X. Ma, W. Ouyang, A. Simonelli, E. Ricci, 3D Object Detection from Images for Autonomous Driving: A Survey. TPAMI, 2023
Y. Lu*, X.Ma*, L. Yang, T. Zhang, Y. Liu, Q. Chu, J. Yan, W. Ouyang, Geometry Uncertainty Projection Network for Monocular 3D Object Detection, ICCV, 2021
X. Ma, Y. Zhang, D. Xu, D. Zhou, S. Yi, H. Li, W. Ouyang, Delving into Localization Errors for Monocular 3D Detection, CVPR, 2021
X. Ma, S. Liu, Z. Xia, H, Zhang, X. Zeng, W. Ouyang, Rethinking Pseudo-LiDAR Representation, ECCV, 2020
X. Ma, Z. Wang, H. Li, P. Zhang, W. Ouyang, X. Fan, Accurate Monocular 3D Object Detection via Color-Embedded 3D Reconstruction for Autonomous Driving, ICCV, 2019