Visualizing deep convolutional neural networks using natural pre-images
Image representations, from SIFT and bag of visual words to convolutional neural networks (CNNs) are a crucial component of almost all computer vision systems. However, our understanding of them remains limited. In this paper we study several landmark representations, both shallow and deep, by a num...
| Main Authors: | , |
|---|---|
| Format: | Journal article |
| Izdano: |
Springer Verlag
2016
|