Approximating CNNs with Bag-of-local-Features models works surprisingly well on ImageNet.

Wieland Brendel Matthias Bethge

Published in: CoRR (2019)

Keyphrases

feature extraction
complex systems
classification models
extracted features
computer vision
multiscale
feature vectors
prior knowledge
image features
keypoints
predictive power
linear svm
machine learning
parameter estimation
machine learning approaches
learned models