Fetching the paper…
Reading the bibliography…
In this paper, we establish a theoretical connection between the classical Lucas & Kanade (LK) algorithm and the emerging topic of Spatial Transformer Networks (STNs).
An iterative image registration technique with an application to stereo vision
B. D. Lucas, T. Kanade, et al · 1981
Earlier work this paper cites.
The mnist database of handwritten digits, 1998
Y. LeCun, C. Cortes, and C. J. Burges · 1998
Earlier work this paper cites.
Best practices for convolutional neural networks applied to visual document analysis
P. Y. Simard, D. Steinkraus, and J. C. Platt · 2003
Earlier work this paper cites.
Lucas-kanade 20 years on: A unifying framework
S. Baker and I. Matthews · 2004
Earlier work this paper cites.
Distinctive image features from scale-invariant keypoints
D. G. Lowe · 2004
Earlier work this paper cites.
Histograms of oriented gradients for human detection
N. Dalal and B. Triggs · 2005
Earlier work this paper cites.
The german traffic sign recognition benchmark: a multi-class classification competition
J. Stallkamp, M. Schlipsing, J. Salmen, and C. Igel · 2011
Earlier work this paper cites.
Learning to align from scratch
G. Huang, M. Mattar, H. Lee, and E. G. Learned-miller · 2012
Cited alongside, same era.
Imagenet classification with deep convolutional neural networks
A. Krizhevsky, I. Sutskever, and G. E. Hinton · 2012
Cited alongside, same era.
Supervised descent method and its applications to face alignment
X. Xiong and F. De la Torre · 2013
Cited alongside, same era.
Incremental face alignment in the wild
A. Asthana, S. Zafeiriou, S. Cheng, and M. Pantic · 2014
Cited alongside, same era.
Caffe: Convolutional architecture for fast feature embedding
Y. Jia, E. Shelhamer, J. Donahue, S. Karayev, J. Long, R. Girshick, S. Guadarrama, and T. Darrell · 2014
Cited alongside, same era.
Do convnets learn correspondence?
J. L. Long, N. Zhang, and T. Darrell · 2014
Cited alongside, same era.
Face alignment at 3000 fps via regressing local binary features
S. Ren, X. Cao, Y. Wei, and J. Sun · 2014
Later among the works it cites.
Very deep convolutional networks for large-scale image recognition
K. Simonyan and A. Zisserman · 2014
Later among the works it cites.
Deep residual learning for image recognition
K. He, X. Zhang, S. Ren, and J. Sun · 2015
Later among the works it cites.
Spatial transformer networks
M. Jaderberg, K. Simonyan, A. Zisserman, et al · 2015
Later among the works it cites.
Identity mappings in deep residual networks
K. He, X. Zhang, S. Ren, and J. Sun · 2016
Closest in time.
alphaXiv searches the wider corpus for related work and actual follow-ups.
alphaXiv is searching for related work…
C.-H. Lin, R. Zhu, and S. Lucey · 2016
Closest in time.