Unsupervised image segmentation evaluation and refinement using a multi-scale approach

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Sentinel-2 cropland mapping using pixel-based and object-based time-weighted dynamic time warping analysis (2018, background): “The classi ﬁ cation errors caused by over-segmentation can be overcome by applying post-classi ﬁ cation rules for merging objects belonging to the same class (Johnson and Xie, 2011).”
Deep semantic understanding of high resolution remote sensing image (2016, background): “Unfortunately, researches in the field of high resolution remote sensing nowadays mainly focus on object recognition [1],[2], image classification [3],[4], scene classification [5],[6] and image segmentation [7],[8].”