Research on Color Restoration Technology for Cantonese Manchurian Windows Combining Style Attention

This article proposes a color restoration method that combines style attention mechanism to address the challenges encountered in the color restoration process of Cantonese Manchuria window images, such as color deviation caused by uneven lighting, loss of complex texture details, and image noise interference. By analyzing the high-level semantic features and low-level detail features of the backlit window image and the image to be processed, the original color of the Guangzhou Manchuria window is accurately restored while maintaining its fine texture structure. The experimental results show that this method significantly improves color restoration accuracy, image texture preservation, and reduces pseudo shadows.