Browsing Computer Science by Author "Marin, Dmitrii"
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Higher-order Losses and Optimization for Low-level and Deep Segmentation
Marin, Dmitrii (University of Waterloo, 2021-12-21)Regularized objectives are common in low-level and deep segmentation. Regularization incorporates prior knowledge into objectives or losses. It represents constraints necessary to address ill-posedness, data noise, outliers, ...