CPC G06T 9/002 (2013.01) [G06N 3/045 (2023.01)] | 15 Claims |
1. A method for generating a simulation scene, comprising:
acquiring scene parameters of a benchmark scene, wherein a dimensionality of the scene parameters of the benchmark scene is M;
inputting the scene parameters of the benchmark scene into an encoder that is trained, and acquiring encoding parameters according to an output result of the encoder, wherein a dimensionality of the encoding parameters is N, and N<M;
adjusting the encoding parameters to obtain adjusted encoding parameters, and inputting respectively the adjusted encoding parameters into a decoder that is trained, wherein the decoder is configured to acquire scene parameters of a reconstructed scene according to the adjusted encoding parameters, wherein a dimensionality of the scene parameters of the reconstructed scene is the same as the dimensionality of the scene parameters of the benchmark scene; and
generating a simulation scene according to the scene parameters of the reconstructed scene that are output by the decoder;
wherein the acquiring encoding parameters according to an output result of the encoder comprises:
adding a noise with preset distribution to the output result of the encoder to obtain the encoding parameters, wherein the noise with preset distribution is a normally distributed noise.
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