AirLab @AirLab6

Autograd Image Registration Laboratory - A rapid prototyping and reproduction environment for medical image registration methods. github.com/airlab-unibas/… Basel, Switzerland Joined July 2018

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AirLab @AirLab6

6 years ago

The tentative program of our @miccai2019 tutorial @AirLab6 is now out. Check it out at airlab-unibas.github.io/MICCAITutorial… #MachineLearning #DeepLearning #optimization #imageanalysis #imageregistration #PyTorch #Python #shenzhen #github #handson

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AirLab @AirLab6

6 years ago

Just pushed a fix for two-fold performance improvement in the Bspline registration. Enjoy the speed.... #PyTorch #ImageRegistration #HPC #nvidia

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AirLab @AirLab6

6 years ago

We will give an image registration tutorial how to use and extend @AirLab6 at @miccai2019! See you in @ShenzhenCity and checkout our tutorial web page: airlab-unibas.github.io/MICCAITutorial… #PyTorch #MachineLearning #ArtificialIntelligence #Optimization #ImageRegistration #ImageAnalysis

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Check out the new feature of @AirLab6: diffeomorphic transformations! In the circle-to-c example a Bspline transformation was made invertible using the diffeomorphic contstraint (each transformation in @AirLab6 can be made diffeomorphic). Enjoy!

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AirLab @AirLab6

7 years ago

We are happy to announce the new release of @AirLab6 0.2.0. Each transformation can be made diffeomorphic and more image metrics are implemented such as Mutual Information or Normalized Gradient Fields (see ChangeLog). @PyTorch 1.0 is now also supported. Check it out and enjoy!

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AirLab @AirLab6

7 years ago

Just released version 0.1.0 of the image registration laboratory @AirLab6 written in @PyTorch on @github . A lot of important features have been added (see ChangeLog). Enjoy!