8.3.10.1 Shadows and Motion, Detection and Extraction

Chapter Contents (Back)
Shadow Detection. Motion, Detection. Motion, Segmentation.

Kilger, M.[Michael],
Method for detecting and separating the shadow of moving objects in a sequence of digital images,
US_Patent5,592,567, 01/07/1997.
HTML Version. First get background with no objects. BibRef 9701

Hsieh, J.W.[Jun-Wei], Hu, W.F.[Wen-Fong], Chang, C.J.[Chia-Jung], Chen, Y.S.[Yung-Sheng],
Shadow elimination for effective moving object detection by Gaussian shadow modeling,
IVC(21), No. 6, June 2003, pp. 505-516.
WWW Link. 0306
BibRef
Earlier: A3, A2, A1, A4:
Shadow elimination for effective moving object detection with gaussian models,
ICPR02(II: 540-543).
IEEE DOI 0211
BibRef

Prati, A.[Andrea], Mikic, I.[Ivana], Trivedi, M.M.[Mohan M.], Cucchiara, R.[Rita],
Detecting moving shadows: algorithms and evaluation,
PAMI(25), No. 7, July 2003, pp. 918-923.
IEEE Abstract.
WWW Link. 0307
Evaluation, Shadow Detection. Survey, Shadow Detection. Classify techniques as either statistical or deterministic. Statistical Nonparametric ( See also Statistical Approach for Real-time Robust Background Subtraction and Shadow Detection, A. or See also Background and foreground modeling using nonparametric kernel density estimation for visual surveillance. ) Statistical Parametric ( See also Moving Shadow and Object Detection in Traffic Scenes. ) Deterministic non-model ( See also Detection of Moving Cast Shadows for Object Segmentation. and See also Detecting Moving Objects, Ghosts, and Shadows in Video Streams. ) BibRef

Prati, A.[Andrea], Cucchiara, R.[Rita], Mikic, I.[Ivana], Trivedi, M.M.[Mohan M.],
Analysis and Detection of Shadows in Video Streams: A Comparative Evaluation,
CVPR01(II:571-576).
IEEE DOI 0110
BibRef
Earlier: A1, A3, A2, A4:
Comparative Evaluation of Moving Shadow Detection Algorithms,
EEMCV01(xx-yy). 0110
BibRef

Cucchiara, R.[Rita], Grana, C.[Costantino], Piccardi, M.[Massimo], Prati, A.[Andrea],
Detecting Moving Objects, Ghosts, and Shadows in Video Streams,
PAMI(25), No. 10, October 2003, pp. 1337-1342.
IEEE Abstract. 0310
BibRef
Earlier:
Detecting Objects, Shadows and Ghosts in Video Streams by Exploiting Color and Motion Information,
CIAP01(360-365).
WWW Link. 0210
Background subtraction method. Combine statistical assumptions with object level knowledge acquired in previous frames. Hue and saturation with motion. BibRef

Cucchiara, R., Grana, C., Prati, A., Emilia, R.[Reggio],
Detecting Moving Objects and their Shadows: An Evaluation with the PETS2002 Dataset,
PETS02(18-25). 0207
BibRef

Cucchiara, R.[Rita], Prati, A.[Andrea], Vezzani, R.[Roberto],
Real-time motion segmentation from moving cameras,
RealTimeImg(10), No. 3, June 2004, pp. 127-143.
WWW Link. 0410
BibRef
Earlier:
Object segmentation in videos from moving camera with MRFs on color and motion features,
CVPR03(I: 405-410).
IEEE DOI 0307
Color segmentation followed by region merging on motion. Derived from See also Region-Level Motion-Based Graph Representation and Labeling for Tracking a Spatial Image Partition, A. BibRef

Nadimi, S.[Sohail], Bhanu, B.[Bir],
Physical Models for Moving Shadow and Object Detection in Video,
PAMI(26), No. 8, August 2004, pp. 1079-1087.
IEEE Abstract. 0407
BibRef
Earlier:
Physics-Based Cooperative Sensor Fusion for Moving Object Detection,
LCV04(108).
IEEE DOI 0406
BibRef
And:
Adaptive fusion for diurnal moving object detection,
ICPR04(III: 696-699).
IEEE DOI 0409
BibRef
Earlier:
Moving shadow detection using a physics-based approach,
ICPR02(II: 701-704).
IEEE DOI 0211
BibRef

