Multiannual Change Detection in Long and Dense Satellite Image Time Series Based on Dynamic Time Warping

High-resolution (HR) satellite image time series (SITS) are a valuable data source for analyzing land cover change (LCC) due to their large amount of spatial, spectral, and temporal information. However, most existing LCC detection methods focus on binary change detection (CD) within a single year a...

Full description

Autores:
Meshkini, Khatereh
Solano-Correa, Yady Tatiana
Bovolo, Francesca
Bruzzone, Lorenzo
Tipo de recurso:
Fecha de publicación:
2024
Institución:
Universidad Tecnológica de Bolívar
Repositorio:
Repositorio Institucional UTB
Idioma:
eng
OAI Identifier:
oai:repositorio.utb.edu.co:20.500.12585/12726
Acceso en línea:
https://hdl.handle.net/20.500.12585/12726
Palabra clave:
Dynamic time warping (DTW)
Hypertemporal feature
Land cover change (LCC)
Land cover (LC) transition
Multiannual
Remote sensing (RS)
LEMB
Rights
closedAccess
License
http://purl.org/coar/access_right/c_14cb