Method: GigaPose

User nvnguyen
Publication https://arxiv.org/abs/2311.14155
Implementation https://github.com/nv-nguyen/gigapose
Training image modalities RGB
Test image modalities RGB
Description

GigaPose (Nguyen et al., CVPR 2024) is a "hybrid" template-patch correspondence approach to estimate 6D pose of novel objects in RGB images: GigaPose first uses 162 templates, rendered images of the CAD models, to recover the out-of-plane rotation (2DoF) and then uses patch correspondences to estimate the remaining 4DoF.

Computer specifications V100

Public submissions

Date Submission name Dataset
2024-02-28 11:40 - LM-O
2024-02-28 11:40 - T-LESS
2024-02-28 11:41 - IC-BIN
2024-02-28 11:41 - ITODD
2024-02-28 11:42 - HB
2024-02-28 11:42 - YCB-V
2024-02-28 12:19 - TUD-L