Abstract: Highlights•No a priori assumption is made on the type of structure to be extracted.•Suitable for robust image representation.•Different instances of the method can be created.•In some cases, context-aware features can be complemented with strictly local features without inducing redundancy.•Repeatability scores are comparable to state-of-the-art methods.
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