Orfeo ToolBox

Orfeo ToolBox

Orfeo ToolBox (OTB) is an open-source library for remote sensing image processing. It provides a wide range of algorithms for tasks like image reading/writing, filtering, feature extraction, segmentation, classification, change detection, and more.
Orfeo ToolBox screenshot

Orfeo ToolBox (OTB)

An open-source library for remote sensing image processing with algorithms for tasks like image reading/writing, filtering, feature extraction, segmentation, classification, change detection, and more.

What is Orfeo ToolBox?

Orfeo ToolBox (OTB) is an open-source C++ library for processing remote sensing images. It is specialized in analyzing high resolution optical, multi-spectral and radar images at a large scale. OTB provides a wide range of state-of-the-art algorithms for tasks like:

  • Image I/O: reading/writing common geo-referenced raster formats
  • Pre-processing: radiometric calibration, atmospheric correction, geometric modeling and image registration
  • Filtering: denoising, smoothing, edge detection
  • Feature extraction and pattern recognition: road extraction, building detection, change detection
  • Image segmentation and classification: vectorization, object-based classification
  • Applications like stereo reconstruction, 3D point cloud generation

OTB is integrated with Monteverdi, a GUI for visualization and interaction with images. It leverages other open source libraries like GDAL and OpenCV. OTB can handle very large images efficiently. It is used for environmental monitoring, agriculture monitoring, disaster management, and more by researchers and geospatial professionals.

Orfeo ToolBox Features

Features

  1. Image processing algorithms for remote sensing data
  2. Image reading/writing for common remote sensing formats
  3. Filtering, feature extraction and segmentation
  4. Supervised and unsupervised classification
  5. Change detection between multi-temporal images
  6. Visualization and analysis tools

Pricing

  • Open Source

Pros

Open source and free

Large collection of algorithms

Support for common image formats

Active development community

Integrates with other open source tools like GDAL/OGR and Monteverdi

Cons

Steep learning curve

Limited documentation and tutorials

Mostly focused on remote sensing data

Lacks some common image processing algorithms

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