GLS–MIFT: A modality invariant feature transform with global-to-local searching

• Published in: Information fusion Vol. 105; p. 102252
• Main Authors: Fan, Zhongli, Pi, Yingdong, Wang, Mi, Kang, Yifei, Tan, Kai
• Format: Journal Article
• Language: English
• Published: Elsevier B.V 01.05.2024
• Subjects: Descriptor and matcher; Feature detector; Global-to-local searching (GLS) strategy; Multimodal images; Nonlinear radiation distortion (NRD); Scale- and rotation-invariance; Multimodal images; Scale- and rotation-invariance; Global-to-local searching (GLS) strategy; Nonlinear radiation distortion (NRD); Descriptor and matcher; Feature detector

•Generic feature transform for multimodal images in a modality and geometric invariant manner.•High repeatability feature detection by introducing an effective feature response aggregation model.•Robust rotation invariant feature description based on a well-designed feature descriptor and a novel pr...