mlsanityData to 7 Oct 2026

OCR-RTPS: An OCR-based real-time positioning system for the valet parking

arXiv 2212.04116 ↗First posted 8 Dec 2022cs.CV cs.ROcited by 4

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Abstract (arXiv)

Obtaining the position of ego-vehicle is a crucial prerequisite for automatic control and path planning in the field of autonomous driving. Most existing positioning systems rely on GPS, RTK, or wireless signals, which are arduous to provide effective localization under weak signal conditions. This paper proposes a real-time positioning system based on the detection of the parking numbers as they are unique positioning marks in the parking lot scene. It does not only can help with the positioning with open area, but also run independently under isolation environment. The result tested on both public datasets and self-collected dataset show that the system outperforms others in both performances and applies in practice. In addition, the code and dataset will release later.

Key facts. Cited by 4 papers in the map (data through 7 Oct 2026). Builds on 22 of its 80 references that are in the map. First posted on arXiv 8 Dec 2022.

Builds on

22 of 80 references.

References · 22

  1. 2015Deep Residual Learning for Image Recognitioncited by 51,809
  2. 2017EAST: An Efficient and Accurate Scene Text Detectorcited by 248
  3. 2016COCO-Text: Dataset and Benchmark for Text Detection and Recognition in Natural Imagescited by 235
  4. 2019Real-time Scene Text Detection with Differentiable Binarizationcited by 212
  5. 2019Mask TextSpotter: An End-to-End Trainable Neural Network for Spotting Text with Arbitrary Shapescited by 171
  6. 2020ABCNet: Real-time Scene Text Spotting with Adaptive Bezier-Curve Networkcited by 170
  7. 2019Shape Robust Text Detection with Progressive Scale Expansion Networkcited by 147
  8. 2019ICDAR2019 Robust Reading Challenge on Arbitrary-Shaped Text (RRC-ArT)cited by 147
  9. 2019ICDAR2019 Robust Reading Challenge on Multi-lingual Scene Text Detection and Recognition -- RRC-MLT-2019cited by 138
  10. 2016TextBoxes: A Fast Text Detector with a Single Deep Neural Networkcited by 119
  11. 2018FOTS: Fast Oriented Text Spotting with a Unified Networkcited by 109
  12. 2016Detecting Text in Natural Image with Connectionist Text Proposal Networkcited by 85
10 more
  1. 2017Detecting Oriented Text in Natural Images by Linking Segmentscited by 80
  2. 2021Fourier Contour Embedding for Arbitrary-Shaped Text Detectioncited by 80
  3. 2019Look More Than Once: An Accurate Detector for Text of Arbitrary Shapescited by 66
  4. 2021PAN++: Towards Efficient and Accurate End-to-End Spotting of Arbitrarily-Shaped Textcited by 65
  5. 2019Convolutional Character Networkscited by 61
  6. 2019Towards Unconstrained End-to-End Text Spottingcited by 57
  7. 2017Towards End-to-end Text Spotting with Convolutional Recurrent Neural Networkscited by 56
  8. 2019Towards End-to-End Text Spotting in Natural Scenescited by 19
  9. 2018TextNet: Irregular Text Reading from Images with an End-to-End Trainable Networkcited by 16
  10. 2020Exploiting User Mobility for WiFi RTT Positioning: A Geometric Approachcited by 2

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Cited by year

Citing papers per year: 2023: 1; 2024: 3.

4 papers.