Recognition awareness: adding awareness to pattern recognition using latent cognizance

This study investigates an application of a new probabilistic interpretation of a softmax output to Open-Set Recognition (OSR). Softmax is a mechanism wildly used in classification and object recognition. However, a softmax mechanism forces a model to operate under a closed-set paradigm, i.e., to pr...

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Detalles Bibliográficos
Autores principales: Katanyukul, Tatpong, Nakjai, Pisit
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2022
Materias:
Research Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9010638/
https://www.ncbi.nlm.nih.gov/pubmed/35434402
http://dx.doi.org/10.1016/j.heliyon.2022.e09240

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9010638/
https://www.ncbi.nlm.nih.gov/pubmed/35434402
http://dx.doi.org/10.1016/j.heliyon.2022.e09240

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