Probabilistic Category-Level Pose Estimation via Segmentation and Predicted-Shape Priors

Principal component analysis

S. Wold, K. Esbensen, and P. Geladi · 1987

Earlier work this paper cites.

Method for registration of 3-D shapes

P. J. Besl and N. D. McKay · 1992

Earlier work this paper cites.

Mixture density networks

C. M. Bishop · 1994

Earlier work this paper cites.

Bayesian PCA

C. M. Bishop · 1999

Earlier work this paper cites.

Signed Distance Functions , pages 17–22

S. Osher and R. Fedkiw · 2003

Earlier work this paper cites.

Monte Carlo pose estimation with quaternion kernels and the Bingham distribution

J. Glover, R. Rusu, and G. Bradski · 2011

Earlier work this paper cites.

3d object detection and viewpoint estimation with a deformable 3D cuboid model

S. Fidler, S. Dickinson, and R. Urtasun · 2012

Cited alongside, same era.

ShapeNet: An Information-Rich 3D Model Repository

Original

A. X. Chang, T. Funkhouser, L. Guibas, P. Hanrahan, Q. Huang, Z. Li, S. Savarese, M. Savva, S. Song, H. Su, J. Xiao, L. Yi, and F. Yu · 2015

Cited alongside, same era.

Render for cnn: Viewpoint estimation in images using cnns trained with rendered 3d model views

H. Su, C. R. Qi, Y. Li, and L. J. Guibas · 2015

Cited alongside, same era.

Viewpoints and keypoints

S. Tulsiani and J. Malik · 2015

Cited alongside, same era.

Learning descriptors for object recognition and 3D pose estimation

P. Wohlhart and V. Lepetit · 2015

Cited alongside, same era.

Bayesian eigenobjects: A unified framework for 3D robot perception

B. Burchfiel and G. Konidaris · 2017

Cited alongside, same era.

Mask R-CNN

K. He, G. Gkioxari, P. Dollár, and R. Girshick · 2017

Later among the works it cites.

Posecnn: A convolutional neural network for 6D object pose estimation in cluttered scenes

Original

Y. Xiang, T. Schmidt, V. Narayanan, and D. Fox · 2017

Later among the works it cites.

Hybrid bayesian eigenobjects: Combining linear subspace and deep network methods for 3D robot vision

B. Burchfiel and G. Konidaris · 2018

Later among the works it cites.

Deepim: Deep iterative matching for 6D pose estimation

Original

Y. Li, G. Wang, X. Ji, Y. Xiang, and D. Fox · 2018

Later among the works it cites.

Pix3d: Dataset and methods for single-image 3D shape modeling

X. Sun, J. Wu, X. Zhang, Z. Zhang, C. Zhang, T. Xue, J. B. Tenenbaum, and W. T. Freeman · 2018

Later among the works it cites.