车道线检测lane-detection【论文+github源码】总结
- github链接：https://github.com/amusi/awesome-lane-detection
- 2019
- 2018
- 2017
-
Paper
2019
Learning Lightweight Lane Detection CNNs by Self Attention Distillation github ICCV 2019
Multi-Class Lane Semantic Segmentation using Efficient Convolutional Networks MMSP 2019
Lane Detection and Classification using Cascaded CNNs Eurocast 2019
Driver Behavior Analysis Using Lane Departure Detection Under Challenging Conditions
《FastDraw: Addressing the Long Tail of Lane Detection by Adapting a Sequential Prediction Network》
《Agnostic Lane Detection》 github
《Deep Multi-Sensor Lane Detection》 IROS2018
《Enhanced free space detection in multiple lanes based on single CNN with scene identification》 IV2019 github
《Robust Lane Detection from Continuous Driving Scenes Using Deep Neural Networks》
《End-to-end Lane Detection through Differentiable Least-Squares Fitting》 github
2018
《End to End Video Segmentation for Driving : Lane Detection For Autonomous Car》
《3D-LaneNet: end-to-end 3D multiple lane detection》
《Efficient Road Lane Marking Detection with Deep Learning》 DSP 2018
《Multiple Lane Detection Algorithm Based on Optimised Dense Disparity Map Estimation》 IST 2018
《LineNet: a Zoomable CNN for Crowdsourced High Definition Maps Modeling in Urban Environments》
《Real-time stereo vision-based lane detection system》
《LaneNet: Real-Time Lane Detection Networks for Autonomous Driving》
《EL-GAN: Embedding Loss Driven Generative Adversarial Networks for Lane Detection》
《Real-time Lane Marker Detection Using Template Matching with RGB-D Camera》
《Towards End-to-End Lane Detection: an Instance Segmentation Approach》 论文解读 github
《Lane Detection and Classification for Forward Collision Warning System Based on Stereo Vision》
《(SCNN)Spatial As Deep: Spatial CNN for Traffic Scene Understanding》 AAAI 2018 CSDN Translator
《Lane Detection Based on Inverse Perspective Transformation and Kalman Filter》
2017
《A review of recent advances in lane detection and departure warning system》
《Deep Learning Lane Marker Segmentation From Automatically Generated Labels》 Youtube
VPGNet: Vanishing Point Guided Network for Lane and Road Marking Detection and Recognition ICCV 2017 github
Code
https://github.com/cardwing/Codes-for-Lane-Detection
https://github.com/karstenBehrendt/unsupervised_llamas
https://github.com/wvangansbeke/LaneDetection_End2End
https://github.com/georgesung/advanced_lane_detection
https://github.com/MaybeShewill-CV/lanenet-lane-detection
https://github.com/XingangPan/SCNN
https://github.com/davidawad/Lane-Detection
https://github.com/yang1688899/CarND-Advanced-Lane-Lines
https://github.com/SeokjuLee/VPGNet
https://github.com/mvirgo/MLND-Capstone：Lane Detection with Deep Learning
https://github.com/galenballew/SDC-Lane-and-Vehicle-Detection-Tracking
https://github.com/shawshany/Advance_LaneFinding
Blog
Lane Detection with Deep Learning (Part 1)
Simple Lane Detection with OpenCV
Building a lane detection system using Python 3 and OpenCV
Datasets
A Dataset for Lane Instance Segmentation in Urban Environments