18.3.3 Motion Detection, Analysis of Motion Detectors

Turner, L.E.,
A System for the Automatic Recognition of Moving Patterns,
IT(12), April 1966, pp. 195-205. BibRef 6604

King, W.J.[William J.],
Automatic pattern recognition apparatus,
US_Patent4,612,666, Sep 16, 1986
WWW Version. BibRef 8609

Olesen, L.[Lykke],
Method and device for supervising the speed of an object,
US_Patent4,214,265, 07/22/1980.
HTML Version. Speed based on time to travel specific distance in image. BibRef 8007

Evans, J.D.[James D.], Pool, S.L.[Sam L.],
Apparatus and method for monitoring sports contests,
US_Patent4,183,056, Jan 8, 1980
WWW Version. Line monitoring. BibRef 8001

Graefe, V.,
A Pre-Processor for the Real-Time Interpretation of Dynamic Scenes,
ISPDSA83(519-531). BibRef 8300

Huber, J., Graefe, V.,
Quantitative Interpretation of Image Velocities in Real Time,
Motion91(211-216). BibRef 9100

Grinaker, S.,
Real-Time Processing of Rasterscan Images,
ISPDSA83(549-562). BibRef 8300

Spoer, P.,
Displacement Estimation for Objects on Moving Background,
ISPDSA83(424-436). BibRef 8300

Mahoney, T.W.[Trevor W.],
Video movement detector,
US_Patent4,458,266, Jul 3, 1984
WWW Version. BibRef 8407

Roeder, B.J.[Barbara J.], Harwood, L.A.[Leopold A.], Weckenbrock, H.J.[Hermann J.],
Interfield image motion detector for video signals,
US_Patent4,661,853, 04/28/1987.
HTML Version. BibRef 8704

Flannaghan, B.A.[Barry A.],
Apparatus for processing a television signal including a movement detector,
US_Patent4,703,358, Oct 27, 1987
WWW Version. BibRef 8710

Mijiyawa, M.[Mekano],
Image-processing device for estimating the motion of objects situated in said image,
US_Patent4,760,445, Jul 26, 1988
WWW Version. BibRef 8807

Liou, S.P.[Shih-Ping], and Jain, R.C.[Ramesh C.],
Motion Detection in Spatio-Temporal Space,
CVGIP(45), No. 2, February 1989, pp. 227-250.
WWW Version. BibRef 8902
Earlier: CVWS87(352-354). Analysis of existing motion detectors. BibRef

Liou, S.P.[Shih-Ping],
Model based motion estimation using constrained weighted least squares,
ICIP94(II: 810-814).
IEEE DOI Link 9411
BibRef

Strobach, P.,
Quadtree-Structured Linear Prediction Models for Image Sequence Processing,
PAMI(11), No. 7, July 1989, pp. 742-748.
IEEE Abstract. IEEE Top Reference.
WWW Version. BibRef 8907

La Corte, A., Lombardo, A., Palazzo, S., Zinna, S.,
Modeling activity in VBR video sources,
SP:IC(3), No. 2-3, June 1991, pp. 167-178.
WWW Version. 0001
BibRef

Nelson, R.C., and Polana, R.,
Qualitative Recognition of Motion Using Temporal Texture,
CVGIP(56), No. 1, July 1992, pp. 78-89.
WWW Version. BibRef 9207
And: A2, A1:
Recognition of Motion from Temporal Texture,
CVPR92(129-134).
IEEE Abstract. IEEE Top Reference. BibRef
And:
Temporal Texture Analysis,
DARPA92(555-559). BibRef

Polana, R.[Ramprasad], and Nelson, R.C.[Randal C.],
Temporal Texture and Activity Recognition,
MBR97(Chapter 5). University of Rochester BibRef 9700

Nelson, R.C.,
Qualitative Detection of Motion by a Moving Observer,
IJCV(7), No. 1, November 1991, pp. 33-46.
Springer DOI Link BibRef 9111
Earlier: CVPR91(173-178).
IEEE Abstract. IEEE Top Reference. BibRef
And: DARPA90(329-338). Simple real-time method -- major changes in the flow field. BibRef

Werkhoven, P., Snippe, H.P., Koenderink, J.J.,
Metrics for the Strength of Low-Level Motion Perception,
JVCIR(1), 1990, pp. 176-188. BibRef 9000

