19.4.4 Image Stabilization, Video Stabilization, Alignment

2d3,
1999
WWW Link. Vendor, Tracking. Vendor, Stabilization. Use for movie production. Motion matching and tracking systems. Part of OMG
See also OMG Oxford Metrics Group.

Green, R.R.[Richard R.], Mahler, H.W.[Henry W.], Siau, J.E.[John E.],
Television picture stabilizing system,
US_Patent4,403,256, Sep 6, 1983
WWW Link. BibRef 8309
And: A3, Only: US_Patent4,410,914, Oct 18, 1983
WWW Link. BibRef

Tugaye, J.[Jean],
Apparatus for centering and stabilizing the size of a target image,
US_Patent4,476,494, Oct 9, 1984
WWW Link. BibRef 8410

Seto, Y.[Youichi], Homma, K.[Koichi], Komura, F.[Fuminobu], Yamagata, S.[Shimbu], Kubo, Y.[Yutaka], Mizuno, H.[Hirotaka],
Image correction processing method and apparatus,
US_Patent4,682,300, Jul 21, 1987
WWW Link. Correction of distortions by satellite parameters. BibRef 8707

Atkins, A.A.[Arland A.],
Digital image motion correction method,
US_Patent4,654,876, Mar 31, 1987
WWW Link. BibRef 8703

Yeshurun, Y., and Schwartz, E.L.,
Shape Description with a Space-Variant Sensor: Algorithms for Scan-Path, Fusion, and Convergence over Multiple Scans,
PAMI(11), No. 11, November 1989, pp. 1217-1222.
IEEE DOI BibRef 8911

Mandle, G.[Gary],
Method and apparatus for processing camera an image produced by a video camera to correct for undesired motion of the video camera,
US_Patent4,959,725, Sep 25, 1990
WWW Link. BibRef 9009

Blissett, R.J.[Rodney J.], Collar, M.[Martin],
Image stabilization,
US_Patent5,053,876, Oct 1, 1991
WWW Link. BibRef 9110

Fournier, A.[Antoine],
Image stabilizing apparatus for a portable video camera,
US_Patent5,012,347, Apr 30, 1991
WWW Link. BibRef 9104

Fujioka, A.[Arisa], Konda, T.[Takashi],
Object discriminating apparatus and method therefor,
US_Patent5,020,114, May 28, 1991
WWW Link. BibRef 9105

Koga, T.[Toshio],
Accurate detection of a drastic change between successive pictures,
US_Patent5,032,905, Jul 16, 1991
WWW Link. BibRef 9107

Avis, R.J.A.[Richard J. A.],
Motion dependent video signal processing,
US_Patent5,016,102, May 14, 1991
WWW Link. BibRef 9105

Ueda, K.[Kazuhiko],
Motion vector detector circuit,
US_Patent5,138,445, Aug 11, 1992
WWW Link. BibRef 9208
And:
Motion vector detecting apparatus for detecting motion of image to prevent disturbance thereof,
US_Patent5,291,300, Mar 1, 1994
WWW Link. BibRef

Sakaguchi, T.[Takashi],
Motion detector and image stabilizing system,
US_Patent5,204,741, Apr 20, 1993
WWW Link. BibRef 9304

Egusa, Y.[Yo], Akahori, H.[Hiroshi], Morimura, A.[Atsushi],
Image motion vector detecting device and swing correcting device,
US_Patent5,237,405, Aug 17, 1993
WWW Link. BibRef 9308

Kondo, T.[Tetsujiro],
Electronic image stabilization apparatus,
US_Patent5,289,274, Feb 22, 1994
WWW Link. BibRef 9402

Nishida, Y.[Yoshihiro],
Image blur correcting apparatus,
US_Patent5,189,518, Feb 23, 1993
WWW Link. BibRef 9302

Monro, D.M., Simpson, D.M.,
Alignment Blur in Coherently Averaged Images,
TSP(44), No. 6, June 1996, pp. 1596-1601. 9607
BibRef

Wolberg, G., Loce, R.P.,
Restoration of Images Scanned in the Presence of Vibrations,
JEI(5), No. 1, January 1996, pp. 50-65. BibRef 9601

Anandan, P., and Burt, P.J.,
Image Stabilization by Registration to a Reference Mosaic,
ARPA94(I:425-434). BibRef 9400

Washisu, K.[Koichi],
Image blur prevention apparatus,
US_Patent5,608,703, Mar 4, 1997
WWW Link. BibRef 9703

Burt, P.J.[Peter J.], Irani, M.[Michal], Hsu, S.C.[Stephen Charles], Anandan, P.[Padmanabhan], Hansen, M.W.[Michael W.],
System for automatically aligning images to form a mosaic image,
US_Patent5,649,032, July 15, 1997.
WWW Link. BibRef 9707

Burt, P.J.[Peter J.], van der Wal, G.S.[Gooitzen S.], Kolczynski, R.J.[Raymond J.], Hingorani, R.[Rajesh],
Method for fusing images and apparatus therefor,
US_Patent5,325,449, June 28, 1994.
WWW Link. BibRef 9406
And: US_Patent5,488,674, Jan 30, 1996
WWW Link. BibRef

Burt, P.J.[Peter J.], Hanna, K.J.[Keith J.],
System and method for electronic image stabilization,
US_Patent5,629,988, May 13, 1997
WWW Link. BibRef 9705

Anandan, P., Burt, P.J., Dana, K., Hansen, M.W., and van der Wal, G.S.,
Real-time Scene Stabilization and Mosaic Construction,
ARPA94(I:457-465). BibRef 9400
And: A4, A1, A3, A5 and A4: WACV94(54-62).
IEEE Abstract. BibRef

Mandelbaum, R., McDowell, L., Bogoni, L., Reich, B., Hansen, M.W.,
Real-time Stereo Processing, Obstacle Detection and Terrain Reconstruction from a Vehicle-mounted Moving Stereo Pair of Cameras,
WACV98(288-289).
IEEE DOI 9809
BibRef

Weiss, P.[Peter], Christensson, B.[Bjorn],
Method for adaptive estimation of unwanted global picture instabilities in picture sequences in digital video signals,
US_Patent5,510,834, Apr 23, 1996
WWW Link. BibRef 9604

Hirose, H.[Hisataka],
Vibration compensator with corrects for vibration errors based on servo control unit errors,
US_Patent5,801,769, Sep 1, 1998
WWW Link. BibRef 9809

Fujimori, Y.[Yasuhiro],
Image movement vector detection apparatus,
US_Patent6,034,723, Mar 7, 2000
WWW Link. BibRef 0003

Ina, H.[Hirohiko], Hoshikawa, H.[Hisanori], Funston, D.L.[David L.],
Motion verifying camera and motion verifying photography method,
US_Patent6,298,198, Oct 2, 2001
WWW Link. BibRef 0110

Wixson, L.E.[Lambert Ernest], Mandelbaum, R.[Robert], Hansen, M.W.[Michael Wade], Eledath, J.[Jayakrishnan], Mishra, D.[Deepam],
Method and apparatus for fixating a camera on a target point using image alignment,
US_Patent6,396,961, May 28, 2002
WWW Link. BibRef 0205

Eledath, J., McDowell, L., Hansen, M.W., Wixson, L.E., Pope, A.R., Gendel, G.,
Real-time Fixation, Mosaic Construction, and Moving Object Detection from a Moving Camera,
WACV98(284-285).
IEEE DOI 9809
BibRef

Ozturk, Y., Abut, H.,
A stabilization algorithm for multichannel multidimensional linear prediction of imagery,
IP(1), No. 1, January 1992, pp. 101-106.
IEEE DOI 0402
BibRef

Okino, T.[Toshiyuki], Iinuma, T.[Toshiya], Kobayashi, A.[Akio],
Video camera with electronic picture stabilizer,
US_Patent5,371,539, Dec 6, 1994
WWW Link. BibRef 9412

Toba, A.[Akira], Kobayashi, A.[Akio],
Video camera with electronic picture stabilizer 2,
US_Patent5,563,652, Oct 8, 1996
WWW Link. BibRef 9610
And: A2, A1: US_Patent5,909,242, Jun 1, 1999
WWW Link. BibRef
And: A1, Only: US_Patent5,648,815, Jul 15, 1997
WWW Link. BibRef
And: A1, Only:
Electronic picture stabilizer with movable detection areas nd video camera utilizing the same,
US_Patent6,144,405, Nov 7, 2000
WWW Link. BibRef

Balakirsky, S.B.[Stephen B.], Chellappa, R.[Rama],
Performance Characterization Of Image Stabilization Algorithms,
RealTimeImg(2), No. 5, October 1996, pp. 297-313. 9611
BibRef
Earlier: ICIP96(II: 413-416).
IEEE DOI BibRef
And: UMDTR-3630, April 1996.
WWW Link. And:
WWW Link. BibRef

Morimoto, C., Chellappa, R.,
Fast Electronic Digital Image Stabilization For Off-Road Navigation,
RealTimeImg(2), No. 5, October 1996, pp. 285-296. 9611
BibRef
Earlier: A2, A1:
Fast Electronic Digital Image Stabilization,
ICPR96(III: 284-288).
IEEE DOI 9608
BibRef
Earlier:
Fast 3D Stabilization and Mosaic Construction,
CVPR97(660-665).
IEEE DOI 9704
Deal with rotation. BibRef

Morimoto, C.[Carlos], Chellappa, R.[Rama], Balakirsky, S.B.[Stephen B.],
Fast Image Stabilization and Mosaicking,
DARPA97(285-294). BibRef 9700

Morimoto, C.[Carlos],
Electronic Digital Stabilization: Design and Evaluation, with Applications,
UMD--TR3846, December 1997. Stabilization. Mosaicing.
WWW Link. BibRef 9712

