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Deep Geometric Moment (DGM) Model
The proposed model consists of three components: 1) Coordinate base computation: uses a 2D coordinate grid as input and generates the bases, 2) Image feature computation:... -
Improving Shape Awareness and Interpretability in Deep Networks Using Geometr...
Deep networks for image classification often rely more on texture information than object shape. This paper presents a deep-learning model inspired by geometric moments, a...