8.3.10 Cloud Detection, 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 Version. BibRef 8402

Hambrick, L.N.[Larry N.], Loew, M.H.[Murray H.], and Carroll, Jr., R.L.[Robert L.],
The Entry-Exit Method of Shadow Boundary Segmentation,
PAMI(9), No. 5, September 1987, pp. 597-607. This uses the shhadow geometry to interpret objects. The E-E refers to the fact that the light ray enters and exits at the shadow boundary. BibRef 8709

Charit, R., Loew, M.H.,
Complex Shadow-Boundary Segmentation Using the Entry-Exit Method,
CVPR88(536-541).
IEEE Abstract. BibRef 8800

Shu, J.S.P.[Joseph Shou-Pyng], Freeman, H.[Herbert],
Cloud shadow removal from aerial photographs,
PR(23), No. 6, 1990, pp. 647-656.
WWW Version. 0401
First identify the cloud-shadowed regions, and then brightness compensation on the shadowed regions to achieve an image with seemingly uniform illumination. BibRef

Wang, C., Huang, L., Rosenfeld, A.,
Detecting Clouds and Cloud Shadows on Aerial Photographs,
PRL(12), 1991, pp. 55-64. BibRef 9100

Jiang, C.X., Ward, M.O.,
Shadow Segmentation and Classification in a Constrained Environment,
CVGIP(59), No. 2, March 1994, pp. 213-225.
WWW Version. BibRef 9403
Earlier:
Shadow Identification,
CVPR92(606-612).
IEEE Abstract. Segmentation, Shadows. Analysis of cast and self shadows, a scanline adjustment procedure. BibRef

Udomkesmalee, S., Zhu, D.Q., Chu, C.C.,
Image Processing for Planetary Limb/Terminator Extraction,
CVIU(67), No. 3, September 1997, pp. 274-284.
WWW Version. 9710
BibRef

Simpson, J.J., Stitt, J.R.,
A Procedure for the Detection and Removal of Cloud Shadow from AVHRR Data Over Land,
GeoRS(36), No. 3, May 1998, pp. 880-897.
IEEE Top Reference. 9806
BibRef

Stauder, J., Mech, R., Ostermann, J.,
Detection of Moving Cast Shadows for Object Segmentation,
MultMed(1), No. 1, March 1999, pp. 65-76. Edges and texture to find background areas. BibRef 9903

Mech, R.[Roland], Ostermann, J.[Joern], Stauder, J.[Jurgen],
Method for detecting moving cast shadows object segmentation,
US_Patent6,349,113, Feb 19, 2002
WWW Version. BibRef 0202

Simpson, J.J., Jin, Z., Stitt, J.R.,
Cloud Shadow Detection Under Arbitrary Viewing and Illumination Conditions,
GeoRS(38), No. 2, March 2000, pp. 972-976.
IEEE Top Reference. 0004
BibRef

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 Link 9808
BibRef

Giles, P.T.[Philip T.],
Remote Sensing and Cast Shadows in Mountainous Terrain,
PhEngRS(67), No. 7, July 2001, pp. 833-840. Shadow Detection. Algorithm for delineating cast shadows is evaluated.
WWW Version. 0108
BibRef

Melesse, A.M.[Assefa M.], Jordan, J.D.[Jonathan D.],
A Comparison of Fuzzy vs. Augmented-ISODATA Classification Algorithms for Cloud-Shadow Discriminationfrom Landsat Images,
PhEngRS(68), No. 9, September 2002, pp. 905-912.
WWW Version. Both techniques are efficient and have an overall accuracy of greater than 80 percent. 0304
BibRef

Maeda, M.[Mitsuru],
Image processing apparatus and method, and image processing system,
US_Patent6,625,316, Sep 23, 2003
WWW Version. BibRef 0309

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

Matsushita, Y., Nishino, K.[Ko], Ikeuchi, K., Sakauchi, M.,
Illumination Normalization with Time-Dependent Intrinsic Images for Video Surveillance,
PAMI(26), No. 10, October 2004, pp. 1336-1347.
IEEE Abstract. 0409
BibRef
Earlier: CVPR03(I: 3-10).
IEEE Abstract. 0307
BibRef

Matsushita, Y., Nishino, K.[Ko], Ikeuchi, K., Sakauchi, M.,
Shadow elimination for robust video surveillance,
Motion02(15-21).
IEEE Abstract. 0303
BibRef