Nicolas, H.,
Shadow Synthesis for Video Postproduction,
SPLetters(12), No. 4, April 2005, pp. 321-324.
IEEE Abstract. 0501
BibRef

Nicolas, H.[Henri], Pinel, J.M.[Jean-Marie],
Joint moving cast shadows segmentation and light source detection in video sequences,
SP:IC(21), No. 1, January 2006, pp. 22-43.
WWW Link. 0512
BibRef
Earlier: A2, A1:
Shadows analysis and synthesis in natural video sequences,
ICIP02(III: 285-288).
IEEE DOI 0210
BibRef

Xu, D., Liu, J., Li, X., Liu, Z., Tang, X.,
Insignificant Shadow Detection for Video Segmentation,
CirSysVideo(15), No. 8, August 2005, pp. 1058-1064.
IEEE DOI 0508
BibRef

Yacoob, Y.[Yaser], Davis, L.S.[Larry S.],
Segmentation of Planar Objects and Their Shadows in Motion Sequences,
IJCV(67), No. 1, April 2006, pp. 53-69.
Springer DOI 0604
BibRef

Yacoob, Y.[Yaser], Davis, L.S.[Larry S.],
Segmentation using Appearance of Mesostructure Roughness,
IJCV(83), No. 3, July 2009, pp. xx-yy.
Springer DOI 0904
BibRef
Earlier:
Segmentation using Meta-texture Saliency,
ICCV07(1-8).
IEEE DOI 0710
Roughness for segmentation. BibRef

Benedek, C.[Csaba], Szirányi, T.[Tamás],
Study on color space selection for detecting cast shadows in video surveillance,
IJIST(17), No. 3, 2007, pp. 190-201.
DOI Link 0711
BibRef

Kampel, M.[Martin], Hanbury, A.[Allan], Blauensteiner, P.[Philipp], Wildenauer, H.[Horst],
Improved motion segmentation based on shadow detection,
ELCVIA(6), No. 3, December 2007, pp. 1-12.
WWW Link. 0801
Includes Test Data: Dataset, Shadow Detection. BibRef

Carmona, E.J.[Enrique J.], Martinez-Cantos, J.[Javier], Mira, J.[Jose],
A new video segmentation method of moving objects based on blob-level knowledge,
PRL(29), No. 3, 1 February 2008, pp. 272-285.
WWW Link. 0801
Background subtraction; Reflection detection; Shadow detection; Ghost detection; Permanence memory; Blob-level knowledge BibRef

Joshi, A.J.[Ajay J.], Papanikolopoulos, N.P.[Nikos P.],
Learning to Detect Moving Shadows in Dynamic Environments,
PAMI(30), No. 11, November 2008, pp. 2055-2063.
IEEE DOI 0809
Semi-supervised learning. SVM. Once trained it dynamically adapts to changes. BibRef

Fang, L.Z.[Liu Zhi], Qiong, W.Y.[Wang Yun], Sheng, Y.Z.[You Zhi],
A method to segment moving vehicle cast shadow based on wavelet transform,
PRL(29), No. 16, 1 December 2008, pp. 2182-2188.
WWW Link. 0811
Shadow spectral property; Cast shadow; Occluding function; Shadow segmentation; Shadow detection BibRef

Li, Z.[Zheng], Jiang, P.H.[Po-Huang], Ma, H.[Hong], Yang, J.[Jian], Tang, D.M.[Dong-Ming],
A model for dynamic object segmentation with kernel density estimation based on gradient features,
IVC(27), No. 6, 4 May 2009, pp. 817-823.
Elsevier DOI 0904
Kernel density estimation; Cast shadow; Reflection image; Gradient feature; Dynamic object segmentation BibRef

Zhang, W.[Wei], Fang, X.Z.[Xiang Zhong], Yang, X.K.[Xiao-Kang], Wu, Q.M.J.,
Moving Cast Shadows Detection Using Ratio Edge,
MultMed(9), No. 6, October 2007, pp. 1202-1214.
IEEE DOI 0905
BibRef
Earlier: A1, A2, A3, Only:
Moving cast shadows detection based on ratio edge,
ICPR06(IV: 73-76).
IEEE DOI 0609
BibRef