Karmann, K.P.[Klaus-Peter], von Brandt, A.[Achim],
Method for detecting and tracking moving objects in a digital image sequence having a stationary background,
US_Patent5,034,986, 07/23/1991.
HTML Version. BibRef 9107

von Brandt, A.[Achim],
Method for the determination of motion vector fields from digital image sequences,
US_Patent4,924,310, 05/08/1990.
HTML Version. BibRef 9005

Lee, J.C., Sheu, B.J., Choi, J., and Chellappa, R.,
A Mixed-Signal VLSI Neuroprocessor for Image Restoration,
CirSysVideo(2), No. 3, September 1992, pp. 319-324.
IEEE Top Reference. BibRef 9209

Lee, J.C., Sheu, B.J., Fang, W.C., and Chellappa, R.,
VLSI Neuroprocessors for Video Motion Detection,
TNN(4), March 1993, pp. 178-191. BibRef 9303

Ishii, H.[Hirofumi], Morimura, A.[Atsushi],
Fluctuation stabilization image pickup device,
US_Patent5,053,875, Oct 1, 1991
WWW Version. BibRef 9110
And:
Motion vector detector employing image subregions and median values,
US_Patent5,157,732, 10/20/1992
HTML Version. BibRef
Earlier:
Image motion vector detecting apparatus,
US_Patent5,111,511, 05/05/1992.
HTML Version. BibRef

Nakayama, M.[Mizuo], Kuwajima, S.[Shigesumi], Suzuki, T.[Takahito], Miyake, K.[Kazushi], Shibata, T.[Tsutomu], Seki, C.[Chikashi],
Motion analyzing/advising system,
US_Patent5,111,410, May 5, 1992
WWW Version. BibRef 9205

Nouso, K.[Kazunori],
Image movement detecting apparatus,
US_Patent5,233,417, Aug 3, 1993
WWW Version. BibRef 9308

Lee, W.P.[Wade P.], Evans, S.T.[Scott T.],
Motion detector with improved signal discrimination,
US_Patent5,309,147, May 3, 1994
WWW Version. BibRef 9405

Zhang, J.,
Motion Detectors and Motion Segregation,
SV(9), 1995, pp. 261-273. BibRef 9500

Prokopowicz, P.N., Cooper, P.R.,
The Dynamic Retina: Contrast and Motion Detection for Active Vision,
IJCV(16), No. 3, November 1995, pp. 191-204.
Springer DOI Link BibRef 9511 IJCV(16), No. 3, November 1995, pp. 191-204.
Springer DOI Link BibRef CVPR93(728-729).
IEEE Abstract. IEEE Top Reference. Detects image contrast using "undesirable" motion. For an extension: See also resonant retina: Exploiting vibration noise to optimally detect edges in an image, The. BibRef

Prokopowicz, P.N.[Peter N.], and Cooper, P.R.[Paul R.],
Integrating Visual Information across Camera Movements with a Visual-Motor Calibration Map,
AAAI-96(1124-1132). BibRef 9600

Blake, A., Hamid, G., Tarassenko, L.,
A Design for a Visual-Motion Transducer,
RA(11), No. 5, October 1995, pp. 625-633. BibRef 9510
Earlier: ICCV93(237-241).
IEEE DOI Link 0403
BibRef

Okamotoc, Y.[Yasukazu],
Method and apparatus for detecting changes in dynamic images,
US_Patent5,548,659, Aug 20, 1996
WWW Version. BibRef 9608

Chen, W.G.[Wei-Ge], Nandhakumar, N., Martin, W.N.,
Image Motion Estimation From Motion Smear: A New Computational Model,
PAMI(18), No. 4, April 1996, pp. 412-425.
IEEE Abstract. IEEE Top Reference.
WWW Version. 9605
BibRef
Earlier:
Estimating image motion from smear: a sensor system and extensions,
ICIP95(I: 199-202).
IEEE DOI Link 9510
BibRef
Earlier:
Investigating a New Visual Cue for Image Motion Estimation: 'Motion-from-Smear',
ICIP94(III: 761-765).
IEEE DOI Link 9411
BibRef

