M
Maissa Hamouda
Researcher at University of Sousse
Publications - 10
Citations - 60
Maissa Hamouda is an academic researcher from University of Sousse. The author has contributed to research in topics: Convolutional neural network & Hyperspectral imaging. The author has an hindex of 4, co-authored 8 publications receiving 32 citations.
Papers
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Book ChapterDOI
Adaptive Batch Extraction for Hyperspectral Image Classification Based on Convolutional Neural Network
TL;DR: An approach to initialize the convolutional data: Firstly, an adaptive selection of kernels by a clustering algorithm; Secondly, by the definition of adaptive batches size.
Journal ArticleDOI
Modified Convolutional Neural Networks Architecture for Hyperspectral Image Classification (Extra-Convolutional Neural Networks)
Maissa Hamouda,Med Salim Bouhlel +1 more
Journal Article
Framework for Automatic Selection of Kernels based on Convolutional Neural Networks and CkMeans Clustering Algorithm
TL;DR: This research presents a novel approach called “supervised learning” that automates the very labor-intensive and therefore time-heavy and expensive process of trainingCNNs for hyperspectral imagery interpretation.