65 citations · 145 across the 12 of their papers we have counts for
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eess.IV2022★ 5 cited
The Importance of the Instantaneous Phase for classification using Convolutional Neural Networks
Luis Sanchez Tapia, Marios S. Pattichis, Sylvia Celedon-Pattichis +1
Large-scale training of Convolutional Neural Networks (CNN) is extremely demanding in terms of computational resources. Also, for specific applications, the standard use of transfe…
eess.IV2022★ 12 cited
Image Processing Methods for Coronal Hole Segmentation, Matching, and Map Classification
V. Jatla, M. S. Pattichis, C. N. Arge
The paper presents the results from a multi-year effort to develop and validate image processing methods for selecting the best physical models based on solar image observations. T…