Morimoto, C.[Carlos], Chellappa, R.[Rama],
Evaluation of Image Stabilization Algorithms,
DARPA97(295-302). BibRef 9700

Ariasestrada, M., Tremblay, M., Poussart, D.,
A Focal-Plane Architecture for Motion Computation,
RealTimeImg(2), No. 6, December 1996, pp. 351-360. 9702
BibRef

Jozawa, H., Kamikura, K., Sagata, A., Kotera, H., Watanabe, H.,
Two-Stage Motion Compensation Using Adaptive Global MC and Local Affine MC,
CirSysVideo(7), No. 1, February 1997, pp. 75-85.
IEEE Top Reference. 9703
Motion Compensation. BibRef

Kamikura, K., Watanabe, H., Jozawa, H., Kotera, H., Ichinose, S.,
Global Brightness-Variation Compensation for Video Coding,
CirSysVideo(8), No. 8, December 1998, pp. 988.
IEEE Top Reference. BibRef 9812

Grisell, R.D.,
Noniterative Correction of Images and Motion Sequences,
PRL(5), 1987, pp. 233-241. BibRef 8700

Walker, D.R., Rao, K.R.,
Improved Pel-Recursive Motion Compensation,
Commun(32), 1984, pp. 1128-1134. BibRef 8400

Altunbasak, Y., Tekalp, A.M.,
Closed-Form Connectivity-Preserving Solutions for Motion Compensation Using 2-D Meshes,
IP(6), No. 9, September 1997, pp. 1255-1269.
IEEE DOI 9709
BibRef

Altunbasak, Y., Tekalp, A.M., Bozdagi, G.,
Simultaneous motion-disparity estimation and segmentation from stereo,
ICIP94(III: 73-77).
IEEE DOI 9411
BibRef

Yao, Y.S., Chellappa, R.,
Selective Stabilization of Images Acquired by Unmanned Ground Vehicles,
RA(13), No. 5, October 1997, pp. 693-708. 9710
BibRef
Earlier: ICPR96(III: 289-292).
IEEE DOI 9608
(Univ. of Maryland, USA) BibRef

Yao, Y.S., Burlina, P., Chellappa, R.,
Stabilization of Images Acquired by Unmanned Ground Vehicles,
ARPA96(687-694). BibRef 9600
And: Add A4: Wu, T.H.,
Electronic Image Stabilization Using Multiple Visual Cues,
ICIP95(I: 191-194).
IEEE DOI 9510
BibRef

Jeong, T.H.[Tae Hwa], Jeong, S.W.[Suk Woo],
Method and apparatus for automatically tracking and photographing a moving object,
US_Patent5,714,999, Feb 3, 1998
WWW Link. BibRef 9802

Kobayashi, T.[Takashi],
Image stabilizing device,
US_Patent5,771,069, Jun 23, 1998
WWW Link. BibRef 9806

Lam, C.P., West, G.A.W., Venkatesh, S.,
Stabilizing the Camera to Fixation Point Distance in Active Vision,
CVIU(63), No. 2, 1997. BibRef 9700
And: PR(31), No. 10, October 1998, pp. 1431-1442.
Elsevier DOI 9808
The PR reference says reprinted from CVIU, The listed CVIU reference is not valid (Vol 63 is from 1996). BibRef

Ko, S.J., Lee, S.H., Lee, K.H.,
Digital Image Stabilizing Algorithms Based on Bit-Plane Matching,
Consumer(44), No. 3, August 1998, pp. 617-622. 9810
BibRef

Jourlin, M., Pinoli, J.C.,
Image dynamic range enhancement and stabilization in the context of the logarithmic image processing model,
SP(41), No. 2, 1995, pp. 225-237. BibRef 9500

Krueger, W.,
Robust real-time ground plane motion compensation from a moving vehicle,
MVA(11), No. 4, 1999, pp. 203-212.
Springer DOI 0001
BibRef

Lareau, A.G.[Andre G.], James, B.[Brian], Pfister, W.R.[William R.], Jerkatis, K.J.[Kenneth J.], Beran, S.R.[Stephen R.], Bennett, R.A.[Russell A.],
Electro-optical imaging detector array for a moving vehicle which includes two axis image motion compensation and transfers pixels in row directions and column directions,
US_Patent5,798,786, Aug 25, 1998
WWW Link. BibRef 9808

Burl, M.[Michael], Thomson, R.[Roderick],
Machine method for compensating for non-linear picture transformations, e.g. zoom and pan, in a video image motion compensation system,
US_Patent5,953,079, Sep 14, 1999
WWW Link. BibRef 9909

Gove, R.J.[Robert J.],
Video stabilization system and method,
US_Patent5,973,733, Oct 26, 1999
WWW Link. BibRef 9910

Segerstrom, T.[Torbjorn], Noren, K.[Kjell],
Device for stabilizing of a remotely controlled sensor, like a camera,
US_Patent6,154,317, Nov 28, 2000
WWW Link. BibRef 0011

Crétual, A.[Armel], Chaumette, F.[François],
Dynamic Stabilization of a Pan and Tilt Camera for Submarine Image Visualization,
CVIU(79), No. 1, July 2000, pp. 47-65.
DOI Link 0006
BibRef

Ertürk, S., Dennis, T.J.,
Image sequence stabilisation based on DFT filtering,
VISP(147), No. 2, April 2000, pp. 95. 0005
BibRef

Erdem, Ç.E.[Çigdem Eroglu], Erdem, A.T.[A. Tanju],
An illumination invariant algorithm for subpixel accuracy image stabilization and its effect on MPEG-2 video compression,
SP:IC(16), No. 9, June 2001, pp. 837-857.
Elsevier DOI 0106
Compression. BibRef

Jin, J.S.[Jesse S.], Zhu, Z.G.[Zhi-Gang], Xu, G.Y.[Guang-You],
A stable vision system for moving vehicles,
ITS(1), No. 1, March 2000, pp. 32-39.
IEEE Abstract. 0402
BibRef

Jin, J.S.[Jesse S.], Zhu, Z.G.[Zhi-Gang], Xu, G.Y.[Guang-You],
Digital Video Sequence Stabilization Based on 2.5D Motion Estimation and Inertial Motion Filtering,
RealTimeImg(7), No. 4, August 2001, pp. 357-365.
DOI Link 0110
BibRef

Zhu, Z.G.[Zhi-Gang], Xu, G.Y.[Guang-You], Yang, Y.D.[Yu-Dong], Jin, J.S.[Jesse S.],
Camera Stabilization Based on 2.5D Motion Estimation and Inertial Motion Filtering,
IVS98(329-334). BibRef 9800

Ertürk, S.[Sarp],
Image Sequence Stabilization Based on Kalman Filtering of Frame Positions,
EL(37), No. 20, 2001, pp. 1217-1219. BibRef 0100

Ertürk, S.[Sarp],
Real-Time Digital Image Stabilization Using Kalman Filters,
RealTimeImg(8), No. 4, August 2002, pp. 317-328.
DOI Link 0210
BibRef

Fujisaki, T.[Tatsuo], Nakazawa, I.[Isao], Shiomi, Y.[Yasuhiko],
Image stabilizing device operable responsively to a state of optical apparatus using the same,
US_Patent6,191,813, Feb 20, 2001
WWW Link. BibRef 0102

Couso, J.L.[Jose L.],
Video image stabilization and registration,
US_Patent6,459,822, Oct 1, 2002
WWW Link. BibRef 0210

Kanbara, T.[Tetsuro], Hara, Y.[Yoshihiro], Tamai, K.[Keiji], Hayashi, K.[Kohtaro],
Camera having an image shift detecting function,
US_Patent6,407,771, Jun 18, 2002
WWW Link. BibRef 0206

Tenze, L., Carrato, S., Ramponi, G.,
An alignment algorithm for old motion pictures,
SPLetters(9), No. 10, October 2002, pp. 309-311.
IEEE Top Reference. 0211
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Hathaway, D.H.[David H.], Meyer, P.J.[Paul J.],
Video image stabilization and registration,
US_Patent6,560,375, May 6, 2003
WWW Link. Change in magnification, rotation and translation between video fields. BibRef 0305

Erdem, Ç.E.[Çigdem Eroglu], Ernst, F.[Fabian], Redert, A.[Andre], Hendriks, E.A.[Emile A.],
Temporal stabilization of Video Object Segmentation for 3D-TV applications,
SP:IC(20), No. 2, February 2005, pp. 151-167.
Elsevier DOI 0501
BibRef
Earlier: ICIP04(I: 357-360).
IEEE DOI 0505
BibRef

Mathew, R.[Reji], Zhang, X.[Xing],
Method and apparatus for compensating for jitter in a digital video image,
US_Patent6,628,711, Sep 30, 2003
WWW Link. BibRef 0309

Jones, P.W.[Paul W.],
Automated stabilization method for digital image sequences,
US_Patent6,809,758, Oct 26, 2004
WWW Link. BibRef 0410

Kudo, T.[Toshimichi], Kawahara, H.[Hideo], Murakami, J.[Junichi],
Vibration correction apparatus,
US_Patent6,734,901, May 11, 2004
WWW Link. BibRef 0405

Swift, D.[Dana], Birdsill, L.[Larry],
Method and system for automatic correction of motion artifacts,
US_Patent6,842,196, Jan 11, 2005
WWW Link. BibRef 0501

