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Automated generation of synthetic in-car dataset for human body pose detection

Borges, João; Oliveira, Bruno; Torres, Helena Daniela Ribeiro; Rodrigues, Nelson; Queirós, Sandro Filipe Monteiro; Shiller, Maximilian; Coelho, Victor

In this paper, a toolchain for the generation of realistic synthetic images for human body pose detection in an in-car environment is proposed. The toolchain creates a customized synthetic environment, comprising human models, car, and camera. Poses are automatically generated for each human, taking into account a per-joint axis Gaussian distribution, constrained by anthropometric and range of motion measuremen...

Date: 2020   |   Origin: RepositóriUM - Universidade do Minho
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