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 Version. 0306 BibRef
Earlier: A3, A2, A1, A4:
Shadow elimination for effective moving object detection with gaussian models,
ICPR02(II: 540-543).
IEEE DOI may work or IEEE-CS DOI may work. 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. IEEE Top Reference. 0307
WWW Version. Evaluation, Shadow Detection. Survey, Shadow Detection. Survey. Classify as statistical and dtererministic. Statistical Nonparametric ( See also Statistical Approach for Real-time Robust Background Subtraction and Shadow Detection, A. or See also Non-Parametric Model for Background Subtraction. ) 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 Abstract. IEEE Top Reference. 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. IEEE Top Reference. 0310 BibRef
Earlier:
Detecting Objects, Shadows and Ghosts in Video Streams by Exploiting Color and Motion Information,
CIAP01(360-365).
IEEE Top Reference. 0210Background 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 Version. 0410 BibRef
Earlier:
Object segmentation in videos from moving camera with MRFs on color and motion features,
CVPR03(I: 405-410).
IEEE Abstract. IEEE Top Reference. 0307Color 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. IEEE Top Reference. 0407 BibRef
Earlier:
Moving shadow detection using a physics-based approach,
ICPR02(II: 701-704).
IEEE DOI may work or IEEE-CS DOI may work. 0211 BibRef

Nicolas, H.,
Shadow Synthesis for Video Postproduction,
SPLetters(12), No. 4, April 2005, pp. 321-324.
IEEE Abstract. IEEE Top Reference. 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 Version. 0512 BibRef
Earlier: A2, A1:
Shadows analysis and synthesis in natural video sequences,
ICIP02(III: 285-288).
IEEE Abstract. IEEE Top Reference. 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 may work or IEEE-CS DOI may work. 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.
WWW Version. 0604 BibRef

Yacoob, Y.[Yaser], Davis, L.S.[Larry S.],
Segmentation using Meta-texture Saliency,
ICCV07(1-8).
IEEE DOI may work or IEEE-CS DOI may work. 0710 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.
WWW Version. 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 Version. 0801Test Data:
WWW Version. 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 Version. 0801Background 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 may work or IEEE-CS DOI may work. 0809Semi-supervised learning. SVM. Adapts to changes. 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).
WWW Version. 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).
WWW Version. 0612 BibRef

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

Zhang, W.[Wei], Fang, X.Z.[Xiang Zhong], Yang, X.K.[Xiao-Kang],
Moving cast shadows detection based on ratio edge,
ICPR06(IV: 73-76).
WWW Version. 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).
WWW Version. 0609 BibRef

Duque, D., Santos, H., Cortez, P.,
Moving Object Detection Unaffected by Cast Shadows, Highlights and Ghosts,
ICIP05(III: 413-416).
IEEE DOI may work or IEEE-CS DOI may work. 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 may work or IEEE-CS DOI may work. 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 may work or IEEE-CS DOI may work. 0505 BibRef

Nicolas, H.,
Moving shadow representation based on a level curves decomposition,
ICIP04(V: 3045-3048).
IEEE DOI may work or IEEE-CS DOI may work. 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 may work or IEEE-CS DOI may work. 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 may work or IEEE-CS DOI may work. 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 may work or IEEE-CS DOI may work. 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).
IEEE Abstract. IEEE Top Reference. 0310 BibRef

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

Lo, B.P.L.[Benny P.L.], Yang, G.Z.[Guang-Zhong],
Neuro-Fuzzy Shadow Filter,
ECCV02(III: 381 ff.).
HTML Version. 0205Shadows 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 may work or IEEE-CS DOI may work.
HTML Version. 0009 BibRef

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

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


Last update:Oct 1, 2008 at 09:28:47