18.4.4.1 Image Shake, Video Shake, Phone

Chapter Contents (Back)
Stabilization. Shake. Hand Held. General applications:
See also Phone, Mobile, Applications and Implementations.

Iwaibana, K.[Kunio],
Imaging device with hand wobble display circuit,
US_Patent4,862,277, Aug 29, 1989
WWW Link. BibRef 8908

Sekine, M.[Masayoshi], Toyama, M.[Masamichi], Noguchi, K.[Kazuhiro], Nakajima, T.[Toshiyuki], Takahashi, K.[Koji],
Automatic image stabilization device,
US_Patent5,107,293, Apr 21, 1992
WWW Link. BibRef 9204

Sekine, M.[Masayoshi], Nakajima, T.[Toshiyuki], Kai, T.[Takashi], Yoshimura, K.[Katsuji], Toyama, M.[Masamichi],
Image shake detecting device,
US_Patent6,047,134, Apr 4, 2000
WWW Link. BibRef 0004

Yamasaki, M.[Masafumi], Matsuzawa, Y.[Yoshinori],
Shake-free image restoration system,
US_Patent5,365,303, Nov 15, 1994
WWW Link. BibRef 9411

Tanaka, E.[Etsuo], Kai, T.[Tadao], Okano, H.[Hiroshi], Katayama, A.[Akira], Imura, Y.[Yoshio],
Camera for preventing camera shake,
US_Patent5,463,443, Oct 31, 1995
WWW Link. BibRef 9510

Ohishi, S.[Sueyuki], Sato, S.[Susumu], Inoue, H.[Hideya], Katayama, A.[Akira],
Camera-shake display device,
US_Patent5,537,185, Jul 16, 1996
WWW Link. BibRef 9607

Min, B.S.[Byung-Seog],
Video camera having display for displaying movement speed and hand wobble,
US_Patent6,476,861, Nov 5, 2002
WWW Link. BibRef 0211

Kaneda, K.[Kitahiro], Inou, K.[Kazuya],
Electronic image-movement correcting device with a variable correction step feature,
US_Patent5,825,415, Oct 20, 1998
WWW Link. BibRef 9810
And: US_Patent6,424,372, Jul 23, 2002
WWW Link. BibRef
And: A2, A1:
Image-shake correcting device utilizing optical correcting means and electronic correcting means,
US_Patent5,982,421, Nov 9, 1999
WWW Link. BibRef
And: A2, A1:
Image-shake correcting device having first and second correcting means and control means for proportionately applying same,
US_Patent6,342,918, Jan 29, 2002
WWW Link. BibRef

Inou, K.[Kazuya],
Image processing apparatus and method utilizing motion vectors,
US_Patent6,735,250, May 11, 2004
WWW Link. BibRef 0405

Morofuji, T.[Tsuyoshi], Fujiwara, A.[Akihiro],
Image-shake correcting device for detecting vibration frequency and for changing vibration characteristics,
US_Patent6,208,377, Mar 27, 2001
WWW Link. BibRef 0103
And: US_Patent6,233,009, May 15, 2001
WWW Link. BibRef

Duric, Z., Rosenfeld, A.,
Image Sequence Stabilization In Real-Time,
RealTimeImg(2), No. 5, October 1996, pp. 271-284. 9611
BibRef

Duric, Z.[Zoran], Rosenfeld, A.[Azriel],
Shooting a smooth video with a shaky camera,
MVA(13), No. 5-6, 2003, pp. 303-313.
WWW Link. 0304
BibRef

Novel Image-Stability System Takes The Shakes Out Of Pictures,
Electronic Design(45), No. 6, March 17 1997, pp. 27-27. 9704
BibRef

Sato, Y.[Yasuhiro], Kitaguchi, T.[Takashi],
Apparatus for correction based upon detecting a camera shaking,
US_Patent6,781,622, Aug 24, 2004
WWW Link. BibRef 0408

