Scale-space Tokenization for Improving the Robustness of Vision Transformers.
Lei XuRei KawakamiNakamasa InouePublished in: ACM Multimedia (2023)
Keyphrases
- scale space
- multiscale
- scale spaces
- gaussian scale space
- multiple scales
- feature detection
- image analysis
- scale selection
- image structure
- computer vision
- scale space analysis
- edge detector
- scale invariant
- vector valued
- methods in computer vision
- multiscale representation
- image processing
- keypoints
- critical points
- deep structure
- primal sketch
- linear scale space
- scale parameter
- gaussian derivatives
- planar curves
- gaussian kernel
- heat equation
- image features
- rotationally invariant
- detection algorithm
- scale space theory
- object detection
- diffusion equation
- multiresolution
- saddle points
- feature extraction
- curvature flow
- automatic scale selection