8.3.11 Cloud Detection and Extraction

Chapter Contents (Back)
Cloud Detection. See also Shadow Detection and Extraction.

Liu, Z.K., Hunt, B.R.,
A New Approach to Removing Cloud Cover from Satellite Imagery,
CVGIP(25), No. 2, February 1984, pp. 252-256.
WWW Link. Clouds are low texture compared to ground. BibRef 8402

Hou, P., Petrou, M., Underwood, C.I., Hojjatoleslami, A.,
Improving JPEG Performance in Conjunction with Cloud Editing for Remote Sensing Applications,
GeoRS(38), No. 1, January 2000, pp. 515-524.
IEEE Top Reference. 0002
BibRef

Hou, P., Hojjatoleslami, S., Petrou, M.[Maria], Underwood, C.I., Kittler, J.V.[Josef V.],
Improved JPEG Coding for Remote Sensing,
ICPR98(Vol II: 1637-1639).
IEEE DOI 9808
BibRef

Kokhanovsky, A.A.,
The influence of horizontal inhomogeneity on radiative characteristics of clouds: an asymptotic case study,
GeoRS(41), No. 4, April 2003, pp. 817-825.
IEEE Abstract. 0307
BibRef

Falcone, A.K.[Amanda K.], Azimi-Sadjadi, M.R.[Mahmood R.], Kankiewicz, J.A.[J. Adam],
Dual-Satellite Cloud Product Generation Using Temporally Updated Canonical Coordinate Features,
GeoRS(45), No. 4, April 2007, pp. 1046-1060.
IEEE DOI 0704
BibRef

Wang, M., Shi, W.,
Cloud Masking for Ocean Color Data Processing in the Coastal Regions,
GeoRS(44), No. 11, November 2006, pp. 3196-3105.
IEEE DOI 0611
BibRef

Melgani, F.,
Contextual Reconstruction of Cloud-Contaminated Multitemporal Multispectral Images,
GeoRS(44), No. 2, February 2006, pp. 442-455.
IEEE DOI 0602
BibRef

Gabarda, S.[Salvador], Cristobal, G.[Gabriel],
Cloud covering denoising through image fusion,
IVC(25), No. 5, 1 May 2007, pp. 523-530.
WWW Link. 0703
Cloud Removal. Wigner distribution; Image fusion; Image enhancement See also Blind image quality assessment through anisotropy. BibRef

Gomez-Chova, L., Camps-Valls, G., Calpe-Maravilla, J., Guanter, L., Moreno, J.,
Cloud-Screening Algorithm for ENVISAT/MERIS Multispectral Images,
GeoRS(45), No. 12, December 2007, pp. 4105-4118.
IEEE DOI 0711
BibRef

Gomez-Chova, L., Zurita-Milla, R., Alonso, L., Amoros-Lopez, J., Guanter, L., Camps-Valls, G.,
Gridding Artifacts on Medium-Resolution Satellite Image Time Series: MERIS Case Study,
GeoRS(49), No. 7, July 2011, pp. 2601-2611.
IEEE DOI 1107
BibRef

Zurita-Milla, R., Gomez-Chova, L., Guanter, L., Clevers, J.G.P.W., Camps-Valls, G.,
Multitemporal Unmixing of Medium-Spatial-Resolution Satellite Images: A Case Study Using MERIS Images for Land-Cover Mapping,
GeoRS(49), No. 11, November 2011, pp. 4308-4317.
IEEE DOI 1112
BibRef

Jedlovec, G., Haines, S.L., LaFontaine, F.J.,
Spatial and Temporal Varying Thresholds for Cloud Detection in GOES Imagery,
GeoRS(46), No. 6, June 2008, pp. 1705-1717.
IEEE DOI 0711
BibRef

Minnis, P., Trepte, Q.Z., Sun-Mack, S., Chen, Y., Doelling, D.R., Young, D.F., Spangenberg, D.A., Miller, W.F., Wielicki, B.A., Brown, R.R., Gibson, S.C., Geier, E.B.,
Cloud Detection in Nonpolar Regions for CERES Using TRMM VIRS and Terra and Aqua MODIS Data,
GeoRS(46), No. 11, November 2008, pp. 3857-3884.
IEEE DOI 0812
BibRef

Harshvardhan,, Zhao, G., di Girolamo, L., Green, R.N.,
Satellite-Observed Location of Stratocumulus Cloud-Top Heights in the Presence of Strong Inversions,
GeoRS(47), No. 5, May 2009, pp. 1421-1428.
IEEE DOI 0904
BibRef

Kokhanovsky, A.A., Naud, C.M., Devasthale, A.,
Intercomparison of Ground-Based Radar and Satellite Cloud-Top Height Retrievals for Overcast Single-Layered Cloud Fields,
GeoRS(47), No. 7, July 2009, pp. 1901-1908.
IEEE DOI 0906
BibRef