Salvador, E.[Elena], Cavallaro, A.[Andrea], Ebrahimi, T.[Touradj],
Cast shadow segmentation using invariant color features,
CVIU(95), No. 2, August 2004, pp. 238-259.
WWW Version. 0409
BibRef
Earlier:
Shadow Identification and Classification Using Invariant Color Models,
ICASSP01(1545-1548). Use spectral and geometric aspects of shadows. Hypothesize based on dark, verify with color and regions. BibRef

Cavallaro, A., Salvador, E., Ebrahimi, T.[Touradj],
Shadow-aware object-based video processing,
VISP(152), No. 4, August 2005, pp. 398-406.
WWW Version. 0512
BibRef

Cavallaro, A., Ebrahimi, T.,
Video Object Extraction Based on Adaptive Background and Statistical Change Detection,
SPIE(4310), (465-475), 2000. BibRef 0001

Ramamoorthi, R.[Ravi], Koudelka, M.[Melissa], Belhumeur, P.N.[Peter N.],
A Fourier Theory for Cast Shadows,
PAMI(27), No. 2, February 2005, pp. 288-295.
IEEE Abstract. 0501
BibRef
Earlier: ECCV04(Vol I: 146-162).
WWW Version. 0405
BibRef

Xu, D.[Dong], Li, X.L.[Xue-Long], Liu, Z.K.[Zheng-Kai], Yuan, Y.[Yuan],
Cast shadow detection in video segmentation,
PRL(26), No. 1, 1 January 2005, pp. 91-99.
WWW Version. 0501
BibRef

Levine, M.D.[Martin D.], Bhattacharyya, J.[Jisnu],
Removing shadows,
PRL(26), No. 3, February 2005, pp. 251-265.
WWW Version. 0501
BibRef

Wang, Y.[Yang], Loe, K.F.[Kia-Fock], Wu, J.K.[Jian-Kang],
A Dynamic Conditional Random Field Model for Foreground and Shadow Segmentation,
PAMI(28), No. 2, February 2006, pp. 279-289.
IEEE DOI Link 0601
Indoor video. Integrate intensity and gradient techniques. Update models for nonstationary processes. BibRef

Wang, Y.,
Real-Time Moving Vehicle Detection With Cast Shadow Removal in Video Based on Conditional Random Field,
CirSysVideo(19), No. 3, March 2009, pp. 437-441.
IEEE DOI Link 0903
See also Joint Random Fields for Moving Vehicle Detection. BibRef

Wang, Y.[Yang],
Foreground and Shadow Detection Based on Conditional Random Field,
CAIP07(85-92).
Springer DOI Link 0708
BibRef

Wang, Y.[Yang], Tan, T.L.[Te-Le], Loe, K.F.[Kia-Fock], Wu, J.K.[Jian-Kang],
A probabilistic approach for foreground and shadow segmentation in monocular image sequences,
PR(38), No. 11, November 2005, pp. 1937-1946.
WWW Version. 0509
BibRef
Earlier: A1, A3, A2, A4:
A Dynamic Hidden Markov Random Field Model for Foreground and Shadow Segmentation,
WACV05(I: 474-480).
IEEE DOI Link 0502
BibRef

Dare, P.M.[Paul M.],
Shadow Analysis in High-Resolution Satellite Imagery of Urban Areas,
PhEngRS(71), No. 2, February 2005, pp. 169-178. Shadow detection and removal in commercial high resolution satellite imagery of urban areas for improved image interpretation.
WWW Version. 0509
BibRef

Yao, J.[Jian], Zhang, Z.F.M.[Zhong-Fei Mark],
Hierarchical shadow detection for color aerial images,
CVIU(102), No. 1, April 2006, pp. 60-69.
WWW Version. 0604
BibRef
Earlier:
Systematic static shadow detection,
ICPR04(II: 76-79).
IEEE DOI Link 0409
Supervised classification; Markov random field; Relaxation labelling; EM algorithm; Reliable graph; Aerial image BibRef

Leone, A.[Alessandro], Distante, C.[Cosimo], Buccolieri, F.[Francesco],
A shadow elimination approach in video-surveillance context,
PRL(27), No. 5, 1 April 2006, pp. 345-355.
WWW Version. 0604
BibRef
Earlier:
A texture-based approach for shadow detection,
AVSBS05(371-376).
IEEE DOI Link 0602
Frame theory; Gabor dictionary; Texture analysis; Video-surveillance BibRef