Mori, Y.[Yukio], Okada, S.[Seiji], Hasegawa, S.[Shoichi],
Camera signal processing device and camera signal processing method,
US_Patent6,937,271, Aug 30, 2005
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Matsushita, Y.[Yasuyuki], Ofek, E.[Eyal], Ge, W.N.[Wei-Na], Tang, X.O.[Xiao-Ou], Shum, H.Y.[Heung-Yeung],
Full-Frame Video Stabilization with Motion Inpainting,
PAMI(28), No. 7, July 2006, pp. 1150-1163.
IEEE DOI 0606
BibRef
Earlier: A1, A2, A4, A5 only:
Full-Frame Video Stabilization,
CVPR05(I: 50-57).
IEEE DOI 0507
Blur. Super Resolution. Fill in missing parts by using data from adjacent frames. Enhance image quality using deblurring -- with data from adjacent frames rather than estimating PSF. BibRef

Pauwels, K.[Karl], Lappe, M.[Markus], van Hulle, M.M.[Marc M.],
Fixation as a Mechanism for Stabilization of Short Image Sequences,
IJCV(72), No. 1, April 2007, pp. 67-78.
Springer DOI 0001
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Bennett, E.P.[Eric P.], Mason, J.L.[John L.], McMillan, L.[Leonard],
Multispectral Bilateral Video Fusion,
IP(16), No. 5, May 2007, pp. 1185-1194.
IEEE DOI 0704
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Bennett, E.P.[Eric P.], McMillan, L.[Leonard],
Video enhancement using per-pixel virtual exposures,
TOG(24), No. 3, July 2005, pp. xx-yy.
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Buehler, C.J., Bosse, M., McMillan, L.,
Non-Metric Image-Based Rendering for Video Stabilization,
CVPR01(II:609-614).
IEEE DOI 0110
BibRef

Chang, H.C.[Hung-Chang], Lai, S.H.[Shang-Hong], Lu, K.R.[Kuang-Rong],
A robust real-time video stabilization algorithm,
JVCIR(17), No. 3, June 2006, pp. 659-673.
Elsevier DOI 0711
Video stabilization, Optical flow computation, Camera motion estimation, Robust estimation, Motion smoothing BibRef

Lin, C.H.[Chun-Huang], Lan, J.F.[Jeng-Feng], Huang, C.C.[Chien-Chang],
Method for detecting movement of image sensors,
US_Patent7,151,561, Dec 19, 2006
WWW Link. BibRef 0612

Kanade, T.[Takeo], Collins, R.[Robert],
System and method for stabilizing rotational images,
US_Patent7,102,666, Sep 5, 2006
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Teare, S.W.[Scott W.], Restaino, S.R.[Sergio R.],
Introduction to Image Stabilization,
SPIE PressSeptember 14, 2006. ISBN: 9780819464347.
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Buy this book: Introduction to Image Stabilization (SPIE Tutorial Texts in Optical Engineering Vol. TT73) BibRef

Fishbain, B.[Barak], Yaroslavsky, L.P.[Leonid P.], Ideses, I.A.[Ianir A.],
Real-time stabilization of long range observation system turbulent video,
RealTimeIP(2), No. 1, October 2007, pp. 11-22.
Springer DOI 0711
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Sablak, S.[Sezai],
Image stabilization system and method for a video camera,
US_Patent7,382,400, Jun 3, 2008
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Lin, C.T., Hong, C.T., Yang, C.T.,
Real-Time Digital Image Stabilization System Using Modified Proportional Integrated Controller,
CirSysVideo(19), No. 3, March 2009, pp. 427-431.
IEEE DOI 0903
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Nikolova, M.[Mila],
One-iteration dejittering of digital video images,
JVCIR(20), No. 4, May 2009, pp. 254-274.
Elsevier DOI 0905
BibRef
Earlier:
Fast Dejittering for Digital Video Frames,
SSVM09(439-451).
Springer DOI 0906
Error measures, Fast algorithms, Image modeling, Image restoration; Jitter, Matching, Non-convex data-fitting, Non-smooth data-fitting; Restoration, Video BibRef

Yang, J.[Junlan], Schonfeld, D., Mohamed, M.,
Robust Video Stabilization Based on Particle Filter Tracking of Projected Camera Motion,
CirSysVideo(19), No. 7, July 2009, pp. 945-954.
IEEE DOI 0909
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Yang, J.[Junlan], Schonfeld, D., Chen, C.[Chong], Mohamed, M.,
Online Video Stabilization Based on Particle Filters,
ICIP06(1545-1548).
IEEE DOI 0610
BibRef

Zhang, G.F.[Guo-Feng], Hua, W.[Wei], Qin, X.Y.[Xue-Ying], Shao, Y.L.[Yuan-Long], Bao, H.J.[Hu-Jun],
Video stabilization based on a 3D perspective camera model,
VC(25), No. 11, November 2009, pp. xx-yy.
Springer DOI 0911
BibRef

Dong, Z.L.[Zi-Long], Zhang, G.F.[Guo-Feng], Jia, J.Y.[Jia-Ya], Bao, H.J.[Hu-Jun],
Efficient keyframe-based real-time camera tracking,
CVIU(118), No. 1, 2014, pp. 97-110.
Elsevier DOI 1312
BibRef
Earlier:
Keyframe-based Real-time Camera Tracking,
ICCV09(1538-1545).
IEEE DOI 0909
Keyframe selection BibRef

Lichti, D.D.[Derek D.], Habib, A.[Ayman], Detchev, I.[Ivan],
An Object-space Simulation Method for Low-cost Digital Camera Stability Testing,
PhEngRS(75), No. 12, December 2009, pp. 1407-1414.
WWW Link. 1001
A new simulation method for assessing the stability of low-cost digital cameras based on the accuracy of terrain reconstruction in object space. BibRef

Battiato, S.[Sebastiano], Bruna, A.R., Puglisi, G.[Giovanni],
A Robust Block-Based Image/Video Registration Approach for Mobile Imaging Devices,
MultMed(12), No. 7, 2010, pp. 622-635.
IEEE DOI 1011
BibRef

Battiato, S., Puglisi, G., Bruna, A.R.,
Regular texture removal for video stabilization,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Puglisi, G.[Giovanni], Battiato, S.[Sebastiano],
A Robust Image Alignment Algorithm for Video Stabilization Purposes,
CirSysVideo(21), No. 10, October 2011, pp. 1390-1400.
IEEE DOI 1110
BibRef
Earlier:
Fast block based local motion estimation for video stabilization,
ECVW11(50-57).
IEEE DOI 1106
BibRef
And:
Robust video stabilization approach based on a voting strategy,
ICIP11(629-632).
IEEE DOI 1201
BibRef

Battiato, S.[Sebastiano], Gallo, G.[Giovanni], Puglisi, G.[Giovanni], Scellato, S.[Salvatore],
SIFT Features Tracking for Video Stabilization,
CIAP07(825-830).
IEEE DOI 0709
BibRef

Battiato, S., Puglisi, G., Rizzo, R.,
Characterization of signal perturbation using voting based curve fitting for multispectral images,
ICIP10(545-548).
IEEE DOI 1009
BibRef

Battiato, S.[Sebastiano], Farinella, G.M.[Giovanni Maria], Messina, E.[Enrico], Puglisi, G.[Giovanni],
A Robust Forensic Hash Component for Image Alignment,
CIAP11(I: 473-483).
Springer DOI 1109
BibRef

Zhang, Y.F.[Yue-Fei], Xie, M.[Mei], Mao, L.[Ling],
Digital Image Stabilization Based on Correction for Basic Reference Frame Jitter,
IEICE(E93-D), No. 11, November 2010, pp. 3149-3152.
WWW Link. 1011
BibRef

Delon, J.[Julie], Desolneux, A.[Agnes],
Stabilization Of Flicker-Like Effects in Image Sequences Through Local Contrast Correction,
SIIMS(3), No. 4, 2010, pp. 703-734.
DOI Link 1011
movie restoration, change of contrast, flicker, histogram equalization, contrast correction BibRef

Torii, A.[Akihiko], Havlena, M.[Michal], Pajdla, T.[Tomáš],
Omnidirectional Image Stabilization for Visual Object Recognition,
IJCV(91), No. 2, January 2011, pp. 157-174.
WWW Link. 1101
BibRef
Earlier:
Omnidirectional Image Stabilization by Computing Camera Trajectory,
PSIVT09(71-82).
Springer DOI 0901
BibRef

Damez, L.[Lionel], Sieler, L.[Loic], Landrault, A.[Alexis], Dérutin, J.P.[Jean Pierre],
Embedding of a real time image stabilization algorithm on a parameterizable SoPC architecture a chip multi-processor approach,
RealTimeIP(6), No. 1, March 2011, pp. 47-58.
WWW Link. 1103
BibRef
Earlier: A4, A1, A3, Only:
Embedding of a Real Time Image Stabilization Algorithm on SoPC Platform, a Chip Multi-processor Approach,
ACIVS08(xx-yy).
Springer DOI 0810
BibRef

Lenzen, F.[Frank], Scherzer, O.[Otmar],
Partial Differential Equations for Zooming, Deinterlacing and Dejittering,
IJCV(92), No. 2, April 2011, pp. 162-176.
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Zhou, J., Hu, H., Wan, D.,
Video Stabilization and Completion Using Two Cameras,
CirSysVideo(21), No. 12, December 2011, pp. 1879-1889.
IEEE DOI 1112
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Nou-Shene, T., Pudi, V., Sridharan, K., Thomas, V., Arthi, J.,
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Shukla, D.[Deepika], Jha, R.K.[Rajib Kumar], Ojha, A.[Aparajita],
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Shukla, D.[Deepika], Jha, R.K.[Rajib Kumar], Ojha, A.[Aparajita],
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Okade, M., Patel, G., Biswas, P.K.,
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CirSysVideo(26), No. 3, March 2016, pp. 453-466.
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Yu, J., Xiang, K., Wang, X., Cao, S., Zhang, Y.,
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Wang, R.X.[Ru-Xin], Tao, D.C.[Da-Cheng],
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Song, W., Zhu, J., Li, Y., Chen, C.,
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gradient methods BibRef