Fermin, I., Imiya, A., Ichikawa, A.,
Randomized Polygon Search for Planar Motion Detection,
PRL(17), No. 10, September 2 1996, pp. 1109-1115. Rigid Motion. Point Correspondences. Hough Transform. BibRef 9609

Imiya, A.[Atsushi], Fermin, I.[Iris],
Voting method for planarity and motion detection,
IVC(17), No. 12, October 1999, pp. 867-879.
WWW Version. See also Voting method for the detection of subpixel flow field. BibRef 9910

Torr, P.H.S., Murray, D.W.,
Statistical Detection of Independent Movement from a Moving Camera,
IVC(11), No. 4, May 1993, pp. 180-187.
WWW Version.
HTML Version. BibRef 9305
Earlier: BMVC92(79-88).
PDF Version. BibRef

Torr, P.H.S., Wong, T., Murray, D.W., Zisserman, A.,
Cooperating Motion Processes,
BMVC91(xx-yy).
PDF Version. 9109
BibRef

Torr, P.H.S., Murray, D.W.,
Stochastic Motion Clustering,
ECCV94(B:328-337).
Springer DOI Link BibRef 9400
Earlier:
Outlier Detection and Motion Segmentation,
SPIE(2059), 1993, pp. 432-443. Segment independently moving objects using epipolar constraints. BibRef

Torr, P.H.S.,
Motion Segmentation and Outlier Detection,
Ph.D.Thesis, 1995. BibRef 9500 Oxford Univ.(Ouel 1987/93), 1995. BibRef

Kälviäinen, H.[Heikki],
Motion Detection Using the Randomized Hough Transform: Exploiting Gradient Information and Detecting Multiple Moving-Objects,
VISP(143), No. 6, December 1996, pp. 361-369. 9702
BibRef
Earlier:
Motion estimation and the Randomized Hough Transform (RHT): New methods with gradient information,
CAIP93(191-198).
Springer DOI Link 9309
BibRef

Kalviainen, H., Oja, E., Xu, L.,
Randomized Hough Transform Applied to Translational and Rotational Motion Analysis,
ICPR92(I:672-675).
IEEE DOI Link Hough, Motion. BibRef 9200

Bello, M.G.,
A Random-Field Model-Based Algorithm for Anomalous Complex Image Pixel Detection,
IP(1), No. 2, April 1992, pp. 186-196.
IEEE DOI Link BibRef 9204

Ardizzone, E., Chella, A., Gaglio, S., Sorbello, F.,
Motion Analysis Using the Novelty Filter,
PRL(12), 1991, pp. 177-182. BibRef 9100

Dinstein, I.,
A New Technique for Visual Motion Alarm,
PRL(8), 1988, pp. 347-351. BibRef 8800

Wei, T.X., Dubuisson, B.,
Some Experiments on the Detection of Three-Dimensional Motion of Rigid Objects in Blocks World,
PRL(4), 1986, pp. 453-464. BibRef 8600

van de Walle, R., Lemahieu, I., Peynsaert, J., Dedeene, Y., Achten, E.,
Motion Detection from the Measured Signals in Magnetic-Resonance-Imaging,
SP(55), No. 3, December 1996, pp. 375-379. 9703
BibRef

van de Walle, R., Lemahieu, I., Kerckaert, J., Achten, E.,
Detection of motion during projection reconstruction magnetic resonance imaging,
ICIP96(III: 563-566).
IEEE DOI Link 9610
BibRef

Mester, R.[Rudolf], Aach, T.[Til],
Method for change detection in moving images,
US_Patent5,654,772, Aug 5, 1997
WWW Version. BibRef 9708

Kim, S., Kim, Y.[Yonggil], Yim, K., Chung, H., Choi, K., Kim, Y.[Yongdeak], Jung, G.,
A Fast Motion Estimator for Real-Time System,
Consumer(43), No. 1, February 1997, pp. 24-33. 9704
BibRef

Choi, J.H., Jang, J.W., Lee, S.P., Kwak, H.S.,
Multiple Moving Object Estimation in Image Sequences of a Natural Scene,
OptEng(36), No. 8, August 1997, pp. 2176-2183. 9708
BibRef

