Real-time FPGA-based implementation of the AKAZE algorithm with nonlinear scale space generation using image partitioning

The first step in a scale invariant image matching system is scale space generation. Nonlinear scale space generation algorithms such as AKAZE, reduce noise and distortion in different scales while retaining the borders and key-points of the image. An FPGA-based hardware architecture for AKAZE nonli...

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Detalles Bibliográficos
Autores principales: Soleimani, Parastoo, Capson, David W., Li, Kin Fun
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Springer Berlin Heidelberg 2021
Materias:
Original Research Paper
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8605974/
https://www.ncbi.nlm.nih.gov/pubmed/34868372
http://dx.doi.org/10.1007/s11554-021-01089-9

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