Maestri, T., Holz, R.E.,
Retrieval of Cloud Optical Properties From Multiple Infrared Hyperspectral Measurements: A Methodology Based on a Line-by-Line Multiple-Scattering Code,
GeoRS(47), No. 8, August 2009, pp. 2413-2426.
IEEE DOI 0907
BibRef

Fraser, A.D., Massom, R.A., Michael, K.J.,
A Method for Compositing Polar MODIS Satellite Images to Remove Cloud Cover for Landfast Sea-Ice Detection,
GeoRS(47), No. 9, September 2009, pp. 3272-3282.
IEEE DOI 0909
BibRef

El-Araby, E.[Esam], El-Ghazawi, T.[Tarek], Le Moigne, J.[Jacqueline], Irish, R.[Richard],
Reconfigurable processing for satellite on-board automatic cloud cover assessment,
RealTimeIP(4), No. 3, August 2009, pp. xx-yy.
Springer DOI 0909
BibRef

Zhang, C.J., Wang, X.D.,
Typhoon cloud image enhancement and reducing speckle with genetic algorithm in stationary wavelet domain,
IET-IPR(3), No. 4, August 2009, pp. 200-216.
DOI Link 0909
BibRef

Gomez-Chova, L., Camps-Valls, G., Bruzzone, L., Calpe-Maravilla, J.,
Mean Map Kernel Methods for Semisupervised Cloud Classification,
GeoRS(48), No. 1, January 2010, pp. 207-220.
IEEE DOI 1001
BibRef

Izquierdo-Verdiguier, E., Gomez-Chova, L., Bruzzone, L., Camps-Valls, G.,
Semisupervised Kernel Feature Extraction for Remote Sensing Image Analysis,
GeoRS(52), No. 9, Sept 2014, pp. 5567-5578.
IEEE DOI 1407
feature extraction BibRef

Romero, A., Gatta, C., Camps-Valls, G.,
Unsupervised Deep Feature Extraction for Remote Sensing Image Classification,
GeoRS(54), No. 3, March 2016, pp. 1349-1362.
IEEE DOI 1603
Computer architecture BibRef

Brocard, E., Schneebeli, M., Matzler, C.,
Detection of Cirrus Clouds Using Infrared Radiometry,
GeoRS(49), No. 2, February 2011, pp. 595-602.
IEEE DOI 1102
BibRef

Sedano, F.[Fernando], Kempeneers, P.[Pieter], Strobl, P.[Peter], Kucera, J.[Jan], Vogt, P.[Peter], Seebach, L.[Lucia], San-Miguel-Ayanz, J.[Jesús],
A cloud mask methodology for high resolution remote sensing data combining information from high and medium resolution optical sensors,
PandRS(66), No. 5, September 2011, pp. 588-596.
Elsevier DOI 1110
Cloud mask; Data fusion; High resolution; Medium resolution; Region growing BibRef

Taylor, T.E., O'Dell, C.W., O'Brien, D.M., Kikuchi, N., Yokota, T., Nakajima, T.Y., Ishida, H., Crisp, D., Nakajima, T.,
Comparison of Cloud-Screening Methods Applied to GOSAT Near-Infrared Spectra,
GeoRS(50), No. 1, January 2012, pp. 295-309.
IEEE DOI 1201
BibRef

Scaramuzza, P.L., Bouchard, M.A., Dwyer, J.L.,
Development of the Landsat Data Continuity Mission Cloud-Cover Assessment Algorithms,
GeoRS(50), No. 4, April 2012, pp. 1140-1154.
IEEE DOI 1204
BibRef

Poggio, L.[Laura], Gimona, A.[Alessandro], Brown, I.[Iain],
Spatio-temporal MODIS EVI gap filling under cloud cover: An example in Scotland,
PandRS(72), No. 1, August 2012, pp. August 2012, 56-72.
Elsevier DOI 1209
Interpolation; Kriging; Cloud cover; Covariates; Digital elevation model; Prediction BibRef

Yang, Y., Marshak, A., Palm, S.P., Wang, Z., Schaaf, C.,
Assessment of Cloud Screening With Apparent Surface Reflectance in Support of the ICESat-2 Mission,
GeoRS(51), No. 2, February 2013, pp. 1037-1045.
IEEE DOI 1302
BibRef

Ou, S.S.C., Kahn, B.H., Liou, K.N., Takano, Y., Schreier, M.M., Yue, Q.,
Retrieval of Cirrus Cloud Properties From the Atmospheric Infrared Sounder: The k-Coefficient Approach Using Cloud-Cleared Radiances as Input,
GeoRS(51), No. 2, February 2013, pp. 1010-1024.
IEEE DOI 1302
BibRef

