The invention discloses a three-dimensional scene
reconstruction method based on camera
luminosity optimization. According to the method, firstly, multiple images of the same scene are represented through a
radiation field model, then a depth regularization method is introduced, points obviously deviating from the surface of an object are inhibited, the
overfitting problem is relieved, and a
projection image at a corresponding
view angle is obtained. Secondly, an external
luminosity model is established by considering the
distortion of a
camera lens caused by the influence of dust, stains, other interferents or atomization, and an internal
luminosity model is established by considering the internal
distortion problem influenced by halation and non-uniformity of a sensor; by optimizing the
radiation field characterization parameters and the camera luminosity
model parameters, the camera luminosity parameters can be estimated in the three-dimensional reconstruction process, so that compared with the prior art, the method can separate and obtain a high-quality three-dimensional scene with higher camera luminosity
distortion and robustness under the condition of camera luminosity distortion, especially under the condition of imaging degradation, the three-dimensional scene with higher camera luminosity distortion and robustness can be obtained. And high-quality 3D scene representation can also be realized.