A Convolutional Autoencoder Topology for Classification in High-Dimensional Noisy Image Datasets

Deep convolutional neural networks have shown remarkable performance in the image classification domain. However, Deep Learning models are vulnerable to noise and redundant information encapsulated into the high-dimensional raw input images, leading to unstable and unreliable predictions. Autoencode...

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Номзүйн дэлгэрэнгүй

Үндсэн зохиолчид:	Emmanuel Pintelas, Ioannis E. Livieris, Panagiotis E. Pintelas
Формат:	Artigo
Хэл сонгох:	Inglês
Хэвлэсэн:	MDPI AG 2021-11-01
Цуврал:	Sensors
Нөхцлүүд:	convolutional autoencoders dimensionality reduction deep learning convolutional neural networks computer vision image classification
Онлайн хандалт:	https://www.mdpi.com/1424-8220/21/22/7731
Шошгууд:	Шошго нэмэх Шошго байхгүй, Энэхүү баримтыг шошголох эхний хүн болох!