Wilson, M.J., Oreopoulos, L.,
Enhancing a Simple MODIS Cloud Mask Algorithm for the Landsat Data Continuity Mission,
GeoRS(51), No. 2, February 2013, pp. 723-731.
IEEE DOI 1302
BibRef

Barnes, B.B., Hu, C.[Chuanmin],
A Hybrid Cloud Detection Algorithm to Improve MODIS Sea Surface Temperature Data Quality and Coverage Over the Eastern Gulf of Mexico,
GeoRS(51), No. 6, 2013, pp. 3273-3285.
IEEE DOI 1307
clouds; Moderate Resolution Imaging Spectroradiometer (MODIS) BibRef

King, M.D., Platnick, S., Menzel, W.P., Ackerman, S.A., Hubanks, P.A.,
Spatial and Temporal Distribution of Clouds Observed by MODIS Onboard the Terra and Aqua Satellites,
GeoRS(51), No. 7, 2013, pp. 3826-3852.
IEEE DOI 1307
Clouds; Ice; cloud remote sensing BibRef

Jethva, H., Torres, O., Remer, L.A., Bhartia, P.K.[Pawan K.],
A Color Ratio Method for Simultaneous Retrieval of Aerosol and Cloud Optical Thickness of Above-Cloud Absorbing Aerosols From Passive Sensors: Application to MODIS Measurements,
GeoRS(51), No. 7, 2013, pp. 3862-3870.
IEEE DOI 1307
Clouds; color ratio BibRef

Eckardt, R.[Robert], Berger, C.[Christian], Thiel, C.[Christian], Schmullius, C.[Christiane],
Removal of Optically Thick Clouds from Multi-Spectral Satellite Images Using Multi-Frequency SAR Data,
RS(5), No. 6, 2013, pp. 2973-3006.
DOI Link 1307
BibRef

Vivone, G., Addesso, P., Conte, R., Longo, M., Restaino, R.,
A Class of Cloud Detection Algorithms Based on a MAP-MRF Approach in Space and Time,
GeoRS(52), No. 8, August 2014, pp. 5100-5115.
IEEE DOI 1403
Bayes methods BibRef

Cheng, Q.[Qing], Shen, H.F.[Huan-Feng], Zhang, L.P.[Liang-Pei], Yuan, Q.Q.[Qiang-Qiang], Zeng, C.[Chao],
Cloud removal for remotely sensed images by similar pixel replacement guided with a spatio-temporal MRF model,
PandRS(92), No. 1, 2014, pp. 54-68.
Elsevier DOI 1407
Cloud removal BibRef

Hughes, M.J.[M. Joseph], Hayes, D.J.[Daniel J.],
Automated Detection of Cloud and Cloud Shadow in Single-Date Landsat Imagery Using Neural Networks and Spatial Post-Processing,
RS(6), No. 6, 2014, pp. 4907-4926.
DOI Link 1407
BibRef

Musial, J.P.[Jan Pawel], Hüsler, F.[Fabia], Sütterlin, M.[Melanie], Neuhaus, C.[Christoph], Wunderle, S.[Stefan],
Daytime Low Stratiform Cloud Detection on AVHRR Imagery,
RS(6), No. 6, 2014, pp. 5124-5150.
DOI Link 1407
BibRef

Manolakis, D., Golowich, S., DiPietro, R.,
Long-Wave Infrared Hyperspectral Remote Sensing of Chemical Clouds: A focus on signal processing approaches,
SPMag(31), No. 4, July 2014, pp. 120-141.
IEEE DOI 1407
Chemical sensors BibRef

Thompson, D.R., Green, R.O., Keymeulen, D., Lundeen, S.K., Mouradi, Y., Nunes, D.C., Castano, R., Chien, S.,
Rapid Spectral Cloud Screening Onboard Aircraft and Spacecraft,
GeoRS(52), No. 11, November 2014, pp. 6779-6792.
IEEE DOI 1407
Brightness BibRef

Zhang, Q., Xiao, C.,
Cloud Detection of RGB Color Aerial Photographs by Progressive Refinement Scheme,
GeoRS(52), No. 11, November 2014, pp. 7264-7275.
IEEE DOI 1407
Accuracy BibRef

Jin, W.[Wei], Wang, L.[Lei], Zeng, X.[Xingbin], Liu, Z.[Zhen], Fu, R.[Randi],
Classification of clouds in satellite imagery using over-complete dictionary via sparse representation,
PRL(49), No. 1, 2014, pp. 193-200.
Elsevier DOI 1410
Over-complete dictionary BibRef

Shen, H.F.[Huan-Feng], Li, H.F.[Hui-Fang], Qian, Y.[Yan], Zhang, L.P.[Liang-Pei], Yuan, Q.Q.[Qiang-Qiang],
An effective thin cloud removal procedure for visible remote sensing images,
PandRS(96), No. 1, 2014, pp. 224-235.
Elsevier DOI 1410
Thin cloud removal BibRef

