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Explainable Image Similarity: Integrating Siamese Networks and Grad-CAM

With the proliferation of image-based applications in various domains, the need for accurate and interpretable image similarity measures has become increasingly critical. Existing image similarity models often lack transparency, making it challenging to understand the reasons why two images are cons...

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Detalles Bibliográficos
Autores principales: Livieris, Ioannis E., Pintelas, Emmanuel, Kiriakidou, Niki, Pintelas, Panagiotis
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10606999/
https://www.ncbi.nlm.nih.gov/pubmed/37888331
http://dx.doi.org/10.3390/jimaging9100224