A Differentiable Distance Approximation for Fairer Image Classification.
Nicholas RosaTom DrummondMehrtash HarandiPublished in: ACCV (6) (2022)
Keyphrases
- image classification
- image representation
- visual features
- distance measure
- distance function
- error bounds
- bag of words
- image features
- closed form
- absolute error
- objective function
- approximation schemes
- visual words
- feature extraction
- approximation error
- sparse coding
- euclidean distance
- object recognition
- feature selection
- distance metric
- multi label
- sparse representation
- nearest neighbor
- approximation algorithms
- hamming distance
- efficient computation
- relative error
- minimum distance
- approximation methods
- search algorithm