Abstract: Image recognition is typically a multi-feature decision problem. After performing certain preprocessing on images, various feature information is extracted to identify objects and scenes ...
Abstract: This paper rethinks image histogram matching (HM) and proposes a differentiable and parametric HM preprocessing for a downstream classifier. Convolutional neural networks have demonstrated ...