US Patent Application 18312416. DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR DETERMINING PIXELS OF A SYNTHETIC IMAGE simplified abstract

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DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR DETERMINING PIXELS OF A SYNTHETIC IMAGE

Organization Name

Robert Bosch GmbH

Inventor(s)

Edgar Schoenfeld of Tuebingen (DE)

Anna Khoreva of Stuttgart (DE)

Julio Borges of Stuttgart (DE)

DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR DETERMINING PIXELS OF A SYNTHETIC IMAGE - A simplified explanation of the abstract

This abstract first appeared for US patent application 18312416 titled 'DEVICE AND COMPUTER-IMPLEMENTED METHOD FOR DETERMINING PIXELS OF A SYNTHETIC IMAGE

Simplified Explanation

The patent application describes a device and method for determining pixels of a synthetic image using a generator and a label map.

  • The method involves providing a label map and a latent code as inputs to the generator.
  • The label map contains a mapping of classes to pixels in the image.
  • The latent code consists of input data points in a latent space.
  • A first direction is provided to move the input data points in the latent space.
  • The first latent code is determined based on the movement of at least one input data point in the first direction.
  • The synthetic image is then determined based on the output of the generator for the first input.


Original Abstract Submitted

A device and computer-implemented method for determining pixels of a synthetic image. The method comprises providing a generator that is configured to determine an output from a first input comprising a label map and a first latent code, wherein the label map comprises a mapping of at least one class to at least one of the pixels, wherein the method comprises providing the label map and a latent code, wherein the latent code comprises input data points in a latent space, providing a first direction for moving input data points in the latent space, determining the first latent code depending on at least one input data point of the latent code that is moved in the first direction, determining the synthetic image depending on an output of the generator for the first input.

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