Zhang, W.[Wei], Fang, X.Z.[Xiang Zhong], Xu, Y.[Yi],
Detection of moving cast shadows using image orthogonal transform,
ICPR06(I: 626-629).
IEEE DOI 0609
BibRef

Jung, C.R.,
Efficient Background Subtraction and Shadow Removal for Monochromatic Video Sequences,
MultMed(11), No. 3, April 2009, pp. 571-577.
IEEE DOI 0905
BibRef

Johansson, B.[Bjorn], Wiklund, J.[Johan], Forssen, P.E.[Per-Erik], Granlund, G.H.[Gosta H.],
Combining shadow detection and simulation for estimation of vehicle size and position,
PRL(30), No. 8, 1 June 2009, pp. 751-759.
Elsevier DOI 0905
Vehicle Tracking. Vehicle tracking; 3D box model; Object size estimation; Shadow detection; Shadow simulation BibRef

Choi, J.M.[Jin-Min], Yoo, Y.J.[Yung Jun], Choi, J.Y.[Jin Young],
Adaptive shadow estimator for removing shadow of moving object,
CVIU(114), No. 9, September 2010, pp. 1017-1029.
Elsevier DOI 1008
Estimate shadow; Remove shadow; Adaptive shadow estimator; Real-time surveillance system BibRef

Wang, J.[Jun], Wang, Y.H.[Yue-Huan], Jiang, M.[Man], Yan, X.Y.[Xiao-Yun], Song, M.M.[Meng-Meng],
Moving cast shadow detection using online sub-scene shadow modeling and object inner-edges analysis,
JVCIR(25), No. 5, 2014, pp. 978-993.
Elsevier DOI 1406
BibRef
And: A1, A2, A3, A4, Only:
A sub-scene modeling framework for moving cast shadow detection,
ICIP14(1663-1667)
IEEE DOI 1502
Moving cast shadow detection. Adaptation models BibRef

Amato, A.[Ariel],
Moving Cast Shadow Detection,
ELCVIA(13), No. 2, 2014, pp. 32.
WWW Link. 1408
BibRef

Boroujeni, H.S.[Hamid Shayegh], Charkari, N.M.[Nasrollah Moghadam],
Robust moving shadow detection with hierarchical mixture of MLP experts,
SIViP(8), No. 7, October 2014, pp. 1291-1305.
WWW Link. 1410
BibRef

Sanin, A.[Andres], Sanderson, C.[Conrad], Lovell, B.C.[Brian C.],
Shadow detection: A survey and comparative evaluation of recent methods,
PR(45), No. 4, 2012, pp. 1684-1695.
Elsevier DOI 1410
Award, Pattern Recognition, Honorable Mention. Survey, Shadow Detection. Moving cast shadow detection BibRef

Huerta, I.[Ivan], Holte, M.B.[Michael B.], Moeslund, T.B.[Thomas B.], Gonzŕlez, J.[Jordi],
Chromatic shadow detection and tracking for moving foreground segmentation,
IVC(41), No. 1, 2015, pp. 42-53.
Elsevier DOI 1508
BibRef
Earlier:
Detection and removal of chromatic moving shadows in surveillance scenarios,
ICCV09(1499-1506).
IEEE DOI 0909
Detecting moving objects BibRef

Xia, H.[Haiying], Song, S.[Shuxiang], He, L.[Liping],
A modified Gaussian mixture background model via spatiotemporal distribution with shadow detection,
SIViP(10), No. 1, February 2016, pp. 343-350.
WWW Link. 1601
BibRef


Hanif, M.[Muhammad], Hussain, F.[Fawad], Yousaf, M.H.[Muhammad Haroon], Velastin, S.A.[Sergio A.], Chen, Z.Z.[Ze-Zhi],
Shadow Detection for Vehicle Classification in Urban Environments,
ICIAR17(352-362).
Springer DOI 1706
BibRef

Wang, B.[Bingshu], Yuan, Y.[Yule], Zhao, Y.[Yong], Zou, W.B.[Wen-Bin],
Adaptive Moving Shadows Detection Using Local Neighboring Information,
DGMMCV16(II: 521-535).
Springer DOI 1704
BibRef

Russell, M., Zou, J.J., Fang, G.,
A Novel Region-Based Method for Moving Shadow Detection,
DICTA16(1-6)
IEEE DOI 1701
Computer vision BibRef

