67 citations · 375 across the 47 of their papers we have counts for
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cs.CV2014★ 4 cited
Gradient Distribution Priors for Biomedical Image Processing
Yuanhao Gong, Ivo F. Sbalzarini
Ill-posed inverse problems are commonplace in biomedical image processing. Their solution typically requires imposing prior knowledge about the latent ground truth. While this regu…
cs.CV2014★ 2 cited
Particle methods enable fast and simple approximation of Sobolev gradients in image segmentation
Ivo F. Sbalzarini, Sophie Schneider, Janick Cardinale
Bio-image analysis is challenging due to inhomogeneous intensity distributions and high levels of noise in the images. Bayesian inference provides a principled way for regularizing…