1.1k citations · 5.5k across the 27 of their papers we have counts for
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Multisource and Multitemporal Data Fusion in Remote Sensing
Pedram Ghamisi, Behnood Rasti, Naoto Yokoya +9
The sharp and recent increase in the availability of data captured by different sensors combined with their considerably heterogeneous natures poses a serious challenge for the eff…
Tensor Alignment Based Domain Adaptation for Hyperspectral Image Classification
Yao Qin, Lorenzo Bruzzone, Biao Li
This paper presents a tensor alignment (TA) based domain adaptation method for hyperspectral image (HSI) classification. To be specific, HSIs in both domains are first segmented in…
A local fingerprint for hydrophobicity and hydrophilicity: from methane to peptides
S. Pérez-Conesa, Pablo M. Piaggi, Michele Parrinello
An important characteristic that determines the behavior of a solute in water is whether it is hydrophobic or hydrophilic. The traditional classification is based on chemical exper…
Fast and Robust Matching for Multimodal Remote Sensing Image Registration
Yuanxin Ye, Lorenzo Bruzzone, Jie Shan +2
While image registration has been studied in remote sensing community for decades, registering multimodal data [e.g., optical, LiDAR, SAR, and map] remains a challenging problem be…
Recent Developments from Attribute Profiles for Remote Sensing Image Classification
Minh-Tan Pham, Sébastien Lefèvre, Erchan Aptoula +1
Morphological attribute profiles (APs) are among the most effective methods to model the spatial and contextual information for the analysis of remote sensing images, especially fo…
Learning Spectral-Spatial-Temporal Features via a Recurrent Convolutional Neural Network for Change Detection in Multispectral Imagery
Lichao Mou, Lorenzo Bruzzone, Xiao Xiang Zhu
Change detection is one of the central problems in earth observation and was extensively investigated over recent decades. In this paper, we propose a novel recurrent convolutional…