Detection and restoration system for mucous membrane image reflective area of endoscope

The invention discloses a detection and restoration system for a mucous membrane image reflective area of an endoscope. The detection and restoration system comprises a data acquisition module, a mucous membrane reflective area detection network model module, a mucous membrane reflective area detection network training module, a mucous membrane reflective area detection module and a mucous membrane reflective area restoration module. The data acquisition module acquires a data training set, a verification set and a test image of an endoscope image, network model parameters are obtained through training and verification of the network training module, the detection module calculates the input endoscope image according to the network model parameters and marks and outputs a mucous membrane reflective area marking image, and the restoration module judges whether the endoscopic image has the mucous membrane reflective area or not, and repairs the endoscopic image with the mucous membrane reflective area to remove reflected light. The method can automatically adapt to endoscope reflective area detection; and after reflective endoscope image data is given, a repaired endoscope image can be quickly obtained, and thus the endoscope mucous membrane image reflective area detection and repair functions are achieved.