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...

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Bibliographic Details
Published in:	IEEE transactions on geoscience and remote sensing Vol. 56; no. 2; pp. 1046 - 1058
Main Authors:	Touati, Redha, Mignotte, Max
Format:	Journal Article
Language:	English
Published:	New York IEEE 01.02.2018 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Subjects:	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
Online Access:	Get full text
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