awesome-parking-slot-detection

Parking Slot Detection research. This is a fork from lymhust/awesome-parking-slot-detection that is more up to date.

Paper

• 2024
• 2023
• 2022
• 2021
• 2020
• 2019
• 2018
• 2017
• 2016

Code

Blog

Dataset

Demo

Paper

2024

"Detection of car parking space by using Hybrid Deep DenseNet Optimization algorithm". International Journal of Network Management 34.1 (2024): e2228.

2023

"Review of Vision-Based Deep Learning Parking Slot Detection on Surround View Images"
"Holistic Parking Slot Detection with Polygon-Shaped Representations"
"Automatic vision-based parking slot detection and occupancy classification"

2022

"Public Parking Spot Detection And Geo-localization Using Transfer Learning"

2021

"Automated Parking Space Detection Using Convolutional Neural Networks"

"Deep Learning Based Parking Slot Detection and Tracking: PSDT-Net"

"CNN-based Two-Stage Parking Slot Detection Using Region-Specific Multi-Scale Feature Extraction"

"Research Review on Parking Space Detection Method"

"Attentional Graph Neural Network for Parking-slot Detection." arXiv preprint arXiv:2104.02576 (2021).

2020

"Context-Based Parking Slot Detection With a Realistic Dataset." IEEE Access, 2020.

"Real Time Detection Algorithm of Parking Slot Based on Deep Learning and Fisheye Image." Journal of Physics: Conference Series. Vol. 1518. No. 1. IOP Publishing, 2020.

"Parking Slot Detection on Around-View Images Using DCNN." Frontiers in Neurorobotics (2020).

"A Study Of Parking-Slot Detection With The Aid Of Pixel-Level Domain Adaptation." 2020 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2020."

"AVP-SLAM: Semantic Visual Mapping and Localization for Autonomous Vehicles in the Parking Lot." arXiv preprint arXiv:2007.01813 (2020).

"PSDet: Efficient and Universal Parking Slot Detection." arXiv preprint arXiv:2005.05528 (2020).

"Vacant Parking Slot Detection in the Around View Image Based on Deep Learning." Sensors 20.7 (2020): 2138.

"Vision-Based Parking Slot Detection Based on End-to-End Semantic Segmentation Training." 2020 IEEE International Conference on Consumer Electronics (ICCE). IEEE, 2020.

"End-to-End Trainable One-Stage Parking Slot Detection Integrating Global and Local Informations." arXiv preprint arXiv:2003.02445 (2020).

"SPFCN: Select and Prune the Fully Convolutional Networks for Real-time Parking Slot Detection." arXiv preprint arXiv:2003.11337 (2020).

2019

"Parking Line Based SLAM Approach Using AVM/LiDAR Sensor Fusion for Rapid and Accurate Loop Closing and Parking Space Detection." Sensors 19.21 (2019): 4811.

"A deep-learning approach for parking slot detection on surround-view images." 2019 IEEE Intelligent Vehicles Symposium (IV). IEEE, 2019.

"DMPR-PS: A Novel Approach for Parking-Slot Detection Using Directional Marking-Point Regression." 2019 IEEE International Conference on Multimedia and Expo (ICME). IEEE, 2019.

2018

"Vision-Based Parking-Slot Detection: A DCNN-Based Approach and a Large-Scale Benchmark Dataset." IEEE Transactions on Image Processing 27.11 (2018): 5350-5364.

"VH-HFCN based Parking Slot and Lane Markings Segmentation on Panoramic Surround View." 2018 IEEE Intelligent Vehicles Symposium (IV). IEEE, 2018.

"Probabilistic Occupancy Filter for Parking Slot Marker Detection in an Autonomous Parking System Using AVM." IEEE Transactions on Intelligent Transportation Systems 20.6 (2018): 2389-2394.

"Geometric Features-Based Parking Slot Detection." Sensors 18.9 (2018): 2821.

"Vision-based Semantic Mapping and Localization for Autonomous Indoor Parking." 2018 IEEE Intelligent Vehicles Symposium (IV). IEEE, 2018.

"DFNet: Semantic Segmentation on Panoramic Images with Dynamic Loss Weights and Residual Fusion Block." arXiv preprint arXiv:1806.07226 (2018).

2017

"Computer vision in automated parking systems: Design, implementation and challenges." Image and Vision Computing 68 (2017): 88-101.

"Automatic parking slot detection based on around view monitor (AVM) systems." 2017 9th International Conference on Wireless Communications and Signal Processing (WCSP). IEEE, 2017.

2016

"Directional-DBSCAN: Parking-slot detection using a clustering method in around-view monitoring system." 2016 IEEE Intelligent Vehicles Symposium (IV). IEEE, 2016.

"Automatic parking space detection and tracking for underground and indoor environments." IEEE Transactions on Industrial Electronics 63.9 (2016): 5687-5698.

"Semantic segmentation-based parking space detection with standalone around view monitoring system." Machine Vision and Applications 30.2 (2019): 309-319.

"A method of detecting parking slot in hough space and pose estimation using rear view image for autonomous parking system." 2016 IEEE International Conference on Network Infrastructure and Digital Content (IC-NIDC). IEEE, 2016.

Code

https://cslinzhang.github.io/deepps/

https://github.com/Teoge/DMPR-PS

https://github.com/dohoseok/context-based-parking-slot-detect/

Blog

Searching for a Parking Spot? AI Got It

AI Can Detect Open Parking Spaces

Dataset

Tongji Parking-slot Dataset 2.0

Parking slot dataset for different scenes

Context-Based Parking Slot Detection With a Realistic Dataset

AVM Dataset

CNR Parking Dataset

Demo

https://www.youtube.com/watch?v=XmgYxAg149o

https://www.youtube.com/watch?v=THh3yB6nbMA

https://www.youtube.com/watch?v=DCaltpi9X0s

Contact & Feedback

If you have any suggestions about papers, feel free to make a PR :)

• homepage of the original author lymhust