Li, X.H.[Xing-Hua], Shen, H.F.[Huan-Feng], Zhang, L.P.[Liang-Pei], Li, H.F.[Hui-Fang],
Sparse-based reconstruction of missing information in remote sensing images from spectral/temporal complementary information,
PandRS(106), No. 1, 2015, pp. 1-15.
Elsevier DOI 1507
Analysis model BibRef

Bojanowski, J.S.[Jedrzej S.], Stöckli, R.[Reto], Tetzlaff, A.[Anke], Kunz, H.[Heike],
The Impact of Time Difference between Satellite Overpass and Ground Observation on Cloud Cover Performance Statistics,
RS(6), No. 12, 2014, pp. 12866-12884.
DOI Link 1412
BibRef

Yanovsky, I., Davis, A.B.,
Separation of a Cirrus Layer and Broken Cumulus Clouds in Multispectral Images,
GeoRS(53), No. 5, May 2015, pp. 2275-2285.
IEEE DOI 1502
atmospheric techniques BibRef

Kovalskyy, V.[Valeriy], Roy, D.P.[David P.],
A One Year Landsat 8 Conterminous United States Study of Cirrus and Non-Cirrus Clouds,
RS(7), No. 1, 2015, pp. 564-578.
DOI Link 1502
BibRef

Taravat, A.[Alireza], Proud, S.[Simon], Peronaci, S.[Simone], Frate, F.D.[Fabio Del], Oppelt, N.[Natascha],
Multilayer Perceptron Neural Networks Model for Meteosat Second Generation SEVIRI Daytime Cloud Masking,
RS(7), No. 2, 2015, pp. 1529-1539.
DOI Link 1503
BibRef

Yu, L.[Ling], Ball, S.B.[Sheryl B.], Blinn, C.E.[Christine E.], Moeltner, K.[Klaus], Peery, S.[Seth], Thomas, V.A.[Valerie A.], Wynne, R.H.[Randolph H.],
Cloud-Sourcing: Using an Online Labor Force to Detect Clouds and Cloud Shadows in Landsat Images,
RS(7), No. 3, 2015, pp. 2334-2351.
DOI Link 1504
BibRef

Fuchs, J.[Julia], Cermak, J.[Jan],
Where Aerosols Become Clouds: Potential for Global Analysis Based on CALIPSO Data,
RS(7), No. 4, 2015, pp. 4178-4190.
DOI Link 1505
BibRef

Paul, S.[Stephan], Willmes, S.[Sascha], Gutjahr, O.[Oliver], Preußer, A.[Andreas], Heinemann, G.[Günther],
Spatial Feature Reconstruction of Cloud-Covered Areas in Daily MODIS Composites,
RS(7), No. 5, 2015, pp. 5042-5056.
DOI Link 1506
BibRef

Daniels, J.L., Smith, G.L., Priestley, K.J., Thomas, S.,
Using Lunar Observations to Validate In-Flight Calibrations of Clouds and the Earth's Radiant Energy System Instruments,
GeoRS(53), No. 9, September 2015, pp. 5110-5116.
IEEE DOI 1506
Calibration BibRef

Daniels, J.L., Smith, G.L., Priestley, K.J., Thomas, S.,
Using Lunar Observations to Validate Clouds and the Earth's Radiant Energy System Pointing Accuracy,
GeoRS(54), No. 1, January 2016, pp. 65-73.
IEEE DOI 1601
atmospheric radiation BibRef

Lin, C.H.[Chao-Hung], Lin, B.Y.[Bo-Yi], Lee, K.Y.[Kuan-Yi], Chen, Y.C.[Yi-Chen],
Radiometric normalization and cloud detection of optical satellite images using invariant pixels,
PandRS(106), No. 1, 2015, pp. 107-117.
Elsevier DOI 1507
Cloud detection BibRef

Heidinger, A.K.[Andrew K.], Li, Y.[Yue], Baum, B.A.[Bryan A.], Holz, R.E.[Robert E.], Platnick, S.[Steven], Yang, P.[Ping],
Retrieval of Cirrus Cloud Optical Depth under Day and Night Conditions from MODIS Collection 6 Cloud Property Data,
RS(7), No. 6, 2015, pp. 7257.
DOI Link 1507
BibRef

Liu, S.[Shuang], Zhang, Z.[Zhong], Xiao, B.H.[Bai-Hua], Cao, X.Z.[Xiao-Zhong],
Learning Discriminative Features for Ground-Based Cloud Classification via Mutual Information Maximization,
IEICE(E98-D), No. 7, July 2015, pp. 1422-1425.
WWW Link. 1508
BibRef

