Optimizing Multimodal Scene Recognition through Mutual Information-Based Feature Selection in Deep Learning Models

Optimizing Multimodal Scene Recognition through Mutual Information-Based Feature Selection in Deep Learning Models

The field of scene recognition, which lies at the crossroads of computer vision and artificial intelligence, has experienced notable progress because of scholarly pursuits. This article introduces a novel methodology for scene recognition by combining convolutional neural networks (CNNs) with featur...

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Bibliographic Details
Main Authors: Mohamed Hammad, Samia Allaoua Chelloug, Walaa Alayed, Ahmed A. Abd El-Latif
Format: Article
Language:English
Published: MDPI AG 2023-10-01
Series:Applied Sciences
Subjects:
scene recognition
convolutional neural network (CNN)
deep learning
mutual information (<i>MI</i>)
multimodel
AID
Online Access:https://www.mdpi.com/2076-3417/13/21/11829

Internet

https://www.mdpi.com/2076-3417/13/21/11829

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