elektrik mampu menurunkan biaya sebesar 2% (Poniris & Dounis, 2023). Selain itu, penggunaan teknologi deteksi dengan sensor magnetik lebih efektif dilaksanakan untuk lahan parkir yang luas (Zhang et al, 2023). Juga, sistem parkir online smart diketahui memiliki banyak potensi positif yang mendatangkan kekuatan dan peluang bisnis (Aditya et al, 2023).…”

Section: Pendahuluanunclassified

Implementasi Kebijakan Parkir di Kawasan Central Business District Kota Pekalongan

Mursid,

Setyani,

Lestari

et al. 2023

JLKP

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The era of regional autonomy which officially took effect in Indonesia since January 1, 2001 requires regions to be creative in finding sources of income that can finance local governments for governance and development. In this regard, local governments must be careful in managing existing financial sources, especially those originating from regional taxes and regional levies. The potential income of each region is certainly different depending on the condition of natural resources and so on, therefore each region places a different emphasis on each source of regional income. This study tries to examine parking management in Pekalongan City, especially after the enactment of the Pekalongan City Regulation Number 1 of 2017 and what factors are the obstacles to the implementation of the new Perda. Qualitative descriptive approach used as a method in this study. This study concludes that parking management in Pekalongan City is still relatively bad. This is marked by poor parking services provided and the target of receiving parking fees that are not on target. Transparent and accountable management can be a breakthrough so that good parking services and parking retribution revenue targets can be achieved.

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Section: Pendahuluanunclassified

Implementasi Kebijakan Parkir di Kawasan Central Business District Kota Pekalongan

Mursid,

Setyani,

Lestari

et al. 2023

JLKP

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“…Some literature attempts to combine wireless information with image data for detection or localization tasks. In [12], a deep learning parking detection algorithm based on W -shape magnetic wireless sensor network is proposed for large parking lots with vertical parking spaces. For identity identification, [13] uses the YOLOv2 model to process the visiblelight eye images marked with the jointly partial iris and sclera region.…”

Section: Introductionmentioning

confidence: 99%

RGB-W based Hazard Detection in Electric Power Communication Networks

2023

Proceedings of 2023 the 13th International Workshop on Computer Science and Engineering

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Hazard detection is an important computer vision area in electric power communication network.In this paper, we propose a hazard detection method in electric power communication network. This method turns the short-range wireless localization information into a confidence mask corresponding to the image size. The mask is able to be input into object detectors to revise confidence scores. The proposed method aims to increase the accuracy of the detections and alleviate the problems of false positives and false negatives. We design two kinds of confidence mask in order to find a better method to utilize the localization information. In addition, dataset containing specific scenes is collected to train and test the proposed method of hazard detection task in electric power communication network. Finally, this paper adopts various metrics to evaluate the effectiveness of the proposed method. The experiments demonstrate the feasibility and superiority of the proposed method in both theory and practice.

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Long-Distance and Real-Time Vehicle Detection on Highway Using RCF Network and PPHT Based on Ultraweak FBG Array

Liu,

Xie,

Yue

et al. 2024

IEEE Trans. Instrum. Meas.

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A Deep Learning Parking Detection Algorithm Using W-Shape Magnetic Wireless Sensor Networks

Cited by 3 publications

References 29 publications

Implementasi Kebijakan Parkir di Kawasan Central Business District Kota Pekalongan

Implementasi Kebijakan Parkir di Kawasan Central Business District Kota Pekalongan

RGB-W based Hazard Detection in Electric Power Communication Networks

Long-Distance and Real-Time Vehicle Detection on Highway Using RCF Network and PPHT Based on Ultraweak FBG Array

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