Leone, A.[Alessandro], Distante, C.[Cosimo],
Shadow detection for moving objects based on texture analysis,
PR(40), No. 4, April 2007, pp. 1222-1233.
WWW Version. 0701
Shadow detection; Texture analysis; Frame theory; Gabor dictionaries; Visual surveillance BibRef

Spagnolo, P.[Paolo], d'Orazio, T.[Tiziana], Leo, M.[Marco], Distante, A.[Arcangelo],
Advances in Background Updating and Shadow Removing for Motion Detection Algorithms,
CAIP05(398).
Springer DOI Link 0509
BibRef

Spagnolo, P., Mazzeo, P.L., Leo, M., d'Orazio, T.,
Shadows Removal by Edges Matching,
ISVC09(II: 440-449).
Springer DOI Link 0911
BibRef

Branca, A., Attolico, G., Distante, A.,
Cast shadow removing in foreground segmentation,
ICPR02(I: 214-217).
IEEE DOI Link 0211
BibRef

Tsai, V.J.D.,
A Comparative Study on Shadow Compensation of Color Aerial Images in Invariant Color Models,
GeoRS(44), No. 6, June 2006, pp. 1661-1671.
IEEE DOI Link 0606
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 Link 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 Link 0611
BibRef

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

Huang, S.S.[Shih-Shinh], Fu, L.C.[Li-Chen], Hsiao, P.Y.[Pei-Yung],
Region-Level Motion-Based Background Modeling and Subtraction Using MRFs,
IP(16), No. 5, May 2007, pp. 1446-1456.
IEEE DOI Link 0704
BibRef
Earlier:
Region-Level Motion-Based Foreground Detection with Shadow Removal Using MRFs,
ACCV06(I:878-887).
Springer DOI Link 0601
BibRef

Huang, S.S.[Shih-Shinh], Fu, L.C.[Li-Chen], Hsiao, P.Y.[Pei-Yung],
Region-Level Motion-Based Foreground Segmentation Under a Bayesian Network,
CirSysVideo(19), No. 4, April 2009, pp. 522-532.
IEEE DOI Link 0906
BibRef
Earlier:
A Bayesian Network for Foreground Segmentation in Region Level,
ACCV07(II: 124-133).
Springer DOI Link 0711
BibRef

Martel-Brisson, N.[Nicolas], Zaccarin, A.[Andre],
Learning and Removing Cast Shadows through a Multidistribution Approach,
PAMI(29), No. 7, July 2007, pp. 1133-1146.
IEEE DOI Link 0706
BibRef
Earlier:
Moving Cast Shadow Detection from a Gaussian Mixture Shadow Model,
CVPR05(II: 643-648).
IEEE DOI Link 0507
BibRef

Martel-Brisson, N.[Nicolas], Zaccarin, A.[Andre],
Kernel-based learning of cast shadows from a physical model of light sources and surfaces for low-level segmentation,
CVPR08(1-8).
IEEE DOI Link 0806
BibRef

Doshi, A.[Anup], Trivedi, M.M.[Mohan Manubhai],
Satellite imagery based adaptive background models and shadow suppression,
SIViP(1), No. 2, June 2007, pp. 119-132.
Springer DOI Link 0707
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 Link 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 Link 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 Link 1112
BibRef

Fredembach, C.[Clement], Finlayson, G.D.[Graham D.],
The 1.5D sieve algorithm,
PRL(29), No. 5, 1 April 2008, pp. 629-636.
WWW Version. 0802
Hamiltonian paths; Sieves; Texture classification BibRef

Fredembach, C.[Clement], Finlayson, G.D.[Graham D.],
Simple Shadow Removal,
ICPR06(I: 832-835).
IEEE DOI Link 0609
BibRef
Earlier:
Hamiltonian path based shadow removal,
BMVC05(xx-yy).
HTML Version. 0509
BibRef

Benedek, C.[Csaba], Szirányi, T.[Tamás],
Bayesian Foreground and Shadow Detection in Uncertain Frame Rate Surveillance Videos,
IP(17), No. 4, April 2008, pp. 608-621.
IEEE DOI Link 0803
BibRef
Earlier:
Markovian Framework for Foreground-Background-Shadow Separation of Real World Video Scenes,
ACCV06(I:898-907).
Springer DOI Link 0601
BibRef

