An Energy-Based Model Encoding Nonlocal Pairwise Pixel Interactions for Multisensor Change Detection

Image change detection (CD) is a challenging problem, particularly when images come from different sensors. In this paper, we present a novel and reliable CD model, which is first based on the estimation of a robust similarity-feature map generated from a pair of bitemporal heterogeneous remote sens...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	IEEE transactions on geoscience and remote sensing Ročník 56; číslo 2; s. 1046 - 1058
Hlavní autoři:	Touati, Redha, Mignotte, Max
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	New York IEEE 01.02.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Change detection Change detection (CD) Data acquisition Detection energy-based model Estimation FastMap Feature maps fusion of binary segmentations heterogeneous sensors Image acquisition Image detection Image processing Image segmentation Image sensors Interactions Mathematical models MDS Multidimensional scaling multidimensional scaling (MDS) mapping multimodal remote sensing multisensors multisource data Optical sensors pairwise pixel interactions Pixels Remote sensing Robustness Satellite imagery Satellites Scaling Similarity Synthetic aperture radar
ISSN:	0196-2892, 1558-0644
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!