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Liu, S.C.[Shuai-Cheng], Li, M.Y.[Ming-Yu], Zhu, S.Y.[Shu-Yuan], Zeng, B.[Bing],
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Cameras, Feature extraction, Image coding, Redundancy, Tracking, Video coding, CodingFlow, camera motion, mesh grid, spatial-temporal optimization, video coding, video, stabilization BibRef

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Novel video stabilization for real-time optical character recognition applications,
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Video stabilization BibRef

Dong, J., Liu, H.,
Video Stabilization for Strict Real-Time Applications,
CirSysVideo(27), No. 4, April 2017, pp. 716-724.
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Kalman filters BibRef

Li, J., Xu, T., Zhang, K.,
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Zhang, L., Chen, X.Q., Kong, X.Y., Huang, H.,
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Wu, H.C.[Hui-Cong], Xiao, L.[Liang], Shim, H.J.[Hiuk Jae], Tang, S.Z.[Song-Ze],
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IET-IPR(11), No. 7, July 2017, pp. 465-474.
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Wang, M.[Mi], Fan, C.C.[Cheng-Cheng], Pan, J.[Jun], Jin, S.Y.[Shu-Ying], Chang, X.L.[Xue-Li],
Image jitter detection and compensation using a high-frequency angular displacement method for Yaogan-26 remote sensing satellite,
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Jacob, G.M.[Geethu Miriam], Das, S.[Sukhendu],
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Liu, S., Xu, B., Deng, C., Zhu, S., Zeng, B., Gabbouj, M.,
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spatial-temporal optimization, video stabilization BibRef

Kumar, R.[Rupesh], Azam, A.[Afaque], Gupta, S., Venkatesh, K.S.,
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Sánchez, J.[Javier],
Comparison of Motion Smoothing Strategies for Video Stabilization using Parametric Models,
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Sanchez, J.[Javier], Morel, J.M.[Jean-Michel],
Motion Smoothing Strategies for 2D Video Stabilization,
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Ling, Q.[Qiang], Deng, S.B.[Si-Bin], Li, F.[Feng], Huang, Q.H.[Qing-Hua], Li, X.L.[Xue-Long],
A Feedback-Based Robust Video Stabilization Method for Traffic Videos,
CirSysVideo(28), No. 3, March 2018, pp. 561-572.
IEEE DOI 1804
feature extraction, image classification, image motion analysis, traffic engineering computing, video signal processing, video stabilization BibRef

Zhu, H.[Hao], You, Q.[Qing], Chen, W.J.[Wen-Jie],
Robust Human-Computer Interaction for Unstable Camera Systems,
IEICE(E101-D), No. 7, July 2018, pp. 1915-1923.
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Roberto e Souza, M.[Marcos], Pedrini, H.[Helio],
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Roberto e Souza, M.[Marcos], Rodrigues da Fonseca, L.F.[Luiz Fernando], Pedrini, H.[Helio],
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Wu, X.[Xiu], Yang, X.Z.[Xue-Zhi], Jin, J.[Jing], Yang, Z.[Zhao],
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Hu, F.Y.[Fang-Yu], Ma, J.[Jie], Shen, L.[Liang], Du, H.J.[Hua-Jun],
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SP:IC(68), 2018, pp. 42-57.
Elsevier DOI 1810
Video stabilization, Motion estimation, Differential gray projection, Ring-projection, Circular projection BibRef

Zhang, L., Zheng, Q., Liu, H., Huang, H.,
Full-Reference Stability Assessment of Digital Video Stabilization Based on Riemannian Metric,
IP(27), No. 12, December 2018, pp. 6051-6063.
IEEE DOI 1810
image capture, image motion analysis, image sequences, motion estimation, tensors, video signal processing, geodesic BibRef

Li, C.M.[Cheng-Ming], Yin, Y.[Yong], Wu, P.[Pengda], Liu, X.L.[Xiao-Li], Guo, P.P.[Pei-Pei],
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IJGI(7), No. 10, 2018, pp. xx-yy.
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Piazzo, L.,
Image Estimation in the Presence of Irregular Sampling, Noise, and Pointing Jitter,
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IEEE DOI 1811
estimation theory, image sampling, jitter, photodetectors, acquisition system, continuous image, pointing jitter BibRef

Xue, B.D.[Bin-Dang], Zheng, S.J.[Shao-Jie], Xue, W.F.[Wen-Fang],
Multi-scale adaptive factors video acceleration magnification,
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Elsevier DOI 1901
Video magnification, Complex steerable pyramid, Adaptive magnification factor BibRef

Zhu, Y.[Ying], Wang, M.[Mi], Cheng, Y.F.[Yu-Feng], He, L.X.[Lu-Xiao], Xue, L.[Lin],
An Improved Jitter Detection Method Based on Parallax Observation of Multispectral Sensors for Gaofen-1 02/03/04 Satellites,
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Wang, M., Yang, G., Lin, J., Zhang, S., Shamir, A., Lu, S., Hu, S.,
Deep Online Video Stabilization With Multi-Grid Warping Transformation Learning,
IP(28), No. 5, May 2019, pp. 2283-2292.
IEEE DOI 1903
cameras, convolutional neural nets, feature extraction, image matching, image motion analysis, image sequences, video processing BibRef

Hu, B.[Bin], Cao, X.L.[Xue-Lin], Zhang, L.X.[Lin-Xi], Song, Z.X.[Zu-Xun],
Weighted Space-Frequency Time-Reversal Imaging for Multiple Targets,
SPLetters(26), No. 6, June 2019, pp. 858-862.
IEEE DOI 1906
image resolution, vectors, weighted space-frequency time-reversal imaging, Weighted multiple signal classification (MUSIC) BibRef

Ling, Q., Zhao, M.,
Stabilization of Traffic Videos Based on Both Foreground and Background Feature Trajectories,
CirSysVideo(29), No. 8, August 2019, pp. 2215-2228.
IEEE DOI 1908
Trajectory, Videos, Cameras, Feature extraction, Jitter, spatial-temporal optimization BibRef

Yousaf, A.[Adeel], Hanif, M.S.[Muhammad Shehzad], Khan, M.J.[Muhammad Jaleed], Iqbal, M.[Mahboob], Khurshid, K.[Khurram],
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IET-CV(13), No. 5, August 2019, pp. 461-468.
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Wu, H., Xiao, L., Lian, Z., Shim, H.J.,
Locally Low-Rank Regularized Video Stabilization With Motion Diversity Constraints,
CirSysVideo(29), No. 10, October 2019, pp. 2873-2887.
IEEE DOI 1910
cinematography, image motion analysis, image sequences, motion estimation, optimisation, video signal processing, video stabilization BibRef

Lim, A.[Anli], Ramesh, B.[Bharath], Yang, Y.[Yue], Xiang, C.[Cheng], Gao, Z.[Zhi], Lin, F.[Feng],
Real-time optical flow-based video stabilization for unmanned aerial vehicles,
RealTimeIP(16), No. 6, December 2019, pp. 1975-1985.
Springer DOI 1912
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Roberto e Souza, M.[Marcos], Pedrini, H.[Helio],
Motion energy image for evaluation of video stabilization,
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Rodriguez-Padilla, I.[Isaac], Castelle, B.[Bruno], Marieu, V.[Vincent], Morichon, D.[Denis],
A Simple and Efficient Image Stabilization Method for Coastal Monitoring Video Systems,
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Khare, S.[Sudhir], Singh, M.[Manvendra], Kaushik, B.K.[Brajesh Kumar],
Fast and robust video stabilisation with preserved intentional camera motion and smear removal for infrared video,
IET-IPR(14), No. 2, February 2020, pp. 376-383.
DOI Link 2001
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Zhao, M., Ling, Q.,
PWStableNet: Learning Pixel-Wise Warping Maps for Video Stabilization,
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IEEE DOI 2002
Video stabilization, pixel-wise warping, cascade networks BibRef

Dolly, D.R.J.[D. Raveena Judie], Peter, J.D.[J. Dinesh], Josemin Bala, G., Jagannath, D.J.,
Image fusion for stabilized medical video sequence using multimodal parametric registration,
PRL(135), 2020, pp. 390-401.
Elsevier DOI 2006
Medical imaging, Affine transformation, IMAGE registration, Stabilization, Image fusion BibRef

Raj, R.[Rohit], Rajiv, P.[Pooshkar], Kumar, P.[Prabhat], Khari, M.[Manju], Verdú, E.[Elena], Crespo, R.G.[Rubén González], Manogaran, G.[Gunasekaran],
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IVC(101), 2020, pp. 103957.
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Digital image stabilization, Representative point matching, Boosted HAAR Cascade, Foreground feature selection, Motion compensation BibRef

Guilluy, W.[Wilko], Oudre, L.[Laurent], Beghdadi, A.[Azeddine],
Video stabilization: Overview, challenges and perspectives,
SP:IC(90), 2021, pp. 116015.
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Video stabilization, Video processing BibRef

Yu, J.Y.[Ji-Yang], Ramamoorthi, R.[Ravi],
Selfie Video Stabilization,
PAMI(43), No. 2, February 2021, pp. 701-711.
IEEE DOI 2101
Face, Solid modeling, Tracking, Cameras, Video stabilization, face modeling BibRef