Sohn, H.G.[Hong-Gyoo], Yun, K.H.[Kong-Hyun],
Shadow-Effect Correction in Aerial Color Imagery,
PhEngRS(74), No. 5, May 2008, pp. 611-618.
WWW Version. 0804
A method to detect and remove cast shadow including diverse surface features. 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 Link 0711
BibRef

Abdel Latif, B., Lecerf, R., Mercier, G., Hubert-Moy, L.,
Preprocessing of Low-Resolution Time Series Contaminated by Clouds and Shadows,
GeoRS(46), No. 7, July 2008, pp. 2083-2096.
IEEE DOI Link 0806
BibRef

Qiao, J.P.[Jian-Ping], Liu, J.[Ju], Chen, Y.W.[Yen-Wei],
Joint Blind Super-Resolution and Shadow Removing,
IEICE(E90-D), No. 12, December 2007, pp. 2060-2069.
WWW Version. 0712
BibRef

Han, X.H.[Xian-Hua], Nakao, Z.[Zensho], Chen, Y.W.[Yen-Wei], Kodama, R.[Ryosuke],
An ICA-Domain Shrinkage Based Poisson-Noise Reduction Algorithm and Its Application to Penumbral Imaging,
IEICE(E88-D), No. 4, April 2005, pp. 750-757.
WWW Version. 0504
BibRef

Matsushita, Y.[Yasuyuki], Lin, S.[Stephen], Shum, H.Y.[Heung-Yeung], Tong, X.[Xin], Kang, S.B.[Sing Bing],
Lighting And Shadow Interpolation Using Intrinsic Lumigraphs,
IJIG(4), No. 4, October 2004, pp. 585-604. 0410
BibRef

Shen, L.[Li], Tan, P.[Ping], Lin, S.[Stephen],
Intrinsic image decomposition with non-local texture cues,
CVPR08(1-7).
IEEE DOI Link 0806
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 Link 0812
BibRef

Chung, K.L., Lin, Y.R., Huang, Y.H.,
Efficient Shadow Detection of Color Aerial Images Based on Successive Thresholding Scheme,
GeoRS(47), No. 2, February 2009, pp. 671-682.
IEEE DOI Link 0903
BibRef

Meng, Q.[Qingmin], Borders, B.E.[Bruce E.], Cieszewski, C.J.[Chris J.], Madden, M.[Marguerite],
Closest Spectral Fit for Removing Clouds and Cloud Shadows,
PhEngRS(75), No. 5, May 2009, pp. 569-576.
WWW Version. 0904
A new method of closest spectral fit for cloud and cloud shadow removal is developed, and then it is evaluated using QuickBird, Landsat, and MODIS data. 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 Link 0904
BibRef

Yang, M.T., Lo, K.H., Chiang, C.C., Tai, W.K.,
Moving cast shadow detection by exploiting multiple cues,
IET-IPR(2), No. 2, April 2008, pp. 95-104.
WWW Version. 0905
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 Link 0906
BibRef

Finlayson, G.D.[Graham D.], Hordley, S.D.[Steven D.], Lu, C.[Cheng], Drew, M.S.[Mark S.],
On the Removal of Shadows from Images,
PAMI(28), No. 1, January 2006, pp. 59-68.
IEEE DOI Link 0512
Derive a 1D gray-scale representation for each pixel that is illumination independent. Use to relight all pixels to create a shadow free image. BibRef

Finlayson, G.D., Hordley, S.D., Drew, M.S.,
Removing Shadows from Images,
ECCV02(IV: 823 ff.).
HTML Version. 0205
BibRef

Finlayson, G.D.[Graham D.], Drew, M.S.[Mark S.], Lu, C.[Cheng],
Entropy Minimization for Shadow Removal,
IJCV(85), No. 1, October 2009, pp. xx-yy.
Springer DOI Link 0907
BibRef
Earlier:
Intrinsic Images by Entropy Minimization,
ECCV04(Vol III: 582-595).
WWW Version. 0405
Recover invariant image from color. Eliminate shadows, etc. Expand on See also On the Removal of Shadows from Images. See also Reevaluation of color constancy algorithm performance. 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 Link 0907
BibRef

Le Hegarat-Mascle, S.[Sylvie], Andre, C.[Cyrille],
Use of Markov Random Fields for automatic cloud/shadow detection on high resolution optical images,
PandRS(64), No. 4, July 2009, pp. 351-366.
Elsevier DOI Link
WWW Version. 0907
Markov Random Fields; Object detection; Cloud; Shadow 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 Link 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 Link 0909
BibRef

