To add to the suggestions of @jhlegarreta and @Armando
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@phcerdan has added a nice default VTK-based image visualization to the ITKVTKGlue module, which can help you get started. See:
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A bridge with OpenCV exists:
https://itk.org/Doxygen/html/group__ITKVideoBridgeOpenCV.html