Infrared and Laser Engineering, Volume. 50, Issue 10, 20200500(2021)
3D point cloud object detection method in view of voxel based on graph convolution network
[1] Zhang Nan, Sun Jianfeng, Jiang Peng, et al. Pose estimation algorithms for lidar scene based on point normal vector[J]. Infrared and Laser Engineering, 49, 0105004(2020).
[2] Xia Xianzhao, Zhu Shixian, Zhou Yiyao, et al. LiDAR K-means clustering algorithm based on threshold[J]. Journal of Beijing University of Aeronautics and Astronautics, 46, 115-121(2020).
[3] [3] Zhou Y, Tuzel O. Voxel: Endtoend learning f point cloud based3d object detection[C]Proceedings of the IEEE Conference on Computer Vision Pattern Recognition, 2018: 44904499.
[4] [4] Yan Yan, Mao Yuxing, Bo Li. Second: Sparsely embedded convolutional detection [J]. Senss, 2018, 18 (10) : 3337.
[5] [5] Qi C R, Yi L, Su H, et al. Point++: Deep hierarchical feature learning on point sets in a metric space[C] Advances in Neural Infmation Processing Systems, 2017: 5099–5108.
[6] [6] Shi Weijing, Rajkumar Raj. Pointgnn: Graph neural wk f 3d object detection in a point cloud[C]Proceedings of the IEEECVF Conference on Computer Vision Pattern Recognition, 2020: 17111719.
[7] Kipe Thomas N, Welling Max. Semi-supervised classification with graph convolutional networks[J]. arXiv preprint arXiv, 1609, 02907(2016).
[8] Xue Shan, Zhang Zhen, Lu Qiongying, et al. Image recognition method of anti UAV system based on convolutional neural network[J]. Infrared and Laser Engineering, 49, 20200154(2020).
[9] [9] Geiger A, Lenz P, Urtasun R. Are we ready f autonomous driving the kitti vision benchmark suite[C]2012 IEEE Conference on Computer Vision Pattern Recognition, 2012: 3354–3361.
[10] [10] Chen Xiaozhi, Ma Huimin, Wan Ji, et al. Multiview 3d object detection wk f autonomous driving[C]Proceedings of the IEEE Conference on Computer Vision Pattern Recognition, 2017: 19071915.
[11] Yan Yan, Mao Yuxing, Bo Li. Second: Sparsely embedded convolutional detection[J]. Sensors, 18(10), 3337(2018).
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Yiqiang Zhao, Akbar Arxidin·, Rui Chen, Yiyao Zhou, Qi Zhang. 3D point cloud object detection method in view of voxel based on graph convolution network[J]. Infrared and Laser Engineering, 2021, 50(10): 20200500
Category: Image processing
Received: Dec. 20, 2020
Accepted: --
Published Online: Dec. 7, 2021
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