Image segmentation techniques are challenging to apply to large-size remote sensing
imagery. Indeed, if the data to be processed are larger than the computer's available …

This paper formulates superpixel segmentation as a pixel labeling problem and proposes a
quaternary labeling algorithm to generate superpixel lattice. It is achieved by seaming …

A superpixel segmentation algorithm called multi-density peaks clustering (MDPC) is
proposed. By selecting a sufficient number of local density maximum pixels from the image …

摘要归纳并分析了超像素算法和评价指标的最新研究成果及最新应用; 对比了多种超像素算法的
边缘召回率, 欠分割错误率和紧凑度等评价指标, 分析了各自的优势和不足. 当前的超像素方法在 …

This work studies the application of supervised classification for the production of land cover
maps using time series of satellite images at high spatial, spectral, and temporal resolutions …

In order to find the undiscovered delicate seams, we propose a simple method that
iteratively finds the seams from coarse to fine. We utilize the edge energy map to constraint …

L'occupation des sols est définie comme la description de la nature et de l'usage
anthropique de la surface de la Terre. Une connaissance fiable et à jour de celle-ci est d'un …