Kang, S.H.[Sung Ha], Shen, J.H.[Jian-Hong],
Video dejittering by bake and shake,
IVC(24), No. 2, 1 February 2006, pp. 143-152.
Elsevier DOI 0604
Line jitters; Dejittering; Perona-Malik; Edge preservation; Total variation; PDE based method; Newton-Raphson BibRef

Okada, R.[Ryuzo],
Image processing apparatus and a method to compensate for shaking during image capture,
US_Patent7,015,952, Mar 21, 2006
WWW Link. BibRef 0603

Hatanaka, H.[Haruo], Fukumoto, S.[Shimpei], Murata, H.[Haruhiko], Kano, H.[Hiroshi], Chihara, K.[Kunihiro],
An Image Stabilization Technology for Digital Still Camera Based on Blind Deconvolution,
IEICE(E94-D), No. 5 May 2011, pp. 1082-1089.
WWW Link. 1105
BibRef

Kano, H.[Hiroshi], Hatanaka, H.[Haruo], Fukumoto, S.[Shimpei], Murata, H.[Haruhiko],
Motion blur estimation of handheld camera using regular- and short-exposure image pair,
ICIP09(1317-1320).
IEEE DOI 0911
BibRef

Kim, Y.G., Jayanthi, V.R., Kweon, I.S.,
System-on-Chip Solution of Video Stabilization for CMOS Image Sensors in Hand-Held Devices,
CirSysVideo(21), No. 10, October 2011, pp. 1401-1414.
IEEE DOI 1110
BibRef

Whyte, O.[Oliver], Sivic, J.[Josef], Zisserman, A.[Andrew], Ponce, J.[Jean],
Non-uniform Deblurring for Shaken Images,
IJCV(98), No. 2, June 2012, pp. 168-186.
WWW Link. 1204
BibRef
Earlier: CVPR10(491-498).
IEEE DOI Video of talk:
WWW Link. 1006
BibRef

Whyte, O.[Oliver], Sivic, J.[Josef], Zisserman, A.[Andrew],
Deblurring Shaken and Partially Saturated Images,
IJCV(110), No. 1, November 2014, pp. 185-201.
WWW Link. 1411
BibRef
Earlier: Color11(745-752
IEEE DOI 1201
BibRef

Luo, L.B.[Lin-Bo], Chong, J.W.[Jong-Wha],
A Low-Cost Imaging Method to Avoid Hand Shake Blur for Cell Phone Cameras,
IEICE(E95-D), No. 6, June 2012, pp. 1702-1706.
WWW Link. 1206
BibRef

Yue, T., Suo, J., Dai, Q.,
High-Dimensional Camera Shake Removal With Given Depth Map,
IP(23), No. 6, June 2014, pp. 2688-2703.
IEEE DOI 1406
Cameras BibRef

Oh, T.[Taegeun], Park, J.[Jincheol], Seshadrinathan, K., Lee, S.H.[Sang-Hoon], Bovik, A.C.,
No-Reference Sharpness Assessment of Camera-Shaken Images by Analysis of Spectral Structure,
IP(23), No. 12, December 2014, pp. 5428-5439.
IEEE DOI 1412
cameras Analysis, not correction. BibRef

Delbracio, M.[Mauricio], Sapiro, G.[Guilermo],
Removing Camera Shake via Weighted Fourier Burst Accumulation,
IP(24), No. 11, November 2015, pp. 3293-3307.
IEEE DOI 1509
BibRef
Earlier:
Burst Deblurring: Removing Camera Shake Through Fourier Burst Accumulation,
CVPR15(2385-2393)
IEEE DOI 1510
Fourier analysis Related code:
See also Implementation of Local Fourier Burst Accumulation for Video Deblurring. BibRef

Delbracio, M.[Mauricio], Sapiro, G.[Guilermo],
Hand-held video deblurring via efficient Fourier aggregation,
CompImg(1), 2015, pp. 270-283.
IEEE DOI 1704
BibRef

Shao, W.Z.[Wen-Ze], Ge, Q.[Qi], Deng, H.S.[Hai-Song], Wei, Z.H.[Zhi-Hui], Li, H.B.[Hai-Bo],
A Unified Optimization Perspective to Single/Multi-observation Blur-Kernel Estimation with Applications to Camera-Shake Deblurring and Nonparametric Blind Super-Resolution,
JMIV(54), No. 2, February 2016, pp. 216-239.
Springer DOI 1602
BibRef

