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cs.CV2023
Dynamic Voxel Grid Optimization for High-Fidelity RGB-D Supervised Surface Reconstruction
Xiangyu Xu, Lichang Chen, Changjiang Cai +6
Direct optimization of interpolated features on multi-resolution voxel grids has emerged as a more efficient alternative to MLP-like modules. However, this approach is constrained…
cs.CV2023
DDM-NET: End-to-end learning of keypoint feature Detection, Description and Matching for 3D localization
Xiangyu Xu, Li Guan, Enrique Dunn +2
In this paper, we propose an end-to-end framework that jointly learns keypoint detection, descriptor representation and cross-frame matching for the task of image-based 3D localiza…