Tian, J., Sun, J., Tang, Y.,
Tricolor Attenuation Model for Shadow Detection,
IP(18), No. 10, October 2009, pp. 2355-2363.
IEEE DOI Link 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.
WWW Version. 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 Link 1001
BibRef

Irie, K.[Kenji], McKinnon, A.E.[Alan E.], Unsworth, K.[Keith], Woodhead, I.M.[Ian M.],
Noise-bound method for detecting shadow-free scene changes in image sequences,
JOSA-A(27), No. 2, February 2010, pp. 167-173.
WWW Version. 1002
BibRef
Earlier:
An investigation into noise-bound shadow detection and removal,
IVCNZ08(1-6).
IEEE DOI Link 0811
BibRef

Suganthan, S.[Shanmugalingam], MacDonald, L.[Lindsay],
Shadow removal from image of stained glass windows,
IJIST(20), No. 3, September 2010, pp. 223-236.
WWW Version. 1008
BibRef

Su, Y.F., Chen, H.H.,
A Three-Stage Approach to Shadow Field Estimation From Partial Boundary Information,
IP(19), No. 10, October 2010, pp. 2749-2760.
IEEE DOI Link 1003
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 Link 1102
BibRef

Mcfeely, R., Hughes, C., Jones, E., Glavin, M.,
Removal of non-uniform complex and compound shadows from textured surfaces using adaptive directional smoothing and the thin plate model,
IET-IPR(5), No. 3, June 2011, pp. 233-248.
WWW Version. 1105
BibRef

Arbel, E.[Eli], Hel-Or, H.[Hagit],
Shadow Removal Using Intensity Surfaces and Texture Anchor Points,
PAMI(33), No. 6, June 2011, pp. 1202-1216.
IEEE DOI Link 1105
BibRef
Earlier:
Texture-Preserving Shadow Removal in Color Images Containing Curved Surfaces,
CVPR07(1-8).
IEEE DOI Link 0706
From single image. Deal with multiple phenomena. BibRef

Makarau, A., Richter, R., Muller, R., Reinartz, P.,
Adaptive Shadow Detection Using a Blackbody Radiator Model,
GeoRS(49), No. 6, June 2011, pp. 2049-2059.
IEEE DOI Link 1106
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 Link
WWW Version. 1110
Cloud mask; Data fusion; High resolution; Medium resolution; Region growing BibRef

Liu, Z.[Zhou], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu],
Cast Shadow Removal in a Hierarchical Manner Using MRF,
CirSysVideo(22), No. 1, January 2012, pp. 56-66.
IEEE DOI Link 1201
BibRef

Liu, Z.[Zhou], Huang, K.Q.[Kai-Qi], Tan, T.N.[Tie-Niu], Wang, L.S.[Liang-Sheng],
Cast Shadow Removal Combining Local and Global Features,
VS07(1-8).
IEEE DOI Link 0706
BibRef
Earlier:
Cast Shadow Removal with GMM for Surface Reflectance Component,
ICPR06(I: 727-730).
IEEE DOI Link 0609
BibRef

Liu, J.[Jiahang], Fang, T.[Tao], Li, D.R.[De-Ren],
Shadow Detection in Remotely Sensed Images Based on Self-Adaptive Feature Selection,
GeoRS(49), No. 12, December 2011, pp. 5092-5103.
IEEE DOI Link 1201
BibRef

Bringier, B.[Benjamin], Bony, A.[Alexandre], Khoudeir, M.[Majdi],
Specularity and shadow detection for the multisource photometric reconstruction of a textured surface,
JOSA-A(29), No. 1, January 2012, pp. 11-21.
WWW Version. 1201
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 Link 1201
BibRef

Salamati, N., Germain, A., Siisstrunk, S.,
Removing shadows from images using color and near-infrared,
ICIP11(1713-1716).
IEEE DOI Link 1201
BibRef

Huang, W.[Wei], Fu, L.Q.[Li-Qin], Xiao, Y.[Yu],
Shadow removal based on invariant image with Fisher discrimination criterion,
IASP11(214-218).
IEEE DOI Link 1112
BibRef

Jiang, X.Y.[Xiao-Yue], Schofield, A.[Andrew], Wyatt, J.[Jeremy],
Shadow Detection based on Colour Segmentation and Estimated Illumination,
BMVC11(xx-yy).
HTML Version. 1110
BibRef