Thies, B.[Boris], Groos, A.[Alexander], Schulz, M.[Martin], Li, C.F.[Ching-Feng], Chang, S.C.[Shih-Chieh], Bendix, J.[Jörg],
Frequency of Low Clouds in Taiwan Retrieved from MODIS Data and Its Relation to Cloud Forest Occurrence,
RS(7), No. 10, 2015, pp. 12986.
DOI Link 1511
BibRef

Liu, S.[Shuang], Zhang, Z.[Zhong], Cao, X.Z.[Xiao-Zhong],
Compact Sparse Coding for Ground-Based Cloud Classification,
IEICE(E98-D), No. 11, November 2015, pp. 2003-2007.
WWW Link. 1512
BibRef

Liu, S.[Shuang], Wang, C.H.[Chun-Heng], Xiao, B.H.[Bai-Hua], Zhang, Z.[Zhong], Shao, Y.X.[Yun-Xue],
Soft-signed sparse coding for ground-based cloud classification,
ICPR12(2214-2217).
WWW Link. 1302
BibRef
And:
Ground-based cloud classification using multiple random projections,
CVRS12(7-12).
IEEE DOI 1302
BibRef

Xu, M., Pickering, M., Plaza, A.J., Jia, X.,
Thin Cloud Removal Based on Signal Transmission Principles and Spectral Mixture Analysis,
GeoRS(54), No. 3, March 2016, pp. 1659-1669.
IEEE DOI 1603
Absorption BibRef

Eberhardt, I.D.R.[Isaque Daniel Rocha], Schultz, B.[Bruno], Rizzi, R.[Rodrigo], Sanches, I.D.[Ieda Del'Arco], Formaggio, A.R.[Antonio Roberto], Atzberger, C.[Clement], Mello, M.P.[Marcio Pupin], Immitzer, M.[Markus], Trabaquini, K.[Kleber], Foschiera, W.[William], Luiz, A.J.B.[Alfredo José Barreto],
Cloud Cover Assessment for Operational Crop Monitoring Systems in Tropical Areas,
RS(8), No. 3, 2016, pp. 219.
DOI Link 1604
BibRef

Xu, M., Jia, X., Pickering, M., Plaza, A.J.,
Cloud Removal Based on Sparse Representation via Multitemporal Dictionary Learning,
GeoRS(54), No. 5, May 2016, pp. 2998-3006.
IEEE DOI 1604
clouds BibRef

Chen, S., Chen, X., Chen, J., Jia, P., Cao, X., Liu, C.,
An Iterative Haze Optimized Transformation for Automatic Cloud/Haze Detection of Landsat Imagery,
GeoRS(54), No. 5, May 2016, pp. 2682-2694.
IEEE DOI 1604
atmospheric optics BibRef

Heidinger, A.[Andrew], Foster, M.[Michael], Botambekov, D.[Denis], Hiley, M.[Michael], Walther, A.[Andi], Li, Y.[Yue],
Using the NASA EOS A-Train to Probe the Performance of the NOAA PATMOS-x Cloud Fraction CDR,
RS(8), No. 6, 2016, pp. 511.
DOI Link 1608
BibRef

Bai, T.[Ting], Li, D.R.[De-Ren], Sun, K.[Kaimin], Chen, Y.[Yepei], Li, W.[Wenzhuo],
Cloud Detection for High-Resolution Satellite Imagery Using Machine Learning and Multi-Feature Fusion,
RS(8), No. 9, 2016, pp. 715.
DOI Link 1610
BibRef

Wu, T.[Teng], Hu, X.Y.[Xiang-Yun], Zhang, Y.[Yong], Zhang, L.[Lulin], Tao, P.J.[Peng-Jie], Lu, L.P.[Lu-Ping],
Automatic cloud detection for high resolution satellite stereo images and its application in terrain extraction,
PandRS(121), No. 1, 2016, pp. 143-156.
Elsevier DOI 1609
Terrian extraction BibRef

Tan, K.[Kai], Zhang, Y.J.[Yong-Jun], Tong, X.[Xin],
Cloud Extraction from Chinese High Resolution Satellite Imagery by Probabilistic Latent Semantic Analysis and Object-Based Machine Learning,
RS(8), No. 11, 2016, pp. 963.
DOI Link 1612
BibRef

Chen, B., Huang, B., Chen, L., Xu, B.,
Spatially and Temporally Weighted Regression: A Novel Method to Produce Continuous Cloud-Free Landsat Imagery,
GeoRS(55), No. 1, January 2017, pp. 27-37.
IEEE DOI 1701
feature extraction BibRef

