First Gradually, Then Suddenly: Understanding the Impact of Image Compression on Object Detection Using Deep Learning

Video surveillance systems process high volumes of image data. To enable long-term retention of recorded images and because of the data transfer limitations in geographically distributed systems, lossy compression is commonly applied to images prior to processing, but this causes a deterioration in...

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Detalles Bibliográficos
Autores principales: Gandor, Tomasz, Nalepa, Jakub
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2022
Materias:
Article
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8840351/
https://www.ncbi.nlm.nih.gov/pubmed/35161848
http://dx.doi.org/10.3390/s22031104

Internet

https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8840351/
https://www.ncbi.nlm.nih.gov/pubmed/35161848
http://dx.doi.org/10.3390/s22031104

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