Chong, M.N., Krishnan, D.,
An Edge-Preserving MRF Model for the Detection of Missing Data in Image Sequences,
SPLetters(5), No. 4, April 1998, pp. 81-83.
IEEE Top Reference. 9804
BibRef

Krishnan, D., Chong, M.N., Kalra, S.,
On the Computational Aspects of Gibbs-Markov Random Field Modeling of Missing-Data in Image Sequences,
IP(8), No. 8, August 1999, pp. 1139-1142.
IEEE DOI Link BibRef 9908

Kalra, S.[Showbhik], Krishnan, D.[Dilip], Chong, M.N.,
A MRF Model Based Scheme for Accurate Detection and Adaptive Interpolation of Missing Data in Highly Corrupted Image Sequences,
ICIP99(II:890-893).
IEEE Abstract. IEEE Top Reference. BibRef 9900

Caplier, A., Luthon, F., Dumontier, C.,
Real-Time Implementations of an MRF-Based Motion Detection Algorithm,
RealTimeImg(4), No. 1, February 1998, pp. 41-54. 9805
BibRef

Luthon, F.[Franck], Popescu, G.V.[George V.], Caplier, A.[Alice],
An MRF based motion detection algorithm implemented on analog resistive network,
ECCV94(A:167-174).
Springer DOI Link 9405
BibRef

Adkins, W.A.[William A.], Pierce, J.H.[James H.],
Passive velocity measuring device,
US_Patent5,742,699, 04/21/1998.
HTML Version. BibRef 9804

Matthews, K.E., Namazi, N.M.,
A Bayes Decision Test for Detecting Uncovered Background and Moving Pixels in Image Sequences,
IP(7), No. 5, May 1998, pp. 720-728.
IEEE DOI Link 9805
Dept. of Electrical Engineering. The Catholic Univ. of America. See also Simultaneous Motion Estimation and Filtering of Image Sequences. BibRef

Mech, R., Wollborn, M.,
A Noise Robust Method for 2D Shape Estimation of Moving Objects in Video Sequences Considering a Moving Camera,
SP(66), No. 2, April 1998, pp. 203-217. 9807
BibRef

Garrido, L., Salembier, P., Garcia, D.,
Extensive Operators in Partition Lattices for Image Sequence Analysis,
SP(66), No. 2, April 1998, pp. 157-180. 9807
BibRef

Caselles, V., Garrido, L., Igual, L.,
A Contrast Invariant Approach to Motion Estimation,
ScaleSpace05(242-253).
WWW Version. 0505
BibRef

Rowekamp, T.[Thomas], and Peters, L.[Liliane],
A Compact Sensor for Visual Motion Detection,
Videre(1), No. 2, Winter 1998, pp. xx-yy. Hardware implementation.
HTML Version.
PDF Version. BibRef 9800

Iliev, P., Tsekov, L.,
Motion detection using image histogram sequence analysis,
SP(30), No. 3, 1993, pp. 373-384. BibRef 9300

Marzetta, T.L., Shepp, L.A.,
A Surprising Radon Transform Result and Its Application to Motion Detection,
IP(8), No. 8, August 1999, pp. 1039-1049.
IEEE DOI Link BibRef 9908
And:
A New Radon Transform Result,
ICIP97(I: 703-706).
IEEE DOI Link BibRef

Zhang, L.[Lin], Sakurai, T.[Tatsunari], Miike, H.[Hidetoshi],
Detection of motion fields under spatio-temporal non-uniform illumination,
IVC(17), No. 3/4, March 1999, pp. 309-320.
WWW Version. BibRef 9903

Chaudhury, K., Mehrotra, R., Srinivasan, C.,
Detecting 3-D Motion Field from Range Image Sequences,
SMC-B(29), No. 2, April 1999, pp. 308.
IEEE Top Reference. BibRef 9904

Dumontier, C., Luthon, F., Charras, J.P.,
Real-Time DSP Implementation for MRF-Based Video Motion Detection,
IP(8), No. 10, October 1999, pp. 1341-1347.
IEEE DOI Link BibRef 9910

Beare, R., Bouzerdoum, A.,
Biologically inspired local motion detector architecture,
JOSA-A(16), No. 9, September 1999, pp. 2059-2068. BibRef 9909

