Hybrid pre trained model based feature extraction for enhanced indoor scene classification in federated learning environments

Abstract Classification of indoor scenes is a crucial task of computer vision. It has widespread applications like smart homes, smart cities, robotics, etc. Primitive classification methods like Support Vector Machines (SVM) and K-Nearest Neighbors (KNN), provide a compromised performance with compl...

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Principais autores:	Monica Dutta, Deepali Gupta, Vikas Khullar, Sapna Juneja, Roobaea Alroobaea, Pooja Sapra
Formato:	Artigo
Idioma:	Inglês
Publicado:	Nature Portfolio 2025-08-01
Series:	Scientific Reports
Assuntos:	Indoor scene classification Computer vision Deep learning Federated learning
Acceso en liña:	https://doi.org/10.1038/s41598-025-16673-3
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