| CPC G01N 15/1433 (2024.01) [G01N 15/00 (2013.01); G06T 5/60 (2024.01); G01N 2015/0003 (2013.01); G06T 2207/20084 (2013.01)] | 10 Claims |

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1. A device for calibrating a particle image velocimetry (PIV) image based on laser linear arrays, comprising:
a laser emission component configured to emit equidistant laser linear arrays to form a laser linear array light path;
an optical component configured to perform light splitting on laser rays in the laser linear array light path to form a laser grating in a test observation region;
a camera configured to acquire a distorted laser grating image when a working condition of a wind tunnel test section model is adjusted to a working condition of a PIV test, the test observation region being located above the wind tunnel test section model; and
a background processor configured to calibrate and restore the distorted laser grating image with a neural network-based distortion-restoring calibration algorithm to obtain a reconstructed laser grating image.
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