Sun, L.[Lin], Mi, X.T.[Xue-Ting], Wei, J.[Jing], Wang, J.[Jian], Tian, X.P.[Xin-Peng], Yu, H.Y.[Hui-Yong], Gan, P.[Ping],
A cloud detection algorithm-generating method for remote sensing data at visible to short-wave infrared wavelengths,
PandRS(124), No. 1, 2017, pp. 70-88.
Elsevier DOI 1702
Hyperspectral sensor BibRef

Chung, C.Y.[Chu-Yong], Francis, P.N.[Peter N.], Saunders, R.W.[Roger W.], Kim, J.[Jhoon],
Comparison of SEVIRI-Derived Cloud Occurrence Frequency and Cloud-Top Height with A-Train Data,
RS(9), No. 1, 2017, pp. xx-yy.
DOI Link 1702
BibRef

Shao, Z.F.[Zhen-Feng], Deng, J.[Juan], Wang, L.[Lei], Fan, Y.[Yewen], Sumari, N.S.[Neema S.], Cheng, Q.[Qimin],
Fuzzy AutoEncode Based Cloud Detection for Remote Sensing Imagery,
RS(9), No. 4, 2017, pp. xx-yy.
DOI Link 1705
BibRef

Romano, F.[Filomena], Cimini, D.[Domenico], Nilo, S.T.[Saverio T.], Paola, F.D.[Francesco Di], Ricciardelli, E.[Elisabetta], Ripepi, E.[Ermann], Viggiano, M.[Mariassunta],
The Role of Emissivity in the Detection of Arctic Night Clouds,
RS(9), No. 5, 2017, pp. xx-yy.
DOI Link 1706
BibRef

Tahsin, S.[Subrina], Medeiros, S.C.[Stephen C.], Hooshyar, M.[Milad], Singh, A.[Arvind],
Optical Cloud Pixel Recovery via Machine Learning,
RS(9), No. 6, 2017, pp. xx-yy.
DOI Link 1706
BibRef

Kim, M.[Miae], Im, J.[Jungho], Park, H.[Haemi], Park, S.[Seonyoung], Lee, M.I.[Myong-In], Ahn, M.H.[Myoung-Hwan],
Detection of Tropical Overshooting Cloud Tops Using Himawari-8 Imagery,
RS(9), No. 7, 2017, pp. xx-yy.
DOI Link 1708
BibRef

Xu, L., Wong, A., Clausi, D.A.,
A Novel Bayesian Spatial -Temporal Random Field Model Applied to Cloud Detection From Remotely Sensed Imagery,
GeoRS(55), No. 9, September 2017, pp. 4913-4924.
IEEE DOI 1709
Bayes methods, clouds, Correlation, graph cut, Markov random field, (MRF) BibRef

Mishra, P., Garg, A., Singh, D.,
Critical Analysis of Model-Based Incoherent Polarimetric Decomposition Methods and Investigation of Deorientation Effect,
GeoRS(55), No. 9, September 2017, pp. 4868-4877.
IEEE DOI 1709
bare soil, Synthetic aperture radar, Urban areas, Vegetation mapping, BibRef

Zhong, N., Yang, W., Cherian, A., Yang, X., Xia, G.S., Liao, M.,
Unsupervised Classification of Polarimetric SAR Images via Riemannian Sparse Coding,
GeoRS(55), No. 9, September 2017, pp. 5381-5390.
IEEE DOI 1709
unsupervised polarimetric SAR image classification, BibRef

Ye, L.[Liang], Cao, Z.G.[Zhi-Guo], Xiao, Y.[Yang],
DeepCloud: Ground-Based Cloud Image Categorization Using Deep Convolutional Features,
GeoRS(55), No. 10, October 2017, pp. 5729-5740.
IEEE DOI 1710
cloud image feature extraction approach, deep convolutional features, ground-based cloud image categorization, BibRef

Ye, L.[Liang], Cao, Z.G.[Zhi-Guo], Xiao, Y.[Yang], Li, W.[Wei],
Ground-based cloud image categorization using deep convolutional visual features,
ICIP15(4808-4812)
IEEE DOI 1512
Fisher Vector BibRef

Zhuge, X.Y., Zou, X., Wang, Y.,
A Fast Cloud Detection Algorithm Applicable to Monitoring and Nowcasting of Daytime Cloud Systems,
GeoRS(55), No. 11, November 2017, pp. 6111-6119.
IEEE DOI 1711
Atmospheric modeling, Clouds, Detection algorithms, Ocean temperature, Satellites, Sea surface, Surface waves, Clouds, meteorology, remote sensing, satellite, application BibRef


Enomoto, K., Sakurada, K., Wang, W., Fukui, H., Matsuoka, M., Nakamura, R., Kawaguchi, N.,
Filmy Cloud Removal on Satellite Imagery with Multispectral Conditional Generative Adversarial Nets,
EarthVision17(1533-1541)
IEEE DOI 1709
Clouds, Colored noise, Image color analysis, Satellites, Spatial resolution, Synthetic aperture radar, Training BibRef

