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Histogram Layers for Neural Engineered Features
In the computer vision literature, many effective histogram-based features have been
developed. These engineered features include local binary patterns and edge histogram …
developed. These engineered features include local binary patterns and edge histogram …
Affine-transformation-invariant image classification by differentiable arithmetic distribution module
Although Convolutional Neural Networks (CNNs) have achieved promising results in image
classification, they still are vulnerable to affine transformations including rotation, translation …
classification, they still are vulnerable to affine transformations including rotation, translation …
[PDF][PDF] Robust Image Classification and Clustering via Distribution learning
Z Tan - 2024 - era.library.ualberta.ca
Distribution learning has long been a key area of research in computer vision. However, the
potential of combining distribution learning with deep learning remains underexplored. To …
potential of combining distribution learning with deep learning remains underexplored. To …