Teke, M.[Mustafa], Baseski, E.[Emre], Ok, A.Ö.[Ali Özgün], Yüksel, B.[Baris], Senaras, Ç.[Çaglar],
Multi-spectral False Color Shadow Detection,
PIA11(109-119).
Springer DOI Link 1110
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 Link 1109
BibRef

Xu, M.[Ming], Ren, J.[Jie], Chen, D.Y.[Dong-Yong], Smith, J.S.[Jeremy S.], Liu, Z.C.[Zhe-Chi],
A Multiview Approach to Robust Detection in the Presence of Cast Shadows,
ICIG11(494-499).
IEEE DOI Link 1109
BibRef

Guo, R.[Ruiqi], Dai, Q.[Qieyun], Hoiem, D.[Derek],
Single-image shadow detection and removal using paired regions,
CVPR11(2033-2040).
IEEE DOI Link 1106
BibRef

Tian, J.D.[Jian-Dong], Tang, Y.D.[Yan-Dong],
Linearity of each channel pixel values from a surface in and out of shadows and its applications,
CVPR11(985-992).
IEEE DOI Link 1106
BibRef

Iwama, H.[Haruyuki], Makihara, Y.S.[Yasu-Shi], Yagi, Y.S.[Yasu-Shi],
Foreground and Shadow Segmentation Based on a Homography-Correspondence Pair,
ACCV10(IV: 702-715).
Springer DOI Link 1011
BibRef

Huang, C.H.[Chung-Hsien], Wu, R.C.[Ruei-Cheng],
An Online Learning Method for Shadow Detection,
PSIVT10(145-150).
IEEE DOI Link 1011
BibRef

Caseiro, R.[Rui], Henriques, J.F.[Joao F.], Batista, J.[Jorge],
Using directional statistics to learn cast shadows from a multi-spectral light sources physical model,
ICIP10(3445-3448).
IEEE DOI Link 1009
BibRef

Liu, Y.[Yiyang], Adjeroh, D.[Don],
A statistical approach for shadow detection using spatio-temporal contexts,
ICIP10(3457-3460).
IEEE DOI Link 1009
BibRef

Aytekin, C.[Caglar], Alatan, A.A.[A. Aydin],
A novel shadow restoration algorithm based on atmospheric effects for aerial images,
ICIP10(401-404).
IEEE DOI Link 1009
BibRef

Lalonde, J.F.[Jean-François], Efros, A.A.[Alexei A.], Narasimhan, S.G.[Srinivasa G.],
Detecting Ground Shadows in Outdoor Consumer Photographs,
ECCV10(II: 322-335).
Springer DOI Link 1009
BibRef

Zhu, J.J.[Jie-Jie], Samuel, K.G.G.[Kegan G.G.], Masood, S.Z.[Syed Z.], Tappen, M.F.[Marshall F.],
Learning to recognize shadows in monochromatic natural images,
CVPR10(223-230).
IEEE DOI Link 1006
Missing the chromatic information usually used. BibRef

Miyazaki, D.[Daisuke], Matsushita, Y.[Yasuyuki], Ikeuchi, K.[Katsushi],
Interactive Shadow Removal from a Single Image Using Hierarchical Graph Cut,
ACCV09(I: 234-245).
Springer DOI Link 0909
BibRef

Landabaso, J.L.[Jose-Luis], Pujol-Alcolado, J.C.[Jose-Carlos], Montserrat, T.[Tomas], Marimon, D.[David], Civit, J.[Jaume], Escoda, O.D.[Oscar Divorra],
A global probabilistic framework for the foreground, background and shadow classification task,
ICIP09(3189-3192).
IEEE DOI Link 0911
BibRef

Yao, K.[Kang], Dong, J.Y.[Jun-Yu],
Removing shadows from a single real-world color image,
ICIP09(3129-3132).
IEEE DOI Link 0911
BibRef

Albu, F.[Felix], Vertan, C.[Constantin], Florea, C.[Corneliu], Drimbarean, A.[Alexandru],
One scan shadow compensation and visual enhancement of color images,
ICIP09(3133-3136).
IEEE DOI Link 0911
BibRef

Gijsenij, A.[Arjan], Gevers, T.[Theo],
Shadow edge detection using geometric and photometric features,
ICIP09(693-696).
IEEE DOI Link 0911
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 Link 0910
BibRef

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

Dong, X.[Xia], Wang, K.[Kedian], Jia, G.[Guohua],
Moving Object and Shadow Detection Based on RGB Color Space and Edge Ratio,
CISP09(1-5).
IEEE DOI Link 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 Link 0610
BibRef

