Frequently Asked Questions¶
What’s in OTB?¶
- Image access: optimized read/write access for most of remote sensing image formats, meta-data access, simple visualization;
- Sensor geometry: sensor models, cartographic projections;
- Radiometry: atmospheric corrections, vegetation indices;
- Filtering: blurring, denoising, enhancement;
- Fusion: image pansharpening;
- Feature extraction: interest points, alignments, lines;
- Image segmentation: region growing, watershed, level sets;
- Classification: K-means, SVM, Markov random fields;
- Change detection.
- Object based image analysis.
- Geospatial analysis.
What is OTB’s license?¶
OTB is distributed under the permissive open source license Apache v2.0 - aka Apache Software License (ASL) v2.0: http://www.apache.org/licenses/LICENSE-2.0
Am I forced to distribute my code based on OTB?¶
No. The license gives you the option to distribute your application if you want to. You do not have to exercise this option in the license.
Am I forced to contribute my code based on OTB into the official repo?¶
If I wanted to distribute an application using OTB what license would I need to use?¶
The license of your choice. The OTB license only requires you to include a copy of the Apache license and to provide a clear attribution to the OTB project in any distribution including a piece of OTB software.
I am a commercial user. Is there any restriction on the use of OTB?¶
No. The OTB license only requires you to include a copy of the Apache license and to provide a clear attribution to the OTB project in any distribution including a piece of OTB software.
What is the image size limitation of OTB ?¶
The maximum physical space a user can allocate depends on her platform. Therefore, image allocation in OTB is restricted by image dimension, size, pixel type and number of bands.
Fortunately, thanks to the streaming mechanism implemented within OTB’s pipeline (actually ITK’s), this limitation can be bypassed. The use of the at the end of the pipeline, will seamlessly break the large, problematic data into small pieces whose allocation is possible. These pieces are processed one after the other, so that there is not allocation problem anymore. We are often working with images of pixels.
For the streaming to work, all the filters in the pipeline must be streaming capable (this is the case for most of the filters in OTB). The output image format also need to be streamable (not PNG or JPEG, but TIFF or ENVI formats, for instance).
The class manage the steaming process following two strategies: by tile or by strip. Different size configuration for these two strategies are available into the interface. The default mode use the information about how the file is streamed on the disk and will try to minimize the memory consumption along the pipeline. More information can be found into the documentation of the class.
Problems using OTB python wrapping along with other software¶
If you use OTB standalone binaries, there should not be any dependency conflict with other libraries installed on your system. OTB will always try to grab supplied libraries in the standalone package.
However, when using Python wrappings, there can be conflicts if you import otbApplication along with other software that share common dependencies with OTB. For instance, if you want to use OTB Applications and Fiona in a Python script, they both rely on GDAL library. As the libraries loaded by Python must be unique, the first library SomeLib loaded will be used by any other binary depending on it. Thus, the order of the imports has an effect. In some cases, symbol problems have been observed in libcrypto, and the solution was to import OTB Applications before importing Fiona.