Cheung, J.F.Y., Wicks, M.C., Genello, G.J., Kurz, L.,
A Statistical Theory for Optimal Detection of Moving Objects in Variable Corruptive Noise,
IP(8), No. 12, December 1999, pp. 1772-1787.
IEEE DOI Link 9912
BibRef

Deng, H., Himed, B., Wicks, M.C.,
Image Feature-Based Space-Time Processing for Ground Moving Target Detection,
SPLetters(13), No. 4, April 2006, pp. 216-219.
IEEE DOI Link 0604
BibRef

Wixson, L.E.,
Detecting Salient Motion by Accumulating Directionally-Consistent Flow,
PAMI(22), No. 8, August 2000, pp. 774-780.
IEEE Abstract. IEEE Top Reference.
WWW Version. 0010
BibRef
Earlier: Add A2: Hansen, M.W.[Mike W.], ICCV99(797-804).
IEEE DOI Link Motion detection, but only the interesting motions. Use cumulative consistent flow. BibRef

Wildes, R.P., Wixson, L.E.,
Detecting Salient Motion Using Spatiotemporal Filters and Optical Flow,
DARPA98(349-356). BibRef 9800

Wixson, L.E.[Lambert Ernest], Hsu, S.C.[Stephen Charles],
Method and apparatus for detecting object movement within an image sequence,
US_Patent5,847,755, 12/08/1998.
HTML Version. BibRef 9812

Wixson, L.E.[Lambert Ernest],
Method and apparatus for image-based object detection and tracking,
US_Patent6,434,254, Aug 13, 2002
WWW Version. BibRef 0208

Cho, Y.H.[Yong-Hun],
Motion picture detecting method,
US_Patent5,959,681, Sep 28, 1999
WWW Version. BibRef 9909

Koller, D.P.[David P.], Preschutti, J.P.[Joseph P.],
Video motion detector with global insensitivity,
US_Patent6,130,707, Oct 10, 2000
WWW Version. BibRef 0010

Kashiwazaki, T.[Takashi],
Image processing apparatus, image processing method, navigation apparatus, program storage device and computer data signal embodied in carrier wave,
US_Patent6,249,214, Jun 19, 2001
WWW Version. BibRef 0106

Etienne-Cummings, R.[Ralph],
Biologically Inspired Visual Motion Detection in VLSI,
IJCV(44), No. 3, September-October 2001, pp. 175-198.
WWW Version. 0111
BibRef

Rechsteiner, M.[Martin], Mahler, H.[Hansjurg],
Movement detector,
US_Patent6,246,321, Jun 12, 2001
WWW Version. Both visible and IR BibRef 0106

Wu, Q.Z.[Quen-Zong], Cheng, H.Y.[Hsu-Yung], Jeng, B.S.[Bor-Shenn],
Motion detection via change-point detection for cumulative histograms of ratio images,
PRL(26), No. 5, April 2005, pp. 555-563.
WWW Version. 0501
BibRef

Hill, L., Vlachos, T.,
Optimal search in Hough parameter hyperspace for estimation of complex motion in image sequences,
VISP(149), No. 2, April 2002, pp. 63-71.
IEEE Top Reference. 0208
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Piroddi, R., Vlachos, T.,
A Simple Framework for Spatio-Temporal Video Segmentation and Delayering Using Dense Motion Fields,
SPLetters(13), No. 7, July 2006, pp. 421-424.
IEEE DOI Link 0606
BibRef
Earlier:
Multiple-Feature Spatiotemporal Segmentation of Moving Sequences using a Rule-based Approach,
BMVC02(Poster Session). 0208
BibRef

Argyriou, V., Vlachos, T.,
Performance study of gradient correlation for sub-pixel motion estimation in the frequency domain,
VISP(152), No. 1, February 2005, pp. 107-114.
IEEE Abstract. IEEE Top Reference. 0501
BibRef
And:
A study of sub-pixel motion estimation using phase correlation,
BMVC06(I:387).
PDF Version. 0609
BibRef
Earlier:
Motion Estimation Using Quad-Tree Phase Correlation,
ICIP05(I: 1081-1084).
IEEE DOI Link 0512
BibRef

Argyriou, V., Vlachos, T.,
Quad-Tree Motion Estimation in the Frequency Domain Using Gradient Correlation,
MultMed(9), No. 6, October 2007, pp. 1147-1154.
IEEE DOI Link 0905
BibRef

