GoodPoint: unsupervised learning of keypoint detection and description

Superglue: Learning feature matching with graph neural networks

Original

Sarlin, P.E., DeTone, D., Malisiewicz, T., Rabinovich, A., 2019 · 1911

Earlier work this paper cites.

A combined corner and edge detector., in: Alvey vision conference, Citeseer. pp. 10–5244

Harris, C.G., Stephens, M., et al., 1988 · 1988

Earlier work this paper cites.

Machine learning

Mitchell, T.M., et al., 1997 · 1997

Earlier work this paper cites.

Machine learning for high-speed corner detection, in: European conference on computer vision, Springer. pp. 430–443

Rosten, E., Drummond, T., 2006 · 2006

Earlier work this paper cites.

From structure-from-motion point clouds to fast location recognition, in: 2009 IEEE Conference on Computer Vision and Pattern Recognition, IEEE. pp. 2599–2606

Irschara, A., Zach, C., Frahm, J.M., Bischof, H., 2009 · 2009

Earlier work this paper cites.

Robust interest point detector and descriptor

Funayama, R., Yanagihara, H., Van Gool, L., Tuytelaars, T., Bay, H., 2012 · 2012

Cited alongside, same era.

Rectifier nonlinearities improve neural network acoustic models, in: Proc. icml, p. 3

Maas, A.L., Hannun, A.Y., Ng, A.Y., 2013 · 2013

Cited alongside, same era.

Microsoft coco: Common objects in context, in: European conference on computer vision, Springer. pp. 740–755

Lin, T.Y., Maire, M., Belongie, S., Hays, J., Perona, P., Ramanan, D., Dollár, P., Zitnick, C.L., 2014 · 2014

Cited alongside, same era.

Fire: fundus image registration dataset

Hernandez-Matas, C., Zabulis, X., Triantafyllou, A., Anyfanti, P., Douma, S., Argyros, A.A., 2017 · 2017

Cited alongside, same era.

Decoupled weight decay regularization

Original

Loshchilov, I., Hutter, F., 2017 · 2017

Cited alongside, same era.

Superpoint: Self-supervised interest point detection and description, in: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition Workshops, pp. 224–236

DeTone, D., Malisiewicz, T., Rabinovich, A., 2018 · 2018

Later among the works it cites.

Unsupervised learning of object landmarks through conditional image generation, in: Advances in Neural Information Processing Systems, pp. 4016–4027

Jakab, T., Gupta, A., Bilen, H., Vedaldi, A., 2018 · 2018

Later among the works it cites.

Lf-net: learning local features from images, in: Advances in neural information processing systems, pp. 6234–6244

Ono, Y., Trulls, E., Fua, P., Yi, K.M., 2018 · 2018

Later among the works it cites.

Unsupervised learning of object keypoints for perception and control, in: Advances in Neural Information Processing Systems, pp. 10723–10733

Kulkarni, T.D., Gupta, A., Ionescu, C., Borgeaud, S., Reynolds, M., Zisserman, A., Mnih, V., 2019 · 2019

Later among the works it cites.