Nie, Y., Su, T., Zhang, Z., Sun, H., Li, G.,
Dynamic Video Stitching via Shakiness Removing,
IP(27), No. 1, January 2018, pp. 164-178.
IEEE DOI 1712
BibRef
And: Corrections: IP(27), No. 10, October 2018, pp. 4932-4932.
IEEE DOI 1808
cameras, entertainment, image matching, image motion analysis, image registration, mobile computing, video signal processing, video stabilization BibRef

Huang, H., Wei, X., Zhang, L.,
Encoding Shaky Videos by Integrating Efficient Video Stabilization,
CirSysVideo(29), No. 5, May 2019, pp. 1503-1514.
IEEE DOI 1905
Videos, Video coding, Encoding, Motion estimation, Computational efficiency, motion vector BibRef

Kalybek, M.[Maksat], Bocian, M.[Mateusz], Pakos, W.[Wojciech], Grosel, J.[Jacek], Nikitas, N.[Nikolaos],
Performance of Camera-Based Vibration Monitoring Systems in Input-Output Modal Identification Using Shaker Excitation,
RS(13), No. 17, 2021, pp. xx-yy.
DOI Link 2109
BibRef


Chiang, C., Tseng, Y., Xu, Y., Kuo, H., Tsai, Y., Chen, G., Tan, K., Wang, W., Lin, Y., Tseng, S.R.[S. Roy], Lin, W., Yu, C., Shen, B., Kao, K., Cheng, C., Chen, H.,
Deploying Image Deblurring across Mobile Devices: A Perspective of Quality and Latency,
NTIRE20(2109-2119)
IEEE DOI 2008
Mobile handsets, Image restoration, Benchmark testing, Quantization (signal), Task analysis, Network architecture, Image enhancement BibRef

Shi, F., Tsai, S., Wang, Y., Liang, C.,
Steadiface: Real-Time Face-Centric Stabilization On Mobile Phones,
ICIP19(4599-4603)
IEEE DOI 1910
video stabilization, real-time processing, mobile platforms, machine learning, CNN BibRef

Mustaniemi, J.[Janne], Kannala, J.H.[Ju-Ho], Särkkä, S.[Simo], Matas, J.G.[Jiri G.], Heikkila, J.[Janne],
Gyroscope-Aided Motion Deblurring with Deep Networks,
WACV19(1914-1922)
IEEE DOI 1904
BibRef
Earlier:
Fast Motion Deblurring for Feature Detection and Matching Using Inertial Measurements,
ICPR18(3068-3073)
IEEE DOI 1812
convolutional neural nets, gyroscopes, image motion analysis, image restoration, real-time performance, clear improvement, Mobile handsets. feature extraction, image matching, image motion analysis, image reconstruction. BibRef

Zhoul, Y., Tapaswi, M., Fidler, S.,
Now You Shake Me: Towards Automatic 4D Cinema,
CVPR18(7425-7434)
IEEE DOI 1812
Motion pictures, Wind, Cameras, Task analysis, Gravity, Visualization BibRef

Ghosh, S., Naik, S., Chaudhury, K.N.,
Lucky DCT aggregation for camera shake removal,
ICIP17(3790-3794)
IEEE DOI 1803
cameras, deconvolution, discrete cosine transforms, image restoration, image sensors, Fourier burst accumulation, lucky imaging BibRef

Adesoye, G.S., Wang, O.,
Joint Mobile-Cloud Video Stabilization,
ECVW17(353-360)
IEEE DOI 1709
Bandwidth, Cameras, Hardware, Mobile communication, Mobile handsets, Performance evaluation, Servers BibRef

Hu, Z., Yuan, L., Lin, S., Yang, M.H.,
Image Deblurring Using Smartphone Inertial Sensors,
CVPR16(1855-1864)
IEEE DOI 1612
BibRef

