Smithangshu / cslibs_image_align

This library contains an AVX optimized implementation of the efficient second order minimization and inverse compositional image alignment methods, including two methods for outlier rejection.

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CS - Library: Image Align

This library contains a optimized implementation of the efficient second order minimization and inverse compositional image alignment methods. Also includes an outlier rejection method working in model space, as described in:

@inproceedings{jordan2017kinematic, title={Kinematic model based visual odometry for differential drive vehicles}, author={Jordan, Julian and Zell, Andreas}, booktitle={2017 European Conference on Mobile Robots (ECMR)}, pages={1--7}, year={2017}, organization={IEEE} }

Usage

Dependencies

This library does not have any internal dependencies.

Examples

Some examples may be found in the test subdirectories.

Contributing

Contribution guidelines for this project

About

This library contains an AVX optimized implementation of the efficient second order minimization and inverse compositional image alignment methods, including two methods for outlier rejection.

License:BSD 3-Clause "New" or "Revised" License


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Language:C++ 95.5%Language:CMake 4.5%