Wu, L.F.[Li-Fang], He, J.Y.[Jiao-Yu], Jian, M.[Meng], Zhang, J.A.[Jian-An], Zou, Y.Z.[Yun-Zhen],
Fast cloud image segmentation with superpixel analysis based convolutional networks,
WSSIP17(1-5)
IEEE DOI 1707
Clouds, Convolution, Image segmentation, Imaging, Radar imaging, Training, Cloud image, Cloud segmentation, Convolutional neural networks, Superpixel, analysis BibRef

Ke, J., Sowmya, A., Guo, Y., Bednarz, T., Buckley, M.,
Efficient GPU Computing Framework of Cloud Filtering in Remotely Sensed Image Processing,
DICTA16(1-8)
IEEE DOI 1701
Dynamic programming BibRef

Wang, J., Olsen, P.A., Conn, A.R., Lozano, A.C.,
Removing Clouds and Recovering Ground Observations in Satellite Image Sequences via Temporally Contiguous Robust Matrix Completion,
CVPR16(2754-2763)
IEEE DOI 1612
BibRef

Lee, K.Y.[Kuan-Yi], Lin, C.H.[Chao-Hung],
Cloud Detection Of Optical Satellite Images Using Support Vector Machine,
ISPRS16(B7: 289-293).
DOI Link 1610
BibRef

Zhou, G.Q.[Guo-Qing], Zhou, X.[Xiang], Yue, T.[Tao], Liu, Y.L.[Yi-Long],
An Optional Threshold with SVM Cloud Detection Algorithm and DSP Implementation,
ISPRS16(B8: 771-777).
DOI Link 1610
BibRef

Idder, H.I.B., Laachfoubi, N.,
Cloud Motion Estimation in Satellite Image Sequences by Tracking Skeleton Critical Points Using Lucas-Kanade Method,
CGiV16(178-183)
IEEE DOI 1608
computer vision BibRef

Zhao, M.M.[Mu-Ming], Zhang, C.Y.[Chong-Yang], Zhang, W.J.[Wen-Jun], Li, W.[Wei], Zhang, J.[Jian],
Decorrelation-stretch based cloud detection for total sky images,
VCIP15(1-4)
IEEE DOI 1605
Algorithm design and analysis BibRef

Murdock, C., Jacobs, N., Pless, R.,
Building Dynamic Cloud Maps from the Ground Up,
ICCV15(684-692)
IEEE DOI 1602
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Earlier:
Webcam2Satellite: Estimating cloud maps from webcam imagery,
WACV13(214-221).
IEEE DOI 1303
Clouds. Ground based. BibRef

Dev, S.[Soumyabrata], Lee, Y.H.[Yee Hui], Winkler, S.[Stefan],
Categorization of cloud image patches using an improved texton-based approach,
ICIP15(422-426)
IEEE DOI 1512
Cloud texture; classification; ground-based sky imaging BibRef

Dev, S.[Soumyabrata], Lee, Y.H.[Yee Hui], Winkler, S.[Stefan],
Multi-level semantic labeling of Sky/cloud images,
ICIP15(636-640)
IEEE DOI 1512
Clustering; ground-based sky imaging; likelihood estimation BibRef

Liu, X.W.[Xiu-Wen], Sharma, A., Yang, X.J.[Xiao-Jun], Nye, N.,
A scalable spatiotemporal inference framework based on statistical shape analysis for natural ecosystem monitoring by remote sensing,
MultiTemp15(1-4)
IEEE DOI 1511
clouds BibRef

Cerra, D., Bieniarz, J., Müller, R., Reinartz, P.,
Cloud Removal From Sentinel-2 Image Time Series Through Sparse Reconstruction From Random Samples,
ISPRS16(B3: 469-473).
DOI Link 1610
BibRef
Earlier: A1, A3, A4, Only:
Cloud removal in image time series through unmixing,
MultiTemp15(1-4)
IEEE DOI 1511
clouds BibRef

Chang, C.[Carolina], Vaca, F.[Fernando],
Automatic Detection of Clouds from Aerial Photographs of Snowy Volcanoes,
MCPR15(145-155).
Springer DOI 1506
BibRef

Dev, S.[Soumyabrata], Lee, Y.H.[Yee Hui], Winkler, S.[Stefan],
Systematic study of color spaces and components for the segmentation of sky/cloud images,
ICIP14(5102-5106)
IEEE DOI 1502
Clouds BibRef

Peng, K.C.[Kuan-Chuan], Chen, T.H.[Tsu-Han],
Incorporating Cloud Distribution in Sky Representation,
ICCV13(2152-2159)
IEEE DOI 1403
BibRef

