8.3.10 Cloud Detection, Shadow Detection and Extraction

Chapter Contents (Back)
Shadow Detection. Cloud Detection.

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. IEEE Top Reference. 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. 0401First 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. IEEE Top Reference. 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. 9710
WWW Version. 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

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

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. Both techniques are efficient and have an overall accuracy of greater than 80 percent.
WWW Version. 0304 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. IEEE Top Reference. 0409 BibRef
Earlier: CVPR03(I: 3-10).
IEEE Abstract. IEEE Top Reference. 0307 BibRef

Matsushita, Y., Nishino, K.[Ko], Ikeuchi, K., Sakauchi, M.,
Shadow elimination for robust video surveillance,
Motion02(15-21).
IEEE Abstract. IEEE Top Reference. 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.[Peter],
A Fourier Theory for Cast Shadows,
PAMI(27), No. 2, February 2005, pp. 288-295.
IEEE Abstract. IEEE Top Reference. 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.
WWW Version. 0601Indoor video. Integrate intensity and gradient techniques. Update models for nonstationary processes. BibRef

Wang, Y.[Yang],
Foreground and Shadow Detection Based on Conditional Random Field,
CAIP07(85-92).
WWW Version. 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).
WWW Version. 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).
WWW Version. 0409Supervised 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).
WWW Version. 0602Frame 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. 0701Shadow 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).
WWW Version. 0509 BibRef

Branca, A., Attolico, G., Distante, A.,
Cast shadow removing in foreground segmentation,
ICPR02(I: 214-217).
WWW Version. 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.
WWW Version. 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.
WWW Version. 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.
WWW Version. 0611 BibRef

Melgani, F.,
Contextual Reconstruction of Cloud-Contaminated Multitemporal Multispectral Images,
GeoRS(44), No. 2, February 2006, pp. 442-455.
WWW Version. 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.
WWW Version. 0704 BibRef
And:
A Bayesian Network for Foreground Segmentation in Region Level,
ACCV07(II: 124-133).
WWW Version. 0711 BibRef
Earlier:
Region-Level Motion-Based Foreground Detection with Shadow Removal Using MRFs,
ACCV06(I:878-887).
WWW Version. 0601 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.
WWW Version. 0706 BibRef
Earlier:
Moving Cast Shadow Detection from a Gaussian Mixture Shadow Model,
CVPR05(II: 643-648).
WWW Version. 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).
WWW Version. 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.
WWW Version. 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.
WWW Version. 0711 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. 0802Hamiltonian paths; Sieves; Texture classification BibRef

Fredembach, C.[Clement], Finlayson, G.D.[Graham D.],
Simple Shadow Removal,
ICPR06(I: 832-835).
WWW Version. 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.
WWW Version. 0803 BibRef
Earlier:
Markovian Framework for Foreground-Background-Shadow Separation of Real World Video Scenes,
ACCV06(I:898-907).
WWW Version. 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. 0804A 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.
WWW Version. 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.
WWW Version. 0806 BibRef

Qiao, J.P.[Jian-Ping], Liu, J.[Ju], Chen, Y.W.[Yen-Wei],
Joint Blind Super-Resolution and Shadow Removing,
ICICE(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,
ICICE(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).
WWW Version. 0806 BibRef


Junejo, I.N.[Imran N.],
A Simple Shadow Based Method for Camera Calibration,
ICIAR08(xx-yy).
WWW Version. 0806 BibRef

Tanaka, T.[Tatsuya], Shimada, A.[Atsushi], Arita, D.[Daisaku], Taniguchi, R.I.[Rin-Ichiro],
Non-parametric Background and Shadow Modeling for Object Detection,
ACCV07(I: 159-168).
WWW Version. 0711 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).
WWW Version. 0709 BibRef

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

Arbel, E.[Eli], Hel-Or, H.[Hagit],
Texture-Preserving Shadow Removal in Color Images Containing Curved Surfaces,
CVPR07(1-8).
WWW Version. 0706 BibRef

Nielsen, M.[Michael], Madsen, C.B.[Claus B.],
Graph Cut Based Segmentation of Soft Shadows for Seamless Removal and Augmentation,
SCIA07(918-927).
WWW Version. 0706 BibRef
And:
Segmentation of Soft Shadows Based on a Daylight- and Penumbra Model,
MIRAGE07(341-352).
WWW Version. 0703 BibRef

Xu, L.Q.[Li-Qun],
An Efficient Object Segmentation Algorithm with Dynamic and Selective Background Updating and Shadow Removal,
ICIP06(2393-2396). 0610
WWW Version. 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).
WWW Version. 0706 BibRef
Earlier:
Cast Shadow Removal with GMM for Surface Reflectance Component,
ICPR06(I: 727-730).
WWW Version. 0609 BibRef

Lo, K.H.[Kuo-Hua], Yang, M.T.[Mau-Tsuen],
Shadow Detection by Integrating Multiple Features,
ICPR06(I: 743-746).
WWW Version. 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).
WWW Version. 0606Uses: 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).
WWW Version. 0512 BibRef

Bouguila, N., Ziou, D.,
A Probabilistic Approach for Shadows Modeling and Detection,
ICIP05(I: 329-332).
WWW Version. 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).
WWW Version. 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).
WWW Version. 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).
WWW Version. 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).
WWW Version. 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).
WWW Version. 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. IEEE Top Reference. 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).
WWW Version.
HTML Version. 0009Find 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).
WWW Version.
WWW Version. 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. See also Thresholding for Change Detection. BibRef 9500

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 .


Last update:Aug 27, 2008 at 19:16:50