Title
Evaluation of Hierarchical Watersheds.
Abstract
This paper aims to understand the practical features of hierarchies of morphological segmentations, namely the quasi-flat zones hierarchy and watershed hierarchies, and to evaluate their potential in the context of natural image analysis. We propose a novel evaluation framework for the hierarchies of partitions designed to capture various aspects of those representations: precision of their region...
Year
DOI
Venue
2018
10.1109/TIP.2017.2779604
IEEE Transactions on Image Processing
Keywords
Field
DocType
Image segmentation,Vegetation,Image analysis,Image edge detection,Semantics,Proposals,Electronic mail
Computer vision,Data mining,Mathematical morphology,Watershed,Image segmentation,Artificial intelligence,Hierarchy,Global optimality,Semantics,Mathematics,Machine learning
Journal
Volume
Issue
ISSN
27
4
1057-7149
Citations 
PageRank 
References 
5
0.44
43
Authors
4
Name
Order
Citations
PageRank
Benjamin Perret110212.78
Jean Cousty246034.40
Silvio Jamil Ferzoli Guimarães314525.38
Deise Santana Maia462.14