Cui, Z.X.[Zhao-Xiong], Jiang, T.T.[Ting-Ting],
No-Reference Video Shakiness Quality Assessment,
ACCV16(V: 396-411).
Springer DOI 1704
BibRef

Sindelar, O.[Ondrej], Scoubek, F.[Filip], Milanfar, P.[Peyman],
Space-Variant Image Deblurring on Smartphones Using Inertial Sensors,
IWMV14(191-192)
IEEE DOI 1409
gyroscope; mobile phone; space-variant deconvolution BibRef

Xie, Q.W., Chen, X., Zhang, L.M., Jiang, A., Cui, F.,
A novel rapid and efficient video stabilization algorithm for mobile platforms,
VCIP16(1-4)
IEEE DOI 1701
Cameras BibRef

Bhargava, M.[Manevarthe], Ramakrishnan, K.[Kalpati],
Joint Keystone Correction and Shake Removal for a Hand Held Projector,
ISVC16(II: 269-278).
Springer DOI 1701
BibRef

Yue, T.[Tao], Suo, J.L.[Jin-Li], Dai, Q.H.[Qiong-Hai],
Efficient 3D kernel estimation for non-uniform camera shake removal using perpendicular camera system,
CCD15(10-15)
IEEE DOI 1510
Cameras BibRef

Park, S.H.[Sung Hee], Levoy, M.[Marc],
Gyro-Based Multi-image Deconvolution for Removing Handshake Blur,
CVPR14(3366-3373)
IEEE DOI 1409
BibRef

Hu, Z.[Zhe], Xu, L.[Li], Yang, M.H.[Ming-Hsuan],
Joint Depth Estimation and Camera Shake Removal from Single Blurry Image,
CVPR14(2893-2900)
IEEE DOI 1409
depth estimation;non-uniform blur;single blurry image BibRef

Muhammed Fasil, C., Jiji, C.V.,
Kernel estimation from blurred edge profiles using Radon Transform for shaken images,
NCVPRIPG13(1-4)
IEEE DOI 1408
Radon transforms BibRef

Shearer, P.[Paul], Gilbert, A.C.[Anna C.], Hero, A.O.[Alfred O.],
Correcting camera shake by incremental sparse approximation,
ICIP13(572-576)
IEEE DOI 1402
Benchmark testing BibRef

Qu, H.[Hui], Song, L.[Li], Xue, G.J.[Geng-Jian],
Shaking video synthesis for video stabilization performance assessment,
VCIP13(1-6)
IEEE DOI 1402
motion estimation BibRef

Xu, Y.Q.[Yu-Quan], Wang, L.[Lu], Hu, X.Y.[Xi-Yuan], Peng, S.L.[Si-Long],
Single-Image Blind Deblurring for Non-uniform Camera-Shake Blur,
ACCV12(III:336-348).
Springer DOI 1304
BibRef

Köhler, R.[Rolf], Hirsch, M.[Michael], Mohler, B.[Betty], Schölkopf, B.[Bernhard], Harmeling, S.[Stefan],
Recording and Playback of Camera Shake: Benchmarking Blind Deconvolution with a Real-World Database,
ECCV12(VII: 27-40).
Springer DOI 1210
BibRef

Hirsch, M.[Michael], Schuler, C.J.[Christian J.], Harmeling, S.[Stefan], Scholkopf, B.[Bernhard],
Fast removal of non-uniform camera shake,
ICCV11(463-470).
IEEE DOI 1201
Shake leads to non-uniform blur.
See also Multiframe blind deconvolution, super-resolution, and saturation correction via incremental EM. BibRef

Cai, H.Y.[Hong-Yuan], Zheng, J.Y.[Jiang Yu], Tanaka, H.[Hiromi],
Acquiring shaking-free route panorama by stationary blurring,
ICIP10(921-924).
IEEE DOI 1009
BibRef

Wang, J.M., Chou, H.P., Chen, S.W., Fuh, C.S.,
Video stabilization for a hand-held camera based on 3D motion model,
ICIP09(3477-3480).
IEEE DOI 0911
BibRef

Razligh, Q.R.[Qolamