A review of lane detection methods based on deep learning

J Tang, S Li, P Liu - Pattern Recognition, 2021 - Elsevier
… of lane detection, including traditional lane detection methods and related deep learning
Around the above summary, we will discuss the existing deep learning-based lane detection

A deep learning based fast lane detection approach

E Oğuz, A Küçükmanisa, R Duvar, O Urhan - Chaos, Solitons & Fractals, 2022 - Elsevier
… However, deep learning based methods … deep learning based approach for lane detection
problem which differs from the previous rule-decision based method in terms of lane detection

Real-time lane detection based on deep learning

SW Baek, MJ Kim, U Suddamalla, A Wong… - Journal of Electrical …, 2022 - Springer
Deep learning has shown good performance in classifying … have actively applied deep
learning to lane detection. However… , a benchmarking deep-learning framework for lane detection

A deep learning approach for lane detection

T Getahun, A Karimoddini… - 2021 IEEE International …, 2021 - ieeexplore.ieee.org
… However, deep learning approaches are … a lane detection method using a light-weight
convolutional neural network model as a feature extractor exploiting the potential of deep learning

LLDNet: a lightweight lane detection approach for autonomous cars using deep learning

MAM Khan, MF Haque, KR Hasan, SH Alajmani, M Baz… - Sensors, 2022 - mdpi.com
Lane detection plays a vital role in making the idea of the autonomous car a reality.
Traditional lane detection methods need extensive hand-crafted features and post-processing …

End-to-end deep learning of lane detection and path prediction for real-time autonomous driving

DH Lee, JL Liu - Signal, Image and Video Processing, 2023 - Springer
… 3 Deep learning of lane detection and path prediction Figure 2 illustrates the architecture
of our deep learning, lane detection, and path prediction algorithms implemented in TORCS …

Lane detection base on deep learning

J Feng, X Wu, Y Zhang - 2018 11th International Symposium on …, 2018 - ieeexplore.ieee.org
… The detection of the lane line is one of the important contents… out the recent lane detection
algorithm and the deep learning … to detect the lane line, and using the object detection-based …

Spatial-temproal based lane detection using deep learning

Y Huang, S Chen, Y Chen, Z Jian, N Zheng - … Intelligence Applications and …, 2018 - Springer
… a lane detection algorithm based on deep learning and … a lane to estimate the position of
the lane and also applied CNN to predict the lane boundary type and the exact location of a lane

A hybrid spatial–temporal deep learning architecture for lane detection

Y Dong, S Patil, B Van Arem… - Computer‐Aided Civil and …, 2023 - Wiley Online Library
… In this paper, lane detection is treated as a segmentation task, in which a novel hybrid ST
sequence-to-one deep learning architecture is developed for lane detection through a …

Lanenet: Real-time lane detection networks for autonomous driving

Z Wang, W Ren, Q Qiu - arXiv preprint arXiv:1807.01726, 2018 - arxiv.org
… years, with the fast development of deep learning and the hardware support, a lot of lane
, we proposed a lane detection method consists of two deep neural networks. The lane edge …