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3D Affine: An Embedding of Local Image Features for Viewpoint Invariance Using RGB-D Sensor Data

Local image features are invariant to in-plane rotations and robust to minor viewpoint changes. However, the current detectors and descriptors for local image features fail to accommodate out-of-plane rotations larger than 25°–30°. Invariance to such viewpoint changes is essential for numerous appli...

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Detalles Bibliográficos
Autores principales: Sahloul, Hamdi, Shirafuji, Shouhei, Ota, Jun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6359040/
https://www.ncbi.nlm.nih.gov/pubmed/30642092
http://dx.doi.org/10.3390/s19020291