Image registration

Image registration is the process of transforming different sets of data into one coordinate system. Registration is necessary in order to be able to compare or integrate the data obtained from different sensors/imaging modalities, at different times, from different view points, etc. . Registration can be based on correspondence established between the landmarks or feature points. Alternatively, some similarity/distance metric is established between the image intensity maps to navigate the registration process.

Synonyms
Image alignment

pyBPDL

Collection
Description

The Binary Pattern Dictionary Learning (BPDL) package is suitable for image analysis on a set/sequence of images to determine an atlas of a compact region. In particular, the application can be maping gene activation accross many samples, brain activations in a time domain, etc.

has function
Image registration
Image analysis
Shape features
Atlas

BIRL

Collection
Description

BIRL stands for "Benchmark on Image Registration methods with Landmark validation". BIRL is a cross-platform framework for comparison of image registration methods with landmark validation (registration precision is measured by user landmarks). The project contains a set of sample images with related landmark annotations and experimental evaluation of state-of-the-art image registration methods.

Some key features of the framework:

  • automatic execution of image registration of a sequence of image pairs
  • integrated evaluation of registration performances using Target Registration Error (TRE)
  • integrated visualization of performed registration
  • running several image registration experiment in parallel
  • resuming unfinished sequence of registration benchmark
  • handling around dataset and creating own experiments
  • rerun evaluation and visualisation for finished experiments
has topic
Multimodal imaging
has function
Image registration

NanoJ

Collection
Description

Set of Tools for super resolution microscopy

has topic
Live sample imaging
Fluorescence microscopy
Super-resolution microscopy
has function
Image registration
Image analysis
Image processing
Image correction

MeVisLab

Collection
has topic
Magnetic resonance imaging
Tomography
Computerized tomography
has function
Image registration
Image segmentation
Morphological operation
Visualisation
Volume rendering

Registrationshop

Collection
Component
Description

It is an interactive front-end visualization for registration software based on Elasix (VTK/ITK)

has topic
Multimodal imaging
has function
Image registration
Affine registration
Rigid registration
Deformable registration
Visualisation
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