Cuypers, T.[Tom], Francken, Y.[Yannick], Taelman, J.[Johannes], Bekaert, P.[Philippe],
Shadow multiplexing for real-time silhouette extraction,
PROCAMS09(61-68).
IEEE DOI Link 0906
BibRef

Panagopoulos, A.[Alexandros], Wang, C.[Chaohui], Samaras, D.[Dimitris], Paragios, N.[Nikos],
Illumination estimation and cast shadow detection through a higher-order graphical model,
CVPR11(673-680).
IEEE DOI Link 1106
BibRef

Panagopoulos, A.[Alexandros], Vicente, T.F.Y.[Tomas F. Yago], Samaras, D.[Dimitris],
Illumination estimation from shadow borders,
Color11(798-805).
IEEE DOI Link 1201
BibRef

Panagopoulos, A.[Alexandros], Samaras, D.[Dimitris], Paragios, N.[Nikos],
Robust shadow and illumination estimation using a mixture model,
CVPR09(651-658).
IEEE DOI Link 0906
BibRef

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 Link 0904
BibRef

Izadi, M.[Mohammad], Saeedi, P.[Parvaneh],
Robust region-based background subtraction and shadow removing using color and gradient information,
ICPR08(1-5).
IEEE DOI Link 0812
BibRef

He, Q.A.[Qi-Ang], Chu, C.H.H.[Chee-Hung Henry],
Texture-Based Shadow Removal from a Single Color Image,
ISVC08(II: 644-650).
Springer DOI Link 0812
BibRef

Vazquez, E.[Eduard], van de Weijer, J.[Joost], Baldrich, R.[Ramon],
Image Segmentation in the Presence of Shadows and Highlights,
ECCV08(IV: 1-14).
Springer DOI Link 0810
BibRef

Liu, F.[Feng], Gleicher, M.[Michael],
Texture-Consistent Shadow Removal,
ECCV08(IV: 437-450).
Springer DOI Link 0810
BibRef

Guo, H.T.[Hai-Tao], Zhang, Y.[Yan], Lu, J.[Jun], Jin, G.W.[Guo-Wang],
Research on the Building Shadow Extraction and Elimination Method,
ISPRS08(B3b: 569 ff).
PDF Version. 0807
BibRef

Junejo, I.N.[Imran N.],
A Simple Shadow Based Method for Camera Calibration,
ICIAR08(xx-yy).
Springer DOI Link 0806
See also Euclidean path modeling for video surveillance. BibRef

Yoshinaga, S.[Satoshi], Shimada, A.[Atsushi], Nagahara, H.[Hajime], Taniguchi, R.I.[Rin-Ichiro],
Object Detection Using Local Difference Patterns,
ACCV10(IV: 216-227).
Springer DOI Link 1011
BibRef

Tanaka, T.[Tatsuya], Shimada, A.[Atsushi], Arita, D.[Daisaku], Taniguchi, R.I.[Rin-Ichiro],
Object Detection under Varying Illumination Based on Adaptive Background Modeling Considering Spatial Locality,
PSIVT09(645-656).
Springer DOI Link 0901
BibRef
Earlier:
Non-parametric Background and Shadow Modeling for Object Detection,
ACCV07(I: 159-168).
Springer DOI Link 0711
See also Hybrid Background Model Using Spatial-Temporal LBP. BibRef

Wu, Y.G.[Yung-Gi], Tsai, C.Y.[Chung-Ying],
The Improvement of the Background Subtraction and Shadow Detection in Grayscale Video Sequences,
IMVIP07(206-206).
IEEE DOI Link 0709
BibRef

Audet, S.[Samuel], Cooperstock, J.R.[Jeremy R.],
Shadow Removal in Front Projection Environments Using Object Tracking,
PROCAMS07(1-8).
IEEE DOI Link 0706
BibRef

Xu, L.Q.[Li-Qun],
An Efficient Object Segmentation Algorithm with Dynamic and Selective Background Updating and Shadow Removal,
ICIP06(2393-2396).
IEEE DOI Link 0610
BibRef

Lo, K.H.[Kuo-Hua], Yang, M.T.[Mau-Tsuen],
Shadow Detection by Integrating Multiple Features,
ICPR06(I: 743-746).
IEEE DOI Link 0609
BibRef

