Latent Embedded Graphs for Image and Shape Interpolation

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Shantanu Vyas, Ting-Ju Chen, Ronak R. Mohanty, Peng Jiang, Vinayak R. Krishnamurthy

Published: 01 Jan 2021, Last Modified: 17 Jan 2025Comput. Aided Des. 2021EveryoneRevisionsBibTeXCC BY-SA 4.0
Abstract: Highlights•Latent Embedded Graph (LEG) is proposed to interpolate images and shapes.•Adaptive k-NN graphs are created in latent space learnt by Variational Autoencoders.•LEG is compared with linear interpolation in latent spacce for images and shapes.•Gradient Projection Metric (GPM) is proposed to evaluate LEG interpolation.