Digital image processing, 3rd Edition

By R. González, R. Woods. 2008

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Toward reliable characterization of functional homogeneity in the human brain: Preprocessing, scan duration, imaging resolution and computational space (2012, methodology): “rankmaps, which is a common image denoising operation (Gonzalez and Woods, 2006).”
Unsupervised Change Detection in Satellite Images Using Principal Component Analysis and $k$-Means Clustering (2009, methodology): “The set of vectors xd(y, x) is used to create an eigenvector space using PCA [8].”
Universal Style Transfer via Feature Transforms (2017, methodology): “The channel-wise histogram matching [12] method determines a mapping function such that the mapped fc has the same cumulative histogram as fs.”
Contextual and Variational Contrast Enhancement (2011, methodology): “I NTRODUCTION Contrast enhancement is used to either increase the contras t of n image with low dynamic range or to bring out image details that would otherwise be hidden [1].”
Distributionally Robust Stochastic Optimization with Wasserstein Distance (2016, methodology): “(In fact, (1a) was obtained from (1b) by a low-contrast intensity transformation (Gonzalez and Woods [24]), by which the black pixels become somewhat whiter and the white pixels become somewhat blacker.”