OrfeoGPL
OrfeoGPL is an open-source image processing library focused on remote sensing applications. It provides algorithms for image preprocessing, feature extraction, classification, and change detection, among others. The library is written in C++ and provides interfaces for integratio
remote-sensing
image-processing
feature-extraction
classification
change-detection
OrfeoGPL: Open-Source Image Processing Library for Remote Sensing Applications
An open-source image processing library focused on remote sensing applications, providing algorithms for image preprocessing, feature extraction, classification, and change detection.
What is OrfeoGPL?
OrfeoGPL is an open-source image processing library primarily focused on remote sensing applications. It is developed by CNES and distributed under the open-source CeCILL-B license. Some of the key capabilities of OrfeoGPL include:
- Image preprocessing algorithms - Includes radiometric and geometric corrections, image filtering, image enhancement and more.
- Feature extraction - Tools for extracting information from images like textures, shapes, edges etc.
- Image classification - Tools for both pixel-based and object-based classification using machine learning algorithms.
- Change detection - Algorithms for multi-temporal analysis of changes in images.
- Stereo processing - Capabilities for generating digital surface models from stereo imagery.
- Interfaces - Provides interfaces for use in other software like Monteverdi, OTB Applications and QGIS.
One of the major strengths of OrfeoGPL is the breadth of remote sensing algorithms it provides out-of-the-box. It is written in C++ for performance but provides interfaces for integration into Python, Java, and .NET applications. Overall, it serves as a foundational library for developing remote sensing software.
OrfeoGPL Features
Features
- Image preprocessing algorithms
- Feature extraction and pattern recognition
- Supervised and unsupervised classification
- Change detection
- Stereo image processing
- Pan-sharpening
- Orthorectification
Pricing
- Open Source
Pros
Free and open source
Active development community
Modular architecture
Integration with other software like QGIS
Algorithms optimized for remote sensing data
Cons
Steep learning curve
Limited documentation and tutorials
Mostly focused on remote sensing, less general purpose image processing
Official Links
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