Constrained Linear Data-feature Mapping for Image Classification

23 Nov 2019Juncai HeYuyan ChenJinchao Xu

In this paper, we propose a constrained linear data-feature mapping model as an interpretable mathematical model for image classification using convolutional neural network (CNN) such as the ResNet. From this viewpoint, we establish the detailed connections in a technical level between the traditional iterative schemes for constrained linear system and the architecture for the basic block of ResNet... (read more)

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