339 citations · 830 across the 27 of their papers we have counts for
3 papers · 2 filters
An efficient hierarchical graph based image segmentation
Silvio Jamil F. Guimarães, Jean Cousty, Yukiko Kenmochi +1
Hierarchical image segmentation provides region-oriented scalespace, i.e., a set of image segmentations at different detail levels in which the segmentations at finer levels are ne…
Morphological Filtering in Shape Spaces: Applications using Tree-Based Image Representations
Yongchao Xu, Thierry Géraud, Laurent Najman
Connected operators are filtering tools that act by merging elementary regions of an image. A popular strategy is based on tree-based image representations: for example, one can co…
Scene Parsing with Multiscale Feature Learning, Purity Trees, and Optimal Covers
Clément Farabet, Camille Couprie, Laurent Najman +1
Scene parsing, or semantic segmentation, consists in labeling each pixel in an image with the category of the object it belongs to. It is a challenging task that involves the simul…