Tzimiropoulos, G., Argyriou, V., Stathaki, T.,
A Frequency Domain Approach to Roto-translation Estimation using Gradient Cross-Correlation,
BMVC08(xx-yy).
PDF Version. 0809
BibRef

de Vleeschouwer, C., Nilsson, T., Denolf, K., Bormans, J.,
Algorithmic and architectural co-design of a motion-estimation engine for low-power video devices,
CirSysVideo(12), No. 12, December 2002, pp. 1093-1105.
IEEE Top Reference. 0301
BibRef

de Vleeschouwer, C., Nilsson, T.,
Motion Estimation for Low Power Video Devices,
ICIP01(II: 953-956).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Ren, Y.[Ying], Chua, C.S.[Chin-Seng], Ho, Y.K.[Yeong-Khing],
Motion detection with nonstationary background,
MVA(13), No. 5-6, 2003, pp. 332-343.
HTML Version. 0304
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Earlier: CIAP01(78-83).
IEEE Top Reference. 0210
BibRef

Hongler, M.O.[Max-Olivier], de Meneses, Y.L.[Yuri L.], Beyeler, A.[Antoine], Jacot, J.[Jacques],
The resonant retina: Exploiting vibration noise to optimally detect edges in an image,
PAMI(25), No. 9, September 2003, pp. 1051-1062.
IEEE Abstract. IEEE Top Reference. 0309
Edge Detection. Use the vibration induced jitter in the image. See also Dynamic Retina: Contrast and Motion Detection for Active Vision, The. BibRef

Bevilacqua, A.[Alessandro],
Optimizing parameters of a motion detection system by means of a distributed genetic algorithm,
IVC(23), No. 9, 1 September 2005, pp. 815-829.
WWW Version. 0508
BibRef

Collobert, M.[Michael],
Method for determining movement of objects in a video image sequence,
US_Patent6,754,372, Jun 22, 2004
WWW Version. BibRef 0406

Aoki, T.[Takahiro], Nakayama, O.[Osafumi], Shiohara, M.[Morito], Murakami, Y.[Yoshishige],
Method and apparatus for detecting moving object,
US_Patent6,931,146, Aug 16, 2005
WWW Version. BibRef 0508

Tsotsos, J.K.[John K.], Liu, Y.J.[Yue-Ju], Martinez-Trujillo, J.C.[Julio C.], Pomplun, M.[Marc], Simine, E.[Evgueni], Zhou, K.H.[Kun-Hao],
Attending to visual motion,
CVIU(100), No. 1-2, October-November 2005, pp. 3-40.
WWW Version. 0510
BibRef

Tsotsos, J.K., Pomplun, M., Martinez-Trujillo, J.C., Zhou, K.H.[Kun-Hao],
Attending to visual motion: localizing and classifying affine motion patterns,
CRV04(452-462).
IEEE Abstract. IEEE Top Reference. 0408
BibRef

Tsotsos, J.K.[John K.], Pomplun, M.[Marc], Liu, Y.J.[Yue-Ju], Martinez-Trujillo, J.C.[Julio C.], Simine, E.[Evgueni],
Attending to Motion: Localizing and Classifying Motion Patterns in Image Sequences,
BMCV02(439 ff.).
HTML Version. 0303
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Cardoso, J.S.[Jaime S.], Corte-Real, L.[Luis],
Accumulator size minimization for a fast cumulant-based motion estimator,
CirSysVideo(15), No. 12, December 2005, pp. 1660-1664.
IEEE DOI Link 0601
BibRef

Cardoso, J.S.[Jaime S.], Cardoso, J.C.S.[Jorge C. S.], Corte-Real, L.[Luis],
Object-Based Spatial Segmentation of Video Guided by Depth and Motion Information,
Motion07(7-7).
IEEE DOI Link 0702
BibRef