Agrawal, A.[Amit], Raskar, R.[Ramesh], Chellappa, R.[Rama],
Edge Suppression by Gradient Field Transformation Using Cross-Projection Tensors,
CVPR06(II: 2301-2308).
IEEE DOI Link 0606
Uses: Retinex, recovering foreground under varying illumination. Remove shadows. BibRef

Nicolas, H.,
Scalable Video Compression Scheme for Tele-Surveillance Applications Based on Cast Shadow Detection and Modelling,
ICIP05(III: 493-496).
IEEE DOI Link 0512
BibRef

Bouguila, N., Ziou, D.,
A Probabilistic Approach for Shadows Modeling and Detection,
ICIP05(I: 329-332).
IEEE DOI Link 0512
BibRef

Du, Z.L.[Zhen-Long], Qin, X.Y.[Xue-Ying], Lin, H.[Hai], Bao, H.J.[Hu-Jun],
Shadow Removal in Gradient Domain,
ICIAR05(107-115).
Springer DOI Link 0509
BibRef

Wu, T.P.[Tai-Pang], Tang, C.K.[Chi-Keung],
A Bayesian Approach for Shadow Extraction from a Single Image,
ICCV05(I: 480-487).
IEEE DOI Link 0510
BibRef

Bunyak, F.[Filiz], Ersoy, I.[Ilker], Subramanya, S.R.,
Shadow Detection by Combined Photometric Invariants for Improved Foreground Segmentation,
WACV05(I: 510-515).
IEEE DOI Link 0502
BibRef

Jaynes, C.O.[Christopher O.], Webb, S.B.[Stephen B.], Steele, R.M.[Robert M.],
Dynamic shadow removal from front projection displays,
US_Patent7,133,083, November 7, 2006.
WWW Version. BibRef 0611

Jeong, K.[Kideog], Jaynes, C.[Christopher],
Moving Shadow Detection using a Combined Geometric and Color Classification Approach,
Motion05(II: 36-43).
IEEE DOI Link 0502
BibRef

Troccoli, A.J.[Alejandro J.], Allen, P.K.[Peter K.],
A Shadow Based Method for Image to Model Registration,
VideoRegister04(169).
HTML Version. 0502
BibRef

Salberg, A.B., Harbitz, A.,
Object segmentation and feature estimation using shadows,
ICPR04(III: 674-678).
IEEE DOI Link 0409
BibRef

Wang, Y.[Yang], Tong, T.[Tele], Lo, K.F.[Kia-Fock],
A probabilistic method for foreground and shadow segmentation,
ICIP03(III: 937-940).
IEEE Abstract. 0312
BibRef

Risson, V.,
Application de la Morphologie Mathematique a l'Analyse des conditions d'Eclainage des Images Couleur,
Ph.D.Thesis, Paris School of Mines, December 2001. Hue and saturation for shadows. BibRef 0112

Fung, G.S.K., Yung, N.H.C., Pang, G.K.H., Lai, A.H.S.,
Effective moving cast shadow detection for monocular color image sequences,
CIAP01(404-409).
IEEE Top Reference. 0210
BibRef

Yoon, J.J., Koch, C., Ellis, T.J.,
ShadowFlash: an approach for shadow removal in an active illumination environment,
BMVC02(Poster Session). 0208
BibRef

Suzuki, A.[Akira], Shio, A.[Akio], Arai, H.[Hiroyuki], Ohtsuka, S.[Sakuichi],
Dynamic Shadow Compensation of Aerial Images Based on Color and Spatial Analysis,
ICPR00(Vol I: 317-320).
IEEE DOI Link 0009
Find the shadow area and enhance that part of the image. BibRef

Funka-Lea, G.[Gareth], Bajcsy, R.[Ruzena],
Combining Color and Geometry for the Active, Visual Recognition of Shadows,
ICCV95(203-209).
IEEE DOI Link
IEEE DOI Link Segmentation, Shadows. Segmenting the shadows, given the geometry. BibRef 9500

Rosin, P.L., Ellis, T.,
Image Difference Threshold Strategies and Shadow Detection,
BMVC95(347-356).
PDF Version.
PDF Version. See also Thresholding for Change Detection. BibRef 9500

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

Scanlan, J.M., Chabries, D.M., Christiansen, R.,
A Shadow Detection and Removal Algorithm for 2-D Images,
ICASSP90(2057-2060). BibRef 9000

Chapter on 2-D Region Segmentation Techniques, Snakes, Active Contours continues in
Shadows and Motion, Detection and Extraction .