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Real-Time Shadow Removal from Images

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Shadows in images often lead to reduced visual quality, inaccurate object detection, and poor analysis. Real-world applications (e.g., surveillance, robotics, autonomous vehicles) require accurate and clear image processing under varying lighting conditions. Therefore image enhancement via shadow removal is a vital part in image processing.

Features

• Shadow region detection
• Shadow area removal and image enhancement
• Real time processing

Project Overview

Key Techniques Used

• Shadow detection: Using image features such as color gradients, texture, and intensity values to identify shadow regions.
• Shadow removal: Applying image processing techniques to fill the detected shadow regions with realistic pixel values.
• Real-time processing: Optimizing the algorithm to run on high-resolution images without significant delays.