BIRL: Benchmark on Image Registration methods with Landmark validation

Type
Author
Jiri Borovec
Execution Platform
Implementation Type
Supported image dimension
Interaction Level
License/Openness
License
BSD-3
Description

The project introduces 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 function
Last modified
03/09/2019 - 09:21