Veit, T.[Thomas], Cao, F.[Frédéric], Bouthemy, P.[Patrick],
An a contrario Decision Framework for Region-Based Motion Detection,
IJCV(68), No. 2, June 2006, pp. 163-178.
Springer DOI Link 0606
BibRef
Earlier:
An a contrario decision framework for motion detection,
INRIARR-5313, 2004.
HTML Version.
HTML Version. BibRef
Earlier:
A Maximality Principle Applied to a Contrario Motion Detection,
ICIP05(I: 1061-1064).
IEEE DOI Link 0512
BibRef
Earlier:
Probabilistic parameter-free motion detection,
CVPR04(I: 715-721).
IEEE Abstract. IEEE Top Reference. 0408
Perceptual grouping based motion detection. BibRef

Fablet, R., Bouthemy, P.,
Motion Recognition Using Spatio-temporal Random Walks in Sequence of 2D Motion-related Measurements,
ICIP01(III: 652-655).
IEEE Abstract. IEEE Top Reference. 0108
BibRef

Burghouts, G.J., Geusebroek, J.M.,
Quasi-Periodic Spatiotemporal Filtering,
IP(15), No. 6, June 2006, pp. 1572-1582.
IEEE DOI Link 0606
BibRef

Ambellouis, S., Cabestaing, F., Postaire, J.G.,
Velocity Selective Filters Recursively Implemented in the Spatiotemporal Domain,
IP(15), No. 6, June 2006, pp. 1601-1609.
IEEE DOI Link 0606
BibRef
Earlier:
Velocity selective spatio-temporal filters for motion analysis in image sequence,
ICIP98(I: 231-235).
IEEE DOI Link 9810
BibRef

Bachalany, Y.[Yara], Cabestaing, F.[Francois], Vieren, C.[Christophe], Ambellouis, S.[Sebastien],
An Altered Image Alignment Technique for 3D Motion Estimation of a Reflective Sphere,
IPTA08(1-8).
IEEE DOI Link 0811
BibRef

Laird, E.T.[Edward T.],
Detecting objects by digital imaging device,
US_Patent7,154,531, Dec 26, 2006
WWW Version. BibRef 0612

Ahn, J.H.[Jung-Hong],
Method of calculating sub-pixel movement and position tracking sensor using the same,
US_Patent7,190,812, Mar 13, 2007
WWW Version. BibRef 0703

Jodoin, P.M.[Pierre-Marc], Mignotte, M.[Max], Konrad, J.[Janusz],
Statistical Background Subtraction Using Spatial Cues,
CirSysVideo(17), No. 12, December 2007, pp. 1758-1763.
IEEE DOI Link 0712
BibRef
Earlier:
Background Subtraction Framework Based on Local Spatial Distributions,
ICIAR06(I: 370-380).
Springer DOI Link 0610
BibRef
And:
Light and Fast Statistical Motion Detection Method Based on Ergodic Model,
ICIP06(1053-1056). 0610

IEEE DOI Link BibRef

Jodoin, P.M.[Pierre-Marc], Konrad, J.[Janusz], Saligrama, V.[Venkatesh], Veilleux-Gaboury, V.[Vincent],
Motion detection with an unstable camera,
ICIP08(229-232).
IEEE DOI Link 0810
BibRef

Jodoin, P.M.[Pierre-Marc], Saligrama, V.[Venkatesh], Konrad, J.[Janusz],
Implicit Active-Contouring with MRF,
ICIAR09(178-190).
Springer DOI Link 0907
BibRef

Jodoin, P.M.[Pierre-Marc], Mignotte, M.[Max],
Motion Segmentation Using a K-Nearest-Neighbor-Based Fusion Procedure of Spatial and Temporal Label Cues,
ICIAR05(778-788).
Springer DOI Link 0509
BibRef
Earlier:
Unsupervised Motion Detection Using a Markovian Temporal Model with Global Spatial Constraints,
ICIP04(IV: 2591-2594).
IEEE DOI Link 0505
BibRef

Taylor, E.L.[Eric L.], Seago, R.A.[Robert Alan],
High-speed search of recorded video information to detect motion,
US_Patent7,340,151, Mar 4, 2008
WWW Version. BibRef 0803

Wietzke, L.[Lennart], Sommer, G.[Gerald],
Nonlinear Motion Detection,
CAIP09(1122-1129).
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Chapter on Motion Analysis --Low-Level, Image Level Analysis, Mosaic Generation, Super Resolution, Shape from Motion continues in
Extract Moving Objects from Sequences .