{"id":28717474,"url":"https://github.com/gitluffywd/advanced_video_stabilization_and_roi_pixel_analysis","last_synced_at":"2026-01-20T16:29:58.717Z","repository":{"id":298867250,"uuid":"1001253752","full_name":"gitluffywd/Advanced_Video_Stabilization_and_ROI_Pixel_Analysis","owner":"gitluffywd","description":"This repository offers tools for advanced video stabilization and pixel analysis, enhancing your video processing capabilities. 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This project was developed as part of the Digital Forensics course during my Bachelor's Degree in Computer Science and Engineering at the University of Catania. The goal of this project is to enhance video quality and perform pixel analysis on regions of interest (ROI) using Python.\n\n## Table of Contents\n\n1. [Project Overview](#project-overview)\n2. [Features](#features)\n3. [Technologies Used](#technologies-used)\n4. [Installation](#installation)\n5. [Usage](#usage)\n6. [Project Structure](#project-structure)\n7. [Contributing](#contributing)\n8. [License](#license)\n9. [Contact](#contact)\n\n## Project Overview\n\nVideo stabilization aims to reduce unwanted camera motion in videos. This project implements algorithms to achieve this stabilization while allowing for pixel analysis in specific regions. It utilizes popular libraries like OpenCV and NumPy to process video frames effectively.\n\n## Features\n\n- **Video Stabilization**: Smooth out shaky footage using advanced algorithms.\n- **ROI Pixel Analysis**: Analyze pixel data in specified regions of interest.\n- **User-Friendly Interface**: Simple commands to load videos and perform analysis.\n- **Detailed Logging**: Keep track of processing steps and results.\n- **Comprehensive Documentation**: Clear instructions for setup and usage.\n\n## Technologies Used\n\nThis project employs a variety of technologies and tools:\n\n- **Python**: The main programming language for development.\n- **OpenCV**: A library for computer vision tasks.\n- **NumPy**: For numerical operations and array manipulations.\n- **Markdown**: For documentation formatting.\n- **Git \u0026 GitHub**: For version control and collaboration.\n- **HTML**: For potential web-based interfaces in future updates.\n- **Data Structures \u0026 Algorithms**: Implemented to optimize performance.\n\n## Installation\n\nTo get started with this project, follow these steps:\n\n1. **Clone the Repository**: \n   ```bash\n   git clone https://github.com/gitluffywd/Advanced_Video_Stabilization_and_ROI_Pixel_Analysis.git\n   ```\n\n2. **Navigate to the Project Directory**:\n   ```bash\n   cd Advanced_Video_Stabilization_and_ROI_Pixel_Analysis\n   ```\n\n3. **Install Required Packages**:\n   Make sure you have Python installed. Then, run:\n   ```bash\n   pip install -r requirements.txt\n   ```\n\n4. **Download Releases**: For the latest release, visit [here](https://github.com/gitluffywd/Advanced_Video_Stabilization_and_ROI_Pixel_Analysis/releases) to download the necessary files.\n\n## Usage\n\nOnce you have installed the project, you can use it as follows:\n\n1. **Load a Video**:\n   Run the main script and specify the video file:\n   ```bash\n   python main.py --video path_to_your_video.mp4\n   ```\n\n2. **Specify ROI**:\n   You can define regions of interest using coordinates. For example:\n   ```bash\n   python main.py --video path_to_your_video.mp4 --roi x1,y1,x2,y2\n   ```\n\n3. **View Results**:\n   The processed video will be saved in the output directory, and you can view logs for pixel analysis.\n\n## Project Structure\n\nThe repository has the following structure:\n\n```\nAdvanced_Video_Stabilization_and_ROI_Pixel_Analysis/\n│\n├── src/\n│   ├── main.py\n│   ├── stabilization.py\n│   ├── roi_analysis.py\n│   └── utils.py\n│\n├── requirements.txt\n├── README.md\n└── output/\n```\n\n- **src/**: Contains the source code for video stabilization and analysis.\n- **requirements.txt**: Lists all the dependencies needed for the project.\n- **output/**: Where processed videos and logs will be saved.\n\n## Contributing\n\nContributions are welcome! If you have suggestions or improvements, please open an issue or submit a pull request. \n\n### Steps to Contribute:\n\n1. Fork the repository.\n2. Create a new branch:\n   ```bash\n   git checkout -b feature/YourFeature\n   ```\n3. Make your changes and commit them:\n   ```bash\n   git commit -m \"Add some feature\"\n   ```\n4. Push to the branch:\n   ```bash\n   git push origin feature/YourFeature\n   ```\n5. Open a pull request.\n\n## License\n\nThis project is licensed under the MIT License. See the LICENSE file for details.\n\n## Contact\n\nFor any inquiries or feedback, feel free to reach out:\n\n- **Email**: your.email@example.com\n- **GitHub**: [gitluffywd](https://github.com/gitluffywd)\n\nThank you for checking out the **Advanced Video Stabilization and ROI Pixel Analysis** project! For the latest releases, please visit [here](https://github.com/gitluffywd/Advanced_Video_Stabilization_and_ROI_Pixel_Analysis/releases).","project_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgitluffywd%2Fadvanced_video_stabilization_and_roi_pixel_analysis","html_url":"https://awesome.ecosyste.ms/projects/github.com%2Fgitluffywd%2Fadvanced_video_stabilization_and_roi_pixel_analysis","lists_url":"https://awesome.ecosyste.ms/api/v1/projects/github.com%2Fgitluffywd%2Fadvanced_video_stabilization_and_roi_pixel_analysis/lists"}