Shahrisvand, M., Akhoondzadeh, M.,
A Comparison of Empirical and Inteligent Methods for Dust Detection Using Modis Satellite Data,
SMPR13(371-375).
HTML Version. 1311
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Khodabandehloo, E., Alimohamdadi, A., Sadeghi-Niaraki, A., Boloorani, A.D.[A. Darvishi], Alesheikh, A.A.,
Spatiotemporal Modelling of Dust Storm Sources Emission in West Asia,
SMPR13(235-239).
HTML Version. 1311
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Shams, S.B.[S. Bahramvash], Mohammadzade, A.,
Using Aerosol Reflectance for Dust Detection,
SMPR13(85-89).
HTML Version. 1311
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Yu, C.H.[Chang-Hui], Yuan, Y.[Yuan], Miao, M.J.[Min-Jing], Zhu, M.L.[Meng-Lu],
Cloud Detection Method Based on Feature Extraction in Remote Sensing Images,
ISSDQ13(173-177).
HTML Version. 1311
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Moghaddam, Y.J.[Y. Jouybari], Aghamohamadnia, M.,
A Novel Method for Cloud Detection in MODIS Imagery,
SMPR13(221-224).
HTML Version. 1311
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Bernecker, D.[David], Riess, C.[Christian], Christlein, V.[Vincent], Angelopoulou, E.[Elli],
Representation Learning for Cloud Classification,
GCPR13(395-404).
Springer DOI 1311
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Xu, L., Fang, S., Niu, R., Li, J.,
Cloud Detection Based On Decision Tree Over Tibetan Plateau With Modis Data,
ISPRS12(XXXIX-B8:535-538).
DOI Link 1209
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Yamashita, M., Yoshimura, M.,
Ground-based Cloud Observation For Satellite-based Cloud Discrimination And Its Validation,
ISPRS12(XXXIX-B8:137-140).
DOI Link 1209
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Cunin, L., Nonin, P., Janoth, J., Bernard, M.,
Extracting Precise and Affordable Dems Despite of the Clouds. Ajax: The Joining Of Radar And Optical Strengths,
ISPRS12(XXXIX-B4:271-274).
DOI Link 1209
BibRef

Champion, N.,
Automatic Cloud Detection From Multi-temporal Satellite Images: Towards the Use of PlÉiades Time Series,
ISPRS12(XXXIX-B3:559-564).
DOI Link 1209
BibRef

Alkhatib, M.Q.[Mohammed Q.], Cabrera, S.D.[Sergio D.], Gill, T.E.[Thomas E.],
Automated detection of dust clouds and sources in NOAA-AVHRR satellite imagery,
Southwest12(97-100).
IEEE DOI 1205
BibRef

Siravenha, A.C.[Ana Carolina], Sousa, D.[Danilo], Bispo, A.[Aline], Pelaes, E.[Evaldo],
The Use of High-Pass Filters and the Inpainting Method to Clouds Removal and Their Impact on Satellite Images Classification,
CIAP11(II: 333-342).
Springer DOI 1109
BibRef

Huang, Y.[Yong], Hu, W.[Wen], Liu, H.J.[Hui-Juan],
A Method of Cloud Classification Base on Image Entropy,
CISP09(1-4).
IEEE DOI 0910
BibRef

Jiang, Z.H.[Zhu-Hui],
Non-Linear Prediction Algorithm of Satellite Cloud Images,
CISP09(1-4).
IEEE DOI 0910
BibRef

Du, H.D.[Hua-Dong], Wang, Y.Q.[Yong-Qi], Chen, Y.M.[Ya-Ming],
Studies on Cloud Detection of Atmospheric Remote Sensing Image Using ICA Algorithm,
CISP09(1-4).
IEEE DOI 0910
BibRef

Shrestha, B., O'Hara, C.G., Mali, P.,
Data Fusion, De-noising, and Filtering to Produce Cloud-Free High Quality Temporal Composites Employing Parallel Temporal Map Algebra,
AIPR06(27-27).
IEEE DOI 0610
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Wang, Z.H.[Zhen-Hui], Pei, X.F.[Xiao-Fang],
Application of Principal Component Extraction technique in processing cloud images from Chinese FY-1 satellite,
IASP09(18-21).
IEEE DOI 0904
BibRef

Richards, K., Sullivan, G.D.,
Colour and Texture in Cloud Identification: An Experimental Comparison of Neural Network and Bayesian Methods,
BMVC93(xx-yy).
PDF File. 9309
BibRef
Earlier:
Estimation of Cloud Cover Using Colour and Texture,
BMVC92(xx-yy).
PDF File. 9209
BibRef

Chapter on 2-D Region Segmentation Techniques, Snakes, Active Contours continues in
Segmentation by Region Growing Techniques .


Last update:Nov 11, 2017 at 13:31:57