Lin, C.W.[Chih-Wei],
Scale-Relation Feature for Moving Cast Shadow Detection,
MMMod17(II: 331-342).
Springer DOI 1701
BibRef

Lee, J.T.[Jong Taek], Lim, K.T.[Kil-Taek], Chung, Y.[Yunsu],
Moving Shadow Detection from Background Image and Deep Learning,
VSWS15(299-306).
Springer DOI 1603
BibRef

Wang, B.S.[Bing-Shu], Zhu, W.Q.[Wen-Qian], Zhao, Y.[Yong], Zhang, Y.J.[Yong-Jun],
Moving Cast Shadow Detection Using Joint Color and Texture Features with Neighboring Information,
GPID15(15-25).
Springer DOI 1603
BibRef

Kumar, P.,
Intrinsic Image Based Moving Object Cast Shadow Removal in Image Sequences,
DICTA11(410-415).
IEEE DOI 1205
BibRef

Kolawole, A.[Akintola], Tavakkoli, A.[Alireza],
Robust Foreground Detection in Videos Using Adaptive Color Histogram Thresholding and Shadow Removal,
ISVC11(II: 496-505).
Springer DOI 1109
BibRef

Li, X.[Xue], Zhang, Y.J.[Yu-Jin], Liu, B.D.[Bao-Di],
Robust Moving Cast Shadows Detection and Removal with Reliability Checking of the Color Property,
ICIG11(440-445).
IEEE DOI 1109
BibRef

Chen, C.C.[Chia-Chih], Aggarwal, J.K.,
Human Shadow Removal with Unknown Light Source,
ICPR10(2407-2410).
IEEE DOI 1008
BibRef

Scandaliaris, J.[Jorge], Villamizar, M.[Michael], Sanfeliu, A.[Alberto],
Comparative Analysis for Detecting Objects Under Cast Shadows in Video Images,
ICPR10(4577-4580).
IEEE DOI 1008
BibRef

Qin, R.[Rui], Liao, S.C.[Sheng-Cai], Lei, Z.[Zhen], Li, S.Z.[Stan Z.],
Moving Cast Shadow Removal Based on Local Descriptors,
ICPR10(1377-1380).
IEEE DOI 1008
BibRef

Moro, A.[Alessandro], Terabayashi, K.[Kenji], Umeda, K.[Kazunori],
Detection of Moving Objects with Removal of Cast Shadows and Periodic Changes Using Stereo Vision,
ICPR10(328-331).
IEEE DOI 1008
BibRef

Sanin, A.[Andres], Sanderson, C.[Conrad], Lovell, B.C.[Brian C.],
Improved Shadow Removal for Robust Person Tracking in Surveillance Scenarios,
ICPR10(141-144).
IEEE DOI 1008
BibRef

San Miguel, J.C.[Juan C.], Martinez, J.M.[Jose M.],
Shadow detection in video surveillance by maximizing agreement between independent detectors,
ICIP09(1141-1144).
IEEE DOI 0911
BibRef

Chen, Z.Z.[Ze-Zhi], Pears, N.[Nick], Freeman, M.[Michael], Austin, J.[Jim],
Background Subtraction in Video Using Recursive Mixture Models, Spatio-Temporal Filtering and Shadow Removal,
ISVC09(II: 1141-1150).
Springer DOI 0911
BibRef

Dammavalam, S.R.[Srinivasa Rao], Piciarelli, C.[Claudio], Micheloni, C.[Christian], Foresti, G.L.[Gian Luca],
Shadow Removal in Outdoor Video Sequences by Automatic Thresholding of Division Images,
CIAP09(190-198).
Springer DOI 0909
BibRef

Madsen, C.B.[Claus B.], Moeslund, T.B.[Thomas B.], Pal, A.[Amit], Balasubramanian, S.[Shankkar],
Shadow Detection in Dynamic Scenes Using Dense Stereo Information and an Outdoor Illumination Model,
Dyn3D09(110-125).
Springer DOI 0909
BibRef

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

Huang, J.B.[Jia-Bin], Chen, C.S.[Chu-Song],
Moving cast shadow detection using physics-based features,
CVPR09(2310-2317).
IEEE DOI 0906
BibRef

