Angle-Based Feature Learning in GNN for 3D Object Detection Using Point Cloud

Author:

Ansari Md. AfzalORCID,Meraz Md.ORCID,Chakraborty PavanORCID,Javed MohammedORCID

Publisher

Springer Nature Singapore

Reference23 articles.

1. Phan, A.V., Le Nguyen, M., Nguyen, Y.L.H., Bui, L.T.: Dgcnn: a convolutional neural network over large-scale labeled graphs. Neural Networks 108, 533–543 (2018)

2. Qi, C.R., Yi, L., Su, H., Guibas, L.J.: Pointnet++: deep hierarchical feature learning on point sets in a metric space. arXiv preprint arXiv:1706.02413 (2017)

3. Qi, C.R., Su, H., Mo, K., Guibas, L.J.: Pointnet: deep learning on point sets for 3D classification and segmentation. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 652–660 (2017)

4. Song, W., Zhang, L., Tian, Y., Fong, S., Liu, J., Gozho, A.: CNN-based 3D object classification using Hough space of LiDAR point clouds. HCIS 10(1), 1–14 (2020)

5. Shi, S., Wang, X., Li, H.: Pointrcnn: 3D object proposal generation and detection from point cloud. In: Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, pp. 770–779 (2019)

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