Indoor scene classification model based on multi-modal fusion*
2021 International Conference on Control, Automation and Information Sciences (ICCAIS)(2021)
Abstract
Aiming at the classification of indoor scene images, a multi-modal fusion model is proposed. Firstly, based on the scene image and its semantic description, a single-modal classification model is constructed. For scene images, a convolutional neural network is used to extract features and train classification models. For scene semantic descriptions, a recurrent neural network is used to extract te...
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Key words
Dimensionality reduction,Deep learning,Recurrent neural networks,Image analysis,Automation,Semantics,Feature extraction
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