Laser & Optoelectronics Progress, Volume. 58, Issue 8, 0815007(2021)
Lane Instance Segmentation Algorithm Based on Convolutional Neural Network
[1] Gooch A A, Olsen S C, Tumblin J et al. Color2Gray[J]. ACM Transactions on Graphics, 24, 634-639(2005).
[5] He K M, Zhang X Y, Ren S Q et al. Deep residual learning for image recognition[C]. //2016 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), June 27-30, 2016, Las Vegas, NV, USA., 770-778(2016).
[6] Lee S, Kim J, Yoon J S et al. VPGNet: vanishing point guided network for lane and road marking detection and recognition[C]. //2017 IEEE International Conference on Computer Vision (ICCV), October 22-29, 2017, Venice, Italy, 1965-1973(2017).
[8] Neven D, Brabandere B D, Georgoulis S et al. Towards end-to-end lane detection: an instance segmentation approach[C]. //2018 IEEE Intelligent Vehicles Symposium (IV), June 26-30, 2018, Changshu, China, 286-291(2018).
[11] Ronneberger O, Fischer P, Brox T. U-net:convolutional networks for biomedical image segmentation[M]. // Navab N, Hornegger J, Wells W, et al. Medical Image Computing and Computer-Assisted Intervention-MICCAI 2015. MICCAI 2015. Lecture Notes in Computer Science. Cham: Springer, 9351, 234-241(2015).
[12] Yang M K, Yu K, Zhang C et al. DenseASPP for semantic segmentation in street scenes[C]. //2018 IEEE/CVF Conference on Computer Vision and Pattern Recognition, June 18-23, 2018, Salt Lake City, UT, USA., 3684-3692(2018).
[13] Huang G, Liu Z, van der Maaten L et al. Densely connected convolutional networks[C]. //2017 IEEE Conference on Computer Vision and Pattern Recognition (CVPR), July 21-26, 2017, Honolulu, HI, USA., 2261-2269(2017).
[16] Hsu Y C, Xu Z, Kira Z et al. Learning to cluster for proposal-free instance segmentation[C]. //2018 International Joint Conference on Neural Networks (IJCNN), July 8-13, 2018, Rio de Janeiro, Brazil., 1-8(2018).
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Su Zhou, Di Wu, Jie Jin. Lane Instance Segmentation Algorithm Based on Convolutional Neural Network[J]. Laser & Optoelectronics Progress, 2021, 58(8): 0815007
Category: Machine Vision
Received: Aug. 25, 2020
Accepted: Oct. 14, 2020
Published Online: Apr. 16, 2021
The Author Email: Wu Di (305655539@qq.com)