Wang, Y.X.[Yu-Xuan], Cheng, H.D., Shan, J.[Juan],
Detecting shadows of moving vehicles based on HMM,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Nghiem, A.T., Bremond, F., Thonnat, M.,
Shadow Removal in Indoor Scenes,
AVSBS08(291-298).
IEEE DOI 0809
See also Commentary Paper on Shadow Removal in Indoor Scenes. BibRef

Sofka, M.[Michal],
Commentary Paper on 'Shadow Removal in Indoor Scenes',
AVSBS08(299-300).
IEEE DOI 0809
See also Shadow Removal in Indoor Scenes. BibRef

Huang, J.B.[Jia-Bin], Chen, C.S.[Chu-Song],
Learning Moving Cast Shadows for Foreground Detection,
VS08(xx-yy). 0810
BibRef

Zha, Y.F.[Yu-Fei], Chu, Y.[Ying], Bi, D.Y.[Du-Yan],
A Boosting Discriminative Model for Moving Cast Shadow Detection,
EMMCVPR07(253-266).
Springer DOI 0708
BibRef

Lo, K.H.[Kuo-Hua], Yang, M.T.[Mau-Tsuen], Lin, R.Y.[Rong-Yu],
Shadow Removal for Foreground Segmentation,
PSIVT06(342-352).
Springer DOI 0612
BibRef

Bevilacqua, A.[Alessandro],
A Novel Shadow Detection Algorithm for Real Time Visual Surveillance Applications,
ICIAR06(II: 906-917).
Springer DOI 0610
BibRef

Duque, D., Santos, H., Cortez, P.,
Moving Object Detection Unaffected by Cast Shadows, Highlights and Ghosts,
ICIP05(III: 413-416).
IEEE DOI 0512
BibRef

Porikli, F.M.[Fatih M.], Thornton, J.[Jay],
Shadow Flow: A Recursive Method to Learn Moving Cast Shadows,
ICCV05(I: 891-898).
IEEE DOI 0510
BibRef

Renno, J.P.R., Orwell, J., Jones, G.A.,
Evaluation of shadow classification techniques for object detection and tracking,
ICIP04(I: 143-146).
IEEE DOI 0505
BibRef

Nicolas, H.,
Moving shadow representation based on a level curves decomposition,
ICIP04(V: 3045-3048).
IEEE DOI 0505
BibRef

Hsieh, J.W.[Jun-Wei], Yu, S.H.[Shih-Hao], Chen, Y.S.[Yung-Sheng], Hu, W.F.[Wen-Fong],
A shadow elimination method for vehicle analysis,
ICPR04(IV: 372-375).
IEEE DOI 0409
BibRef

Siala, K., Chakchouk, M., Besbes, O.[Olfa], Chaieb, F.,
Moving shadow detection with support vector domain description in the color ratios space,
ICPR04(IV: 384-387).
IEEE DOI 0409
BibRef

Toth, D., Stuke, I., Wagner, A., Aach, T.,
Detection of moving shadows using mean shift clustering and a significance test,
ICPR04(IV: 260-263).
IEEE DOI 0409
BibRef

Yoneyama, A., Yeh, C.H.[Chia H.], Kuo, C.C.J.,
Moving cast shadow elimination for robust vehicle extraction based on 2D joint vehicle/shadow models,
AVSBS03(229-236).
WWW Link. 0310
BibRef

Bräuer-Burchardt, C.[Christian],
Detection of Strong Shadows in Monochromatic Video Streams,
SCIA03(646-653).
Springer DOI 0310
BibRef

Lo, B.P.L.[Benny P.L.], Yang, G.Z.[Guang-Zhong],
Neuro-Fuzzy Shadow Filter,
ECCV02(III: 381 ff.).
Springer DOI 0205
Shadows in video using combination of 4 different filters. BibRef

Mikic, I.[Ivana], Cosman, P.C.[Pamela C.], Kogut, G.T.[Greg T.], Trivedi, M.M.[Mohan M.],
Moving Shadow and Object Detection in Traffic Scenes,
ICPR00(Vol I: 321-324).
IEEE DOI 0009
BibRef

Onoguchi, K.[Kazunori],
Shadow Elimination Method for Moving Object Detection,
ICPR98(Vol I: 583-587).
IEEE DOI 9808
BibRef

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


Last update:Sep 18, 2017 at 11:34:11