/awesome-parking-slot-detection

papers and codes about parking slot detection

awesome-parking-slot-detection

parking slot detection

Paper

Code

Blog

Dataset

Demo

Paper

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

"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.

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

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

Demo

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

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

Contact & Feedback

If you have any suggestions about papers, feel free to mail me :)