MATLAB Video Processing Source Code Implementation

Resource Overview

A MATLAB video processing source code implementation containing various algorithms for image enhancement, object tracking, motion detection, and other computer vision tasks.

Detailed Documentation

This article provides a MATLAB-based video processing source code that will be valuable for researchers working in computer vision and video analysis. The source code implements multiple essential video processing algorithms and functions, enabling users to perform various tasks including image enhancement techniques (such as histogram equalization and contrast adjustment), object tracking methods (like Kalman filtering and correlation-based tracking), motion detection algorithms (including frame differencing and optical flow computation), and other computer vision operations. The implementation includes core functions for video frame extraction using VideoReader, real-time processing capabilities through while-loop structures, and matrix operations for efficient image manipulation. Researchers can utilize this foundation to develop advanced video analysis systems, conduct experiments with different parameters, and extend the functionality for specific applications. This comprehensive codebase serves as an excellent starting point for video processing research and experimental development.