Three-dimensional human body animation reconstruction method

Abstract

The invention belongs to the technical field of three-dimensional dynamic graphic processing, and relates to a three-dimensional human body animation reconstruction method. The method comprises the following process steps of S1, selecting a video segment of a single person, and inputting the video segment into a trained generative adversarial network model to obtain a human body articulation pointthree-dimensional rotation angle sequence, S2, adopting a Savizkg-Golag five-point secondary smoothing algorithm to carry out smoothing processing on each three-dimensional articulation point rotation angle in the movement process, S3, creating an initial three-dimensional cartoon model, and binding 23 articulation points of the human body with the same articulation points of articulation pointsof the three-dimensional cartoon model, S4, updating the obtained three-dimensional rotation angle to a three-dimensional cartoon model, and realizing synchronous change of the attitude of the three-dimensional cartoon model by utilizing the rendering effect of Unity3D. According to the method, a generative adversarial network model is adopted, samples do not need to be calibrated, and the earlier-stage sample preparation workload is reduced; by introducing two-dimensional coordinates, three-dimensional coordinates, three-dimensional rotation angles, deviation values of human body shape parameters and confrontation loss values of joint points, the model precision is greatly improved.

Description

Technical field: [0001] The invention belongs to the technical field of three-dimensional dynamic graphics processing, and relates to a method for constructing a three-dimensional posture of a human body, in particular to a method for reconstructing an animation of a three-dimensional human body. Background technique: [0002] 3D human body modeling is mainly the process of digitizing the 3D posture information of the human body in reality by using computer graphics and visual methods. It plays an important role in the fields of 3D movies, 3D animation production, 3D games, virtual fitting and virtual reality, etc. 3D human body modeling is one of the current research hotspots in the field of computer graphics; traditional 3D human body reconstruction methods have high requirements for scenes and generally require complex calibration. Traditional 3D human body reconstruction methods often rely on 3D animation production methods such as depth cameras. , high computational com...

AI Technical Summary

Problems solved by technology

[0002] 3D human body modeling is mainly the process of digitizing the 3D posture information of the human body in reality by using computer graphics and visual methods. It plays an important role in the fields of 3D movies, 3D animation production, 3D games, virtual fitting and virtual reality, etc. 3D human body modeling is one of the current research hotspots in the field of computer graphics; traditional 3D human body reconstruction methods have high requirements for scenes and generally require complex calibration. Traditional 3D human body reconstruction methods often rely on 3D animation production methods such as depth cameras. , high computational complexity, long modeling time, poor user experience, etc.

[0004] The steps of the existing traditional 3D human body reconstruction method are cumbersome and complicated, and the animation conversion needs to be performed by means of 3D animation production methods such as depth cameras. The calculation complexity is high, and the modeling time is long. Insufficient interactive functions and poor user experience

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