Graph-Based Method for Multitemporal Segmentation of Sea Ice Floes from Satellite Data - Archive ouverte HAL Access content directly
Conference Papers Year : 2013

Graph-Based Method for Multitemporal Segmentation of Sea Ice Floes from Satellite Data

(1, 2) , (1) , (3)
1
2
3

Abstract

Automated segmentation of the sea ice evolution would allow scientists studying climate change to build accurate models of the sea ice meltdown process, which is a sensitive climate indicator. In this paper, we propose a novel approach which uses shape analysis and graph-based optimization for segmentation of a multiyear ice floe from time series of satellite images. Differently of the state-of-the-art sea ice segmentation techniques, the new method does not rely on the coherence of the intensity values between successive time moments, but only on the coherence of the shape. We successfully validated the performance of the proposed approach on a set of AMSR-E and MODIS images and estimated the area of a sea ice floe as a function of time.
Fichier principal
Vignette du fichier
price.pdf (865.45 Ko) Télécharger le fichier
Origin : Files produced by the author(s)
Loading...

Dates and versions

hal-00874537 , version 1 (18-10-2013)

Identifiers

  • HAL Id : hal-00874537 , version 1

Cite

Claudio Price, Yuliya Tarabalka, Ludovic Brucker. Graph-Based Method for Multitemporal Segmentation of Sea Ice Floes from Satellite Data. Latin American Remote Sensing Week, Oct 2013, Santiago, Chile. ⟨hal-00874537⟩
195 View
127 Download

Share

Gmail Facebook Twitter LinkedIn More