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A paper list of lane detection.
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README.md add one ICCV 2019 paper and one dataset Aug 5, 2019

README.md

awesome-lane-detection

lane detection

Paper

Code

Blog

Datasets

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》

《Advances in Vision-Based Lane Detection: Algorithms, Integration, Assessment, and Perspectives on ACP-Based Parallel 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

tusimple.ai

A Dataset for Lane Instance Segmentation in Urban Environments

The Lane Marker Dataset

Contact & Feedback

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

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