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mixed pixels
Description:
Remote-sensing image pixels whose measured signals represent mixtures of multiple surface materials or land-cover classes.
Primary topic:
Remote-Sensing Image Classification (64%)
Related topics:
Remote-Sensing Image Classification (64%),
Remote Sensing in Agriculture (14%)
OpenAlex ID:
keywords/mixed-pixels
Spectral unmixing
2002
·
N. Keshava
, J.F. Mustard
·
IEEE Signal Processing Magazine
·
2,542
Remote Sensing Digital Image Analysis
1999
·
John A. Richards
, Xiuping Jia
·
Springer eBooks
·
1,535
Hyperspectral image classification and dimensionality reduction: an orthogonal subspace projection approach
1994
·
J.C. Harsanyi
, C.-I. Chang
·
IEEE Transactions on Geoscience and Remote Sensing
·
1,523
Detection algorithms for hyperspectral imaging applications
2002
·
D. Manolakis
, G. Shaw
·
IEEE Signal Processing Magazine
·
1,116
Sparse Unmixing of Hyperspectral Data
2011
·
Marian-Daniel Iordache
, José M. Bioucas-Dias
, et al.
·
IEEE Transactions on Geoscience and Remote Sensing
·
1,057
Linear mixing and the estimation of ground cover proportions
1993
·
J. J. SETTLE
, N. A. DRAKE
·
International Journal of Remote Sensing
·
921
PDF
Advances in Hyperspectral Image and Signal Processing: A Comprehensive Overview of the State of the Art
2017
·
Pedram Ghamisi
, Naoto Yokoya
, et al.
·
IEEE Geoscience and Remote Sensing Magazine
·
905
A review of supervised object-based land-cover image classification
2017
·
Lei Ma
, Manchun Li
, et al.
·
ISPRS Journal of Photogrammetry and Remote Sensing
·
902
PDF
On the derivation of kernels for kernel‐driven models of bidirectional reflectance
1995
·
W. Wanner
, X. Li
, et al.
·
Journal of Geophysical Research Atmospheres
·
805
Total Variation Spatial Regularization for Sparse Hyperspectral Unmixing
2012
·
Marian-Daniel Iordache
, José M. Bioucas-Dias
, et al.
·
IEEE Transactions on Geoscience and Remote Sensing
·
753
Spectral–Spatial Hyperspectral Image Segmentation Using Subspace Multinomial Logistic Regression and Markov Random Fields
2011
·
Jun Li
, José M. Bioucas-Dias
, et al.
·
IEEE Transactions on Geoscience and Remote Sensing
·
733
Object-based crop identification using multiple vegetation indices, textural features and crop phenology
2011
·
José M. Peña-Barragán
, Moffatt K. Ngugi
, et al.
·
Remote Sensing of Environment
·
629
Comparing Landsat water index methods for automated water classification in eastern Australia
2016
·
Adrian Fisher
, Neil Flood
, et al.
·
Remote Sensing of Environment
·
617
Decision tree regression for soft classification of remote sensing data
2005
·
M XU
, P WATANACHATURAPORN
, et al.
·
Remote Sensing of Environment
·
607
An Analysis of Histogram-Based Thresholding Algorithms
1993
·
C.A. Glasbey
·
CVGIP Graphical Models and Image Processing
·
592
Mapping and sampling to characterize global inland water dynamics from 1999 to 2018 with full Landsat time-series
2020
·
Amy H. Pickens
, Matthew C. Hansen
, et al.
·
Remote Sensing of Environment
·
516
Approaches for the production and evaluation of fuzzy land cover classifications from remotely-sensed data
1996
·
G. M. FOODY
·
International Journal of Remote Sensing
·
492
Collaborative Sparse Regression for Hyperspectral Unmixing
2013
·
Marian-Daniel Iordache
, Jose M. Bioucas-Dias
, et al.
·
IEEE Transactions on Geoscience and Remote Sensing
·
486
Fuzzy classification of remote sensing images
1990
·
F. Wang
·
IEEE Transactions on Geoscience and Remote Sensing
·
472
A detailed comparison of backpropagation neural network and maximum-likelihood classifiers for urban land use classification
1995
·
J.D. Paola
, R.A. Schowengerdt
·
IEEE Transactions on Geoscience and Remote Sensing
·
414
The use of small training sets containing mixed pixels for accurate hard image classification: Training on mixed spectral responses for classification by a SVM
2006
·
Giles M. Foody
, Ajay Mathur
·
Remote Sensing of Environment
·
410
Manifold Regularized Sparse NMF for Hyperspectral Unmixing
2012
·
Xiaoqiang Lu
, Hao Wu
, et al.
·
IEEE Transactions on Geoscience and Remote Sensing
·
394
Combining agricultural crop models and satellite observations: From field to regional scales
1998
·
S. Moulin
, A. Bondeau
, et al.
·
International Journal of Remote Sensing
·
386
Mapping cropping intensity in China using time series Landsat and Sentinel-2 images and Google Earth Engine
2019
·
Luo Liu
, Xiangming Xiao
, et al.
·
Remote Sensing of Environment
·
375
Sub-pixel land cover composition estimation using a linear mixture model and fuzzy membership functions
1994
·
G. M. FOODY
, D. P. COX
·
International Journal of Remote Sensing
·
353
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Works count:
2,755
Citation count:
62,370
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