Image Inpainting Method Using TV Model

Resource Overview

A TV model-based image inpainting approach with verified code implementation, including experimental results demonstrating restoration capabilities for damaged images

Detailed Documentation

This document presents an image inpainting method based on the Total Variation (TV) model. The implementation has been thoroughly tested to ensure correct code execution. The method utilizes a variational approach where image restoration is formulated as an optimization problem minimizing the total variation energy functional. Key algorithms include gradient descent optimization and numerical schemes for solving partial differential equations. Experimental images are included to demonstrate the method's effectiveness in restoring damaged areas while preserving edges and important structures. Through this approach, we can achieve significant restoration of corrupted images, recovering their visual quality and structural integrity.