Bellavia, F.[Fabio], Fanfani, M.[Marco], Colombo, C.[Carlo], Piva, A.[Alessandro],
Experiencing with electronic image stabilization and PRNU through scene content image registration,
PRL(145), 2021, pp. 8-15.
Elsevier DOI 2104
Image registration, Electronic image stabilization, PRNU, Camera and video source identification, Multimedia forensics BibRef

Pan, J.[Jun], Ye, G.[Guo], Zhu, Y.[Ying], Song, X.L.[Xiao-Lin], Hu, F.[Fen], Zhang, C.[Chi], Wang, M.[Mi],
Jitter Detection and Image Restoration Based on Continue Dynamic Shooting Model for High-Resolution TDI CCD Satellite Images,
GeoRS(59), No. 6, June 2021, pp. 4915-4933.
IEEE DOI 2106
Charge coupled devices, Performance evaluation, Technological innovation, Satellite broadcasting, time-delay integration charge-coupled device (TDI CCD) BibRef

Shan, X.F.[Xiong-Fei], Pan, M.Y.[Ming-Yang], Zhao, D.P.[De-Peng], Wang, D.Q.[De-Qiang], Hwang, F.J.[Feng-Jang], Chen, C.H.[Chi-Hua],
Maritime Target Detection Based on Electronic Image Stabilization Technology of Shipborne Camera,
IEICE(E104-D), No. 7, July 2021, pp. 948-960.
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Zhao, M.[Minda], Ling, Q.[Qiang],
Adaptively Meshed Video Stabilization,
CirSysVideo(31), No. 9, September 2021, pp. 3504-3517.
IEEE DOI 2109
Trajectory, Feature extraction, Cameras, triangle mesh BibRef

Yin, H.F.[Hong-Fei], Guo, L.[Liang], Li, Y.C.[Ya-Chao], Han, L.[Liang], Xing, M.D.[Meng-Dao], Zeng, X.D.[Xiao-Dong],
Varying Amplitude Vibration Phase Suppression Algorithm in ISAL Imaging,
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Liu, S.C.[Shuai-Cheng], Li, H.P.[Hai-Peng], Wang, Z.N.[Zheng-Ning], Wang, J.[Jue], Zhu, S.Y.[Shu-Yuan], Zeng, B.[Bing],
DeepOIS: Gyroscope-Guided Deep Optical Image Stabilizer Compensation,
CirSysVideo(32), No. 5, May 2022, pp. 2856-2867.
IEEE DOI 2205
Gyroscopes, Cameras, Optical sensors, Optical imaging, Videos, Synchronization, Smart phones, Image alignment, gyroscope, optical image stabilizer BibRef

Xu, Y.F.[Yu-Fei], Zhang, J.[Jing], Maybank, S.J.[Stephen J.], Tao, D.C.[Da-Cheng],
DUT: Learning Video Stabilization by Simply Watching Unstable Videos,
IP(31), 2022, pp. 4306-4320.
IEEE DOI 2207
Trajectory, Smoothing methods, Estimation, Cameras, Training, Kernel, Task analysis, Feature extraction, cameras, unsupervised learning BibRef

Ma, X.[Xiong], Li, H.[Hao], Gui, Z.X.[Zhi-Xian], Peng, X.B.[Xiao-Bo], Li, G.[Guofa],
Frequency-Domain Q-Compensated Reverse Time Migration Using a Stabilization Scheme,
RS(14), No. 22, 2022, pp. xx-yy.
DOI Link 2212
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Roberto e Souza, M.[Marcos], de Almeida Maia, H.[Helena], Pedrini, H.[Helio],
Survey on Digital Video Stabilization: Concepts, Methods, and Challenges,
Surveys(55), No. 3, March 2023, pp. xx-yy.
DOI Link 2212
Survey, Stabilization. Video stabilization, motion estimation, motion smoothing BibRef

Huang, Y.H.[Yan-Hong], Liu, R.W.[Ryan Wen], Liu, J.X.[Jing-Xian],
A two-step image stabilisation method for promoting visual quality in vision-enabled maritime surveillance systems,
IET-ITS(17), No. 2, 2023, pp. 435-449.
DOI Link 2302
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Wu, H.[Huicong], Xiao, L.[Liang], Sun, L.[Le], Jeon, B.W.[Byeung-Woo],
A Novel Video Stabilization Model With Motion Morphological Component Priors,
MultMed(25), 2023, pp. 389-404.
IEEE DOI 2302
Cameras, Motion segmentation, Smoothing methods, Hybrid fiber coaxial cables, Trajectory, Visualization, video stabilization BibRef

Li, C.[Chen], Song, L.[Li], Chen, S.[Shuai], Xie, R.[Rong], Zhang, W.J.[Wen-Jun],
Deep Online Video Stabilization Using IMU Sensors,
MultMed(25), 2023, pp. 2047-2060.
IEEE DOI 2306
Cameras, Streaming media, Trajectory, Sensors, Smoothing methods, Gyroscopes, LSTM, IMU, online video stabilization BibRef

Zhang, F.[Feida], Li, X.[Xin], Wang, T.Y.[Tao-Yang], Zhang, G.[Guo], Hong, J.Z.[Jian-Zhi], Cheng, Q.[Qian], Dong, T.C.[Tian-Cheng],
High-Precision Satellite Video Stabilization Method Based on ED-RANSAC Operator,
RS(15), No. 12, 2023, pp. xx-yy.
DOI Link 2307
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Ke, J.W.[Jian-Wei], Watras, A.J.[Alex J], Kim, J.J.[Jae-Jun], Liu, H.[Hewei], Jiang, H.R.[Hong-Rui], Hu, Y.H.[Yu Hen],
Efficient online real-time video stabilization with a novel least squares formulation and parallel AC-RANSAC,
JVCIR(96), 2023, pp. 103922.
Elsevier DOI 2310
Online real-time video stabilization, Least squares smoothing, Parallel AC-RANSAC BibRef

Yan, W.Q.[Wei-Qing], Sun, Y.Q.[Yi-Qiu], Zhou, W.[Wujie], Liu, Z.W.[Zhao-Wei], Cong, R.[Runmin],
Deep Video Stabilization via Robust Homography Estimation,
SPLetters(30), 2023, pp. 1602-1606.
IEEE DOI 2311
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Ye, J.Y.[Jing-Yang], Pan, E.[Erzhen], Xu, W.[Wenfu],
Digital Video Stabilization Method Based on Periodic Jitters of Airborne Vision of Large Flapping Wing Robots,
CirSysVideo(34), No. 4, April 2024, pp. 2591-2603.
IEEE DOI 2404
Trajectory, Jitter, Cameras, Frequency estimation, Streaming media, Monitoring, Turning, Airborne vision, flapping wing robot, video stabilization BibRef

Thiébaut, M.[Maxime], Thebault, N.[Nicolas], Boulluec, M.L.[Marc Le], Damblans, G.[Guillaume], Maisondieu, C.[Christophe], Benzo, C.[Cristina], Guinot, F.[Florent],
Experimental Evaluation of the Motion-Induced Effects for Turbulent Fluctuations Measurement on Floating Lidar Systems,
RS(16), No. 8, 2024, pp. 1337.
DOI Link 2405
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Huang, Q.[Qian], Liu, J.W.[Ji-Wen], Jiang, C.[Chuanxu], Wang, Y.M.[Yi-Ming],
DMCVS: Decomposed motion compensation-based video stabilization,
IET-IPR(18), No. 6, 2024, pp. 1422-1433.
DOI Link 2405
video signal processing BibRef

Shang, Z.H.[Zhen-Hong], Chu, Z.S.[Zhi-Shuang],
Video stabilization based on low-rank constraint and trajectory optimization,
IET-IPR(18), No. 7, 2024, pp. 1768-1779.
DOI Link Code:
WWW Link. 2405
adaptive filters, computer vision, image enhancement, image registration, motion compensation, motion estimation, video signal processing BibRef

Ching-Roa, V.D.[Vincent D.], Huang, C.Z.[Chi Z.], Giacomelli, M.G.[Michael G.],
Suppression of Subpixel Jitter in Resonant Scanning Systems With Phase-locked Sampling,
MedImg(43), No. 6, June 2024, pp. 2159-2168.
IEEE DOI 2406
Jitter, Imaging, Phase locked loops, Microscopy, Clocks, Mirrors, Optical imaging, Fluorescence microscopy, high-speed imaging, resonant scanner BibRef

Zhao, W.[Weiyue], Li, X.[Xin], Peng, Z.[Zhan], Luo, X.R.[Xian-Rui], Ye, X.[Xinyi], Lu, H.[Hao], Cao, Z.G.[Zhi-Guo],
Fast Full-frame Video Stabilization with Iterative Optimization,
ICCV23(23477-23487)
IEEE DOI 2401
BibRef

Berenguel-Baeta, B.[Bruno], Andre, A.N.[Antoine N.], Caron, G.[Guillaume], Bermudez-Cameo, J.[Jesus], Guerrero, J.J.[Jose J.],
Visual Gyroscope: Combination of Deep Learning Features and Direct Alignment for Panoramic Stabilization,
OmniCV23(6445-6448)
IEEE DOI 2309
BibRef

Blanch, M.G.[Marc Gorriz], O'Connor, N.[Noel], Mrak, M.[Marta],
Scene-adaptive Temporal Stabilisation for Video Colourisation Using Deep Video Priors,
CVEU22(644-659).
Springer DOI 2304
BibRef

Geo, J.[Jerin], Jain, D.[Devansh], Rajwade, A.[Ajit],
GlobalFlowNet: Video Stabilization using Deep Distilled Global Motion Estimates,
WACV23(5067-5076)
IEEE DOI 2302
Optical losses, Smoothing methods, Source coding, Transforms, Stability analysis, Motion measurement, image and video synthesis BibRef

Rao, Q.[Qi], Yu, X.[Xin], Navasardyan, S.[Shant], Shi, H.[Humphrey],
Sim2RealVS: A New Benchmark for Video Stabilization with a Strong Baseline,
WACV23(5395-5404)
IEEE DOI 2302
Training, Optical losses, Smoothing methods, Motion estimation, Training data, Benchmark testing, Propulsion, Algorithms: Low-level and physics-based vision BibRef

Montibeller, A.[Andrea], Pasquini, C.[Cecilia], Boato, G.[Giulia], Dell'Anna, S.[Stefano], Pérez-González, F.[Fernando],
Gpu-Accelerated Sift-Aided Source Identification of Stabilized Videos,
ICIP22(2616-2620)
IEEE DOI 2211
Deep learning, Visualization, Codes, Forensics, Graphics processing units, Estimation, Video Stabilization BibRef

Duguet, L.[Landry], Calve, J.[Julien], Cauchois, C.[Cyril], Weiss, P.[Pierre],
A Fast Dejittering Approach for Line Scanning Microscopy,
ICIP22(3441-3445)
IEEE DOI 2211
Visualization, Microscopy, Nonlinear distortion, Programming, Real-time systems, Dynamic programming, Complexity theory, convex relaxations BibRef

Sheinin, M.[Mark], Chan, D.[Dorian], O'Toole, M.[Matthew], Narasimhan, S.G.[Srinivasa G.],
Dual-Shutter Optical Vibration Sensing,
CVPR22(16303-16312)
IEEE DOI 2210
Vibrations, Visualization, Instruments, Music, Optical distortion, Speckle, Cameras, Computational photography BibRef

Liu, Y.L.[Yu-Lun], Lai, W.S.[Wei-Sheng], Yang, M.H.[Ming-Hsuan], Chuang, Y.Y.[Yung-Yu], Huang, J.B.[Jia-Bin],
Hybrid Neural Fusion for Full-frame Video Stabilization,
ICCV21(2279-2288)
IEEE DOI 2203
Systematics, Aggregates, Benchmark testing, Distortion, Optical flow, Computational photography, Image and video synthesis BibRef

Xu, Y.F.[Yu-Fei], Zhang, J.[Jing], Tao, D.C.[Da-Cheng],
Out-of-boundary View Synthesis Towards Full-Frame Video Stabilization,
ICCV21(4822-4831)
IEEE DOI 2203
Measurement, Visualization, Spatial coherence, Power system stability, Jitter, Benchmark testing, Vision applications and systems BibRef

Shi, Z.M.[Zhen-Mei], Shi, F.[Fuhao], Lai, W.S.[Wei-Sheng], Liang, C.K.[Chia-Kai], Liang, Y.Y.[Ying-Yu],
Deep Online Fused Video Stabilization,
WACV22(865-873)
IEEE DOI 2202
Training, Deep learning, Fuses, Neural networks, Cameras, Gyroscopes, History, Computational Photography, Image and Video Synthesis BibRef

Chen, Y.T.[Yu-Ta], Tseng, K.W.[Kuan-Wei], Lee, Y.C.[Yao-Chih], Chen, C.Y.[Chun-Yu], Hung, Y.P.[Yi-Ping],
PixStabNet: Fast Multi-Scale Deep Online Video Stabilization with Pixel-Based Warping,
ICIP21(1929-1933)
IEEE DOI 2201
Training, Learning systems, Shape, Image processing, Streaming media, Network architecture, Real-time systems, Video Stabilization, Real-Time Processing BibRef

Dahary, O.[Omer], Jacoby, M.[Matan], Bronstein, A.M.[Alex M.],
Digital Gimbal: End-to-end Deep Image Stabilization with Learnable Exposure Times,
CVPR21(11931-11940)
IEEE DOI 2111
Limiting, Noise reduction, Cameras, Pattern recognition, Noise measurement, Image reconstruction BibRef

Lee, Y.C.[Yao-Chih], Tseng, K.W.[Kuan-Wei], Chen, Y.T.[Yu-Ta], Chen, C.C.[Chien-Cheng], Chen, C.S.[Chu-Song], Hung, Y.P.[Yi-Ping],
3D Video Stabilization with Depth Estimation by CNN-based Optimization,
CVPR21(10616-10625)
IEEE DOI 2111
Learning systems, Visualization, Smoothing methods, Tracking, Estimation, Cameras BibRef

Yu, J.[Jiyang], Ramamoorthi, R.[Ravi], Cheng, K.[Keli], Sarkis, M.[Michel], Bi, N.[Ning],
Real-Time Selfie Video Stabilization,
CVPR21(12031-12039)
IEEE DOI 2111
Convolutional codes, Streaming media, Real-time systems, Rigidity, Pattern recognition BibRef

Lee, W.W.[Won-Woo], Yoo, B.[Byeongwook], Kim, D.[Deokho], Lee, J.[Jaewoong], Yim, S.H.[Sung-Hoon], Kwon, T.[Taehyuk], Lee, G.[Gunill], Jeong, J.[Jiwon],
Robust Camera Motion Estimation for Point-of-View Video Stabilization,
VAMR21(353-363).
Springer DOI 2108
BibRef

Bradley, A.[Arwen], Klivington, J.[Jason], Triscari, J.[Joseph], van der Merwe, R.[Rudolph],
Cinematic-L1 Video Stabilization with a Log-Homography Model,
WACV21(1040-1048)
IEEE DOI 2106
Computational modeling, Linearity, Distortion, Cameras, Convex functions BibRef

Ito, M.S.[Maria Silvia], Izquierdo, E.[Ebroul],
Deep Homography-Based Video Stabilization,
ICPR21(8819-8825)
IEEE DOI 2105
Deep learning, Knowledge engineering, Industries, Smoothing methods, Cameras, Pattern recognition, Proposals BibRef

Duan, Y.Y.[Yong-Yong], He, X.H.[Xin-Hua], Yang, Y.J.[Yu-Jie], Wu, Z.L.[Zong-Ling],
Image stabilization algorithm based on KLT motion tracking,
CVIDL20(44-47)
IEEE DOI 2102
cameras, feature extraction, image motion analysis, image sequences, motion compensation, motion estimation BibRef

Zhang, H., Liu, S., Ye, Z., Tong, X., Xie, H., Zheng, S., Du, Q.,
Effect of Image Matching Window Size on Satellite Jitter Frequency Detection,
ISPRS20(B1:149-155).
DOI Link 2012
BibRef

Yu, J., Ramamoorthi, R.,
Learning Video Stabilization Using Optical Flow,
CVPR20(8156-8164)
IEEE DOI 2008
Optical imaging, Optical computing, Optical distortion, Optical fiber networks, Cameras, Pipelines, Neural networks BibRef

Mitchel, T.W., Wulker, C., Kim, J.S., Ruan, S., Chirikjian, G.S.,
Quotienting Impertinent Camera Kinematics for 3D Video Stabilization,
AIM19(3351-3360)
IEEE DOI 2004
cameras, feature extraction, image matching, image motion analysis, image reconstruction, image sequences, motion estimation, Lie Groups BibRef

Yu, J.[Jiyang], Ramamoorthi, R.[Ravi],
Robust Video Stabilization by Optimization in CNN Weight Space,
CVPR19(3795-3803).
IEEE DOI 2002
BibRef

Bellavia, F., Iuliani, M., Fanfani, M., Colombo, C., Piva, A.,
PRNU Pattern Alignment for Images and Videos Based on Scene Content,
ICIP19(91-95)
IEEE DOI 1910
PRNU, SIFT matching, image registration, video stabilization BibRef

Li, N., McCloskey, S., Yu, J.,
Jittered Exposures for Image Super-Resolution,
CCD18(1933-19337)
IEEE DOI 1812
Lenses, Cameras, Hardware, Spatial resolution, Optical imaging, Optical sensors BibRef

Choi, H., Wang, Q., Toledo, M., Turaga, P., Buman, M., Srivastava, A.,
Temporal Alignment Improves Feature Quality: An Experiment on Activity Recognition with Accelerometer Data,
Diff-CVML18(462-4628)
IEEE DOI 1812
Feature extraction, Activity recognition, Machine learning, Pipelines, Training, Indexes BibRef

Takeda, S., Okami, K., Mikami, D., Isogai, M., Kimata, H.,
Jerk-Aware Video Acceleration Magnification,
CVPR18(1769-1777)
IEEE DOI 1812
Acceleration, Image color analysis, Time series analysis, Trajectory, Cameras, Sports, Neuroscience BibRef

Oh, T.H.[Tae-Hyun], Jaroensri, R.[Ronnachai], Kim, C.[Changil], Elgharib, M.[Mohamed], Durand, F.[Frédo], Freeman, W.T.[William T.], Matusik, W.[Wojciech],
Learning-Based Video Motion Magnification,
ECCV18(II: 663-679).
Springer DOI 1810
BibRef

Yu, J.Y.[Ji-Yang], Ramamoorthi, R.[Ravi],
Selfie Video Stabilization,
ECCV18(VI: 569-584).
Springer DOI 1810
BibRef

Shen, L., Huang, T., Chen, C., Chuang, Y.,
A 2.5D Approach to 360 Panorama Video Stabilization,
ICIP18(3184-3188)
IEEE DOI 1809
Cameras, Streaming media, Smoothing methods, Jitter, Robustness, video stabilization BibRef

Karageorgos, K., Dimou, A., Axenopoulos, A., Daras, P., Alvarez, F.,
Semantic filtering for video stabilization,
AVSS17(1-6)
IEEE DOI 1806
filtering theory, image sequences, motion estimation, pose estimation, vectors, video signal processing, Trajectory BibRef

Arora, C., Kwatra, V.,
Stabilizing First Person 360 Degree Videos,
WACV18(1405-1413)
IEEE DOI 1806
user interfaces, video cameras, video signal processing, virtual reality, 360 degree cameras, VR headsets, Videos BibRef

Favorskaya, M.N., Buryachenko, V.V., Zotin, A.G., Pakhirka, A.I.,
Video Completion in Digital Stabilization Task Using Pseudo-panoramic Technique,
PTVSBB17(83-90).
DOI Link 1805
BibRef

Ahmed, A., Shehata, M.S.,
Effect of Denoising Algorithms on Video Stabilization,
CRV17(299-306)
IEEE DOI 1804
image denoising, video signal processing, denoising algorithm, quantitative measure, stabilization algorithm, Stabilization BibRef

Nguyen, H.P., Do, T.T.N., Kim, J.,
Exponential coordinates based rotation stabilization for panoramic videos,
ICIP17(46-50)
IEEE DOI 1803
Cameras, Linear programming, Optimization, Tracking, Trajectory, Videos, Visualization, exponential coordinates, panoramic video stabilization BibRef

Spampinato, G.[Giuseppe], Bruna, A.[Arcangelo], Naccari, F.[Filippo], Tomaselli, V.[Valeria],
Adaptive Low Cost Algorithm for Video Stabilization,
CIAP17(II:363-372).
Springer DOI 1711
BibRef

Shagrithaya, K.S.[Keerthan S.], Gurushankar, E.[Eeshwar], Srikanth, D.[Deepak], Ramteke, P.B.[Pravin Bhaskar], Koolagudi, S.G.[Shashidhar G.],
Video Stabilization Using Sliding Frame Window,
PReMI17(227-232).
Springer DOI 1711
BibRef

Kayaba, H., Kokumai, Y.,
Non-contact Full Field Vibration Measurement Based on Phase-Shifting,
CVPR17(2548-2556)
IEEE DOI 1711
Cameras, Frequency measurement, Measurement by laser beam, Optimization, Phase measurement, Vibration measurement, Vibrations BibRef

Leightley, D., Mukhopadhyay, S.C., Ghayvat, H., Yap, M.H.,
Deep convolutional neural networks for motion instability identification using kinect,
MVA17(310-313)
DOI Link 1708
Encoding, Euclidean distance, Feature extraction, Foot, Labeling, Skeleton, Support vector machines. BibRef

Lang, L.F.[Lukas F.],
A Dynamic Programming Solution to Bounded Dejittering Problems,
SSVM17(146-158).
Springer DOI 1706
BibRef

Ahmed, A., Shehata, M.S.,
StableFlow: A novel real-time method for digital video stabilization,
ICPR16(2965-2970)
IEEE DOI 1705
Cameras, Mathematical model, Shock absorbers, Springs, Streaming media, Trajectory BibRef

Lai, W.K., Phoon, Z.H., Chew, K.H., Goh, K.M., Chua, P.Y.,
Image Multi-Thresholding to Characterise the Mechanical Stability of Rubber Latex Concentrate,
DICTA16(1-8)
IEEE DOI 1701
Acoustics BibRef

Sidyakin, S.V.[Sergey V.], Vishnyakov, B.V.[Boris V.], Vizilter, Y.V.[Yuri V.], Roslov, N.I.[Nikolay I.],
Mutual Comparative Filtering For Change Detection In Videos With Unstable Illumination Conditions,
ISPRS16(B3: 535-541).
DOI Link 1610
BibRef

Guo, H., Liu, S., Zhu, S., Zeng, B.,
Joint bundled camera paths for stereoscopic video stabilization,
ICIP16(1071-1075)
IEEE DOI 1610
Cameras BibRef

Zhao, Z., Ma, X.,
Video Stabilization Based on Local Trajectories and Robust Mesh Transformation,
ICIP16(4092-4096)
IEEE DOI 1610
DVD BibRef

Liu, W.X., Chin, T.J.,
Smooth Globally Warp Locally: Video Stabilization Using Homography Fields,
DICTA15(1-8)
IEEE DOI 1603
image motion analysis BibRef

Rais, M.[Martin], Morel, J.M.[Jean-Michel], Facciolo, G.[Gabriele],
Iterative Gradient-Based Shift Estimation: To Multiscale or Not to Multiscale?,
CIARP15(416-423).
Springer DOI 1511
Global shift. Multiscale if shift is over 0.2 pixels. BibRef

Long, W.[Wei], Yang, J.[Jie], Song, D.C.[Da-Cheng], Chen, X.G.[Xiao-Gang], He, X.J.[Xiang-Jian],
A Novel Fast Full Frame Video Stabilization via Three-Layer Model,
MMMod15(I: 246-256).
Springer DOI 1501
BibRef

Huynh, L.[Loc], Choi, J.M.[Jong-Moo], Medioni, G.[Gerard],
Aerial Implicit 3D Video Stabilization Using Epipolar Geometry Constraint,
ICPR14(3487-3492)
IEEE DOI 1412
Adaptive optics BibRef

Zhang, Z.F.[Zhuo-Fan], Liu, Z.[Zhen], Tan, P.[Ping], Zeng, B.[Bing], Liu, S.C.[Shuai-Cheng],
Minimum Latency Deep Online Video Stabilization,
ICCV23(22973-22982)
IEEE DOI Code:
WWW Link. 2401
BibRef

Liu, S.C.[Shuai-Cheng], Tan, P.[Ping], Yuan, L.[Lu], Sun, J.[Jian], Zeng, B.[Bing],
MeshFlow: Minimum Latency Online Video Stabilization,
ECCV16(VI: 800-815).
Springer DOI 1611
BibRef
Earlier: A1, A3, A2, A4, Only:
SteadyFlow: Spatially Smooth Optical Flow for Video Stabilization,
CVPR14(4209-4216)
IEEE DOI 1409
optical flow, steadyflow, video stabilization BibRef

Bell, S.[Steven], Troccoli, A.[Alejandro], Pulli, K.A.[Kari A.],
A Non-Linear Filter for Gyroscope-Based Video Stabilization,
ECCV14(IV: 294-308).
Springer DOI 1408
BibRef

Streeter, L., Cree, M.J., Dorrington, A.A.,
A strategy for the correction of effects of jitter in AMCW lidar images,
IVCNZ13(500-505)
IEEE DOI 1402
CW radar BibRef

Liu, F.[Feng], Niu, Y.Z.[Yu-Zhen], Jin, H.L.[Hai-Lin],
Joint Subspace Stabilization for Stereoscopic Video,
ICCV13(73-80)
IEEE DOI 1403
BibRef

Veldandi, M.[Muninder], Ukil, S.[Soumik], Rao, K.G.[Krishna Govinda],
Video stabilization by estimation of similarity transformation from integral projections,
ICIP13(785-789)
IEEE DOI 1402
Equations BibRef

Raimbault, F.[Felix], Incesu, Y.[Yalcin],
Adaptive video stabilisation with dominant motion layer estimation for home video and TV broadcast,
ICIP13(3825-3829)
IEEE DOI 1402
Dominant motion estimation BibRef

Qu, H.[Hui], Song, L.[Li],
Video stabilization with L1-L2 optimization,
ICIP13(29-33)
IEEE DOI 1402
Cameras BibRef

Eisenbach, J.[Jens], Mertz, M.[Matthias], Conrad, C.[Christian], Mester, R.[Rudolf],
Reducing camera vibrations and photometric changes in surveillance video,
AVSS13(69-74)
IEEE DOI 1311
Benchmark testing BibRef

Zhou, Z.[Zihan], Jin, H.L.[Hai-Lin], Ma, Y.[Yi],
Plane-Based Content Preserving Warps for Video Stabilization,
CVPR13(2299-2306)
IEEE DOI 1309
BibRef

Park, D.[Dennis], Zitnick, C.L.[C. Lawrence], Ramanan, D.[Deva], Dollar, P.[Piotr],
Exploring Weak Stabilization for Motion Feature Extraction,
CVPR13(2882-2889)
IEEE DOI 1309
BibRef

Li, Z.W.[Ze-Wen], Pundlik, S.[Shrinivas], Luo, G.[Gang],
Stabilization of Magnified Videos on a Mobile Device for Visually Impaired,
IWMV13(54-55)
IEEE DOI 1309
low vision aid, magnification, video stabilization BibRef

Xu, Y.Q.[Yu-Quan], Mita, S.[Seiichi], Peng, S.L.[Si-Long],
A Fast Blind Spatially-Varying Motion Deblurring Algorithm with Camera Poses Estimation,
ACCV16(III: 157-172).
Springer DOI 1704
BibRef

Babagholami-Mohamadabadi, B., Bagheri-Khaligh, A., Hassanpour, R.,
Digital Video Stabilization Using Radon Transform,
DICTA12(1-8).
IEEE DOI 1303
BibRef

Wang, Y.[Yue], Chang, R.[Richard], Chua, T.W.[Teck Wee], Leman, K.[Karianto], Pham, N.T.[Nam Trung],
Video stabilization based on high degree B-spline smoothing,
ICPR12(3152-3155).
WWW Link. 1302
BibRef

Song, C.H.[Chun-He], Zhao, H.[Hai], Jing, W.[Wei], Bi, Y.G.[Yuan-Guo],
Robust video stabilization based on bounded path planning,
ICPR12(3684-3687).
WWW Link. 1302
BibRef

Hsu, Y.F.[Yu-Feng], Chou, C.C.[Cheng-Chuan], Shih, M.Y.[Ming-Yu],
Moving camera video stabilization using homography consistency,
ICIP12(2761-2764).
IEEE DOI 1302
BibRef

Collette, F., Gline, S., Losseau, J., Lecharlier, L.,
Geometric Properties of A Mechanical Forward Motion Compensation System Controlled By A Piezoelectric Drive,
ISPRS12(XXXIX-B5:321-325).
DOI Link 1209
forward motion compensation analysis. BibRef

Zhu, X.[Xiang], Milanfar, P.,
Stabilizing and deblurring atmospheric turbulence,
ICCP11(1-8).
IEEE DOI 1208
BibRef

Liu, S.C.[Shuai-Cheng], Wang, Y.[Yinting], Yuan, L.[Lu], Bu, J.J.[Jia-Jun], Tan, P.[Ping], Sun, J.[Jian],
Video stabilization with a depth camera,
CVPR12(89-95).
IEEE DOI 1208
BibRef

Okade, M.[Manish], Biswas, P.K.[Prabir Kumar],
Improving Video Stabilization in the Presence of Motion Blur,
NCVPRIPG11(78-81).
IEEE DOI 1205
BibRef

Yun, K.[Kimin], Kim, S.W.[Soo Wan], Choi, J.Y.[Jin Young],
Probabilistic Approach with Three Hierarchies of Motion Estimation for Video Stabilization,
DICTA11(262-267).
IEEE DOI 1205
BibRef

Zeng, Q.L.[Qing-Le], Wang, H.Y.[Hong-Yu], Ma, X.R.[Xiao-Rui],
On-line digital image stabilization for translational and rotational motion,
IASP11(266-270).
IEEE DOI 1112
BibRef

Zhou, M.Q.[Min-Qi], Asari, V.K.[Vijayan K.],
A Fast Video Stabilization System Based on Speeded-up Robust Features,
ISVC11(II: 428-435).
Springer DOI 1109
BibRef

Albrecht, T., Tan, T., West, G.A.W., Ly, T.[Thanh],
Omnidirectional video stabilisation on a virtual camera using sensor fusion,
ICARCV10(2067-2072).
IEEE DOI 1109
BibRef

Grundmann, M.[Matthias], Kwatra, V.[Vivek], Essa, I.A.[Irfan A.],
Auto-directed video stabilization with robust L1 optimal camera paths,
CVPR11(225-232).
IEEE DOI 1106
Identify objects and use them to track camera motion. Not just jitter, but walking motions. Incorporated in Google/YouTube editor for amateur videos. BibRef

Santhaseelan, V.[Varun], Asari, V.K.[Vijayan K.],
An adaptive parameterization method for SIFT based video stabilization,
AIPR10(1-6).
IEEE DOI 1010
BibRef

Anwaar_ul-Haq, Gondal, I.[Iqbal], Murshed, M.[Manzur],
VSAMS: Video Stabilization Approach for Multiple Sensors,
DICTA10(411-416).
IEEE DOI 1012
BibRef

Huang, K.Y.[Keng-Yen], Tsai, Y.M.[Yi-Min], Tsai, C.C.[Chih-Chung], Chen, L.G.[Liang-Gee],
Video stabilization for vehicular applications using SURF-like descriptor and KD-tree,
ICIP10(3517-3520).
IEEE DOI 1009
BibRef

Pan, P.[Pan], Minagawa, A.[Akihiro], Sun, J.[Jun], Hotta, Y.[Yoshinobu], Naoi, S.[Satoshi],
A Dual Pass Video Stabilization System Using Iterative Motion Estimation and Adaptive Motion Smoothing,
ICPR10(2298-2301).
IEEE DOI 1008
BibRef

Kim, S.W.[Soo Wan], Yi, K.M.[Kwang Moo], Oh, S.H.[Song-Hwai], Choi, J.Y.[Jin Young],
Recovery Video Stabilization Using MRF-MAP Optimization,
ICPR10(2804-2807).
IEEE DOI 1008
BibRef

Smith, B.M.[Brandon M.], Zhang, L.[Li], Jin, H.L.[Hai-Lin], Agarwala, A.[Aseem],
Light Field Video Stabilization,
ICCV09(341-348).
IEEE DOI 0909
BibRef

Lee, K.Y.[Ken-Yi], Chuang, Y.Y.[Yung-Yu], Chen, B.Y.[Bing-Yu], Ouhyoung, M.[Ming],
Video Stabilization Using Robust Feature Trajectories,
ICCV09(1397-1404).
IEEE DOI 0909
BibRef

Lee, J.H.[Jin-Hee], Park, Y.U.[Young-Uk], Lee, S.K.[Sang-Keun], Paik, J.K.[Joon-Ki],
Statistical region selection for robust image stabilization using feature-histogram,
ICIP09(1553-1556).
IEEE DOI 0911
BibRef

Cai, J.H.[Jin-Hai], Walker, R.,
Robust Motion Estimation for Camcorders Mounted in Mobile Platforms,
DICTA08(491-497).
IEEE DOI 0812
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Reynolds, Jr., W.D.[William D.], Campbell, D.S.[Derrick S.],
A Scalable Video Stabilization Algorithm for Multi-camera Systems,
AVSBS09(250-255).
IEEE DOI 0909
BibRef

Salti, S.[Samuele], di Stefano, L.[Luigi],
On-line learning of the transition model for Recursive Bayesian Estimation,
MLMotion09(428-435).
IEEE DOI 0910
BibRef

Salti, S.[Samuele], di Stefano, L.[Luigi],
SVR-Based Jitter Reduction for Markerless Augmented Reality,
CIAP09(24-33).
Springer DOI 0909
BibRef

Lee, K.K.[Kai Ki], Wong, K.H.[Kin Hong], Chang, M.M.Y.[Michael Ming Yuen], Yu, Y.K.[Ying Kin], Leung, M.K.[Man Kin],
Extended Kalman filtering approach to stereo video stabilization,
ICPR08(1-4).
IEEE DOI 0812
BibRef

Tico, M.[Marius],
Adaptive block-based approach to image stabilization,
ICIP08(521-524).
IEEE DOI 0810
BibRef

Yang, C.H.[Chang-Hui], Hongo, H.[Hitoshi], Tanimoto, S.[Shinichi],
A New Ground Movement Compensation Approach for Obstacle Detection Using an In-Vehicle Camera,
ACIVS08(xx-yy).
Springer DOI 0810
BibRef

Jiménez, H.[Hugo], Salas, J.[Joaquín],
Dynamic Selection of Characteristics for Feature Based Image Sequence Stabilization,
ACIVS08(xx-yy).
Springer DOI 0810
BibRef

del-Blanco, C.R.[Carlos R.], Jaureguizar, F.[Fernando], Salgado, L.[Luis], García, N.[Narciso],
Automatic Feature-Based Stabilization of Video with Intentional Motion through a Particle Filter,
ACIVS08(xx-yy).
Springer DOI 0810

See also 3D Tracking Using Multi-view Based Particle Filters. BibRef

Nejadasl, F.K.[F. Karimi], Gorte, B.G.H., Snellen, M.M., Hoogendoorn, S.P.,
Energy Function Behavior in Optimization Based Image Sequence Stabilization in Presence of Moving Objects,
ISPRS08(B3b: 669 ff).
PDF File. 0807
BibRef

de Lussy, F., Greslou, D., Gross-Colzy, L.,
Process Line for Geometrical Image Correction of Disruptive Microvibrations,
ISPRS08(B1: 27 ff).
PDF File. 0807
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Zhang, C.[Chao], Chockalingam, P.[Prakash], Kumar, A.[Ankit], Burt, P.J.[Peter J.], Lakshmikumar, A.[Arvind],
Qualitative Assessment of Video Stabilization and Mosaicking Systems,
WACV08(1-6).
IEEE DOI 0801
BibRef

Cui, J.S.[Jin-Shi], Yagi, Y.S.[Yasu-Shi], Zha, H.B.[Hong-Bin], Mukaigawa, Y.[Yasuhiro], Kondo, K.[Kazuaki],
Synchronized Ego-Motion Recovery of Two Face-to-Face Cameras,
ACCV07(I: 544-554).
Springer DOI 0711
Stabilization using synchronized cameras. BibRef

Su, C.[Chang], Amer, A.[Aishy],
Topological-Stabilization Based Threshold Quantization for Robust Change Detection,
ICIP07(III: 349-352).
IEEE DOI 0709
BibRef
Earlier:
A Real-Time Adaptive Thresholding for Video Change Detection,
ICIP06(157-160).
IEEE DOI 0610
BibRef

Amer, A.[Aishy], Mitiche, A.[Amar], Dubois, E.[Eric],
Real-Time Motion Estimation by Object-Matching for High-Level Video Representation,
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See also Motion Blur Identification Based on Differently Exposed Images. BibRef

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Pourreza, H.R., Rahmate, M., Behazin, F.,
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ICIP03(II: 383-386).
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ICIP01(I: 349-352).
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Zagorodnov, V., Ramadge, P.J.,
Error Stabilization in Successive Estimation of Registration Parameters,
ICIP00(Vol I: 228-231).
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Naranjo, V., Albiol, A.,
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ICIP00(Vol II: 657-659).
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Moriya, T., Shiojiri, F., Takeda, H.,
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WACV98(260-261).
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CIAP99(665-667).
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ICIP96(III: 735-738).
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ICIP96(III: 711-714).
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Vlachos, T.[Theodore], Thomas, G.,
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ASCI95(xx).
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Wolberg, G., Loce, R.P.,
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ICIP95(III: 129-132).
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Chapter on Motion Analysis -- Low-Level, Image Level Analysis, Mosaic Generation, Super Resolution, Shape from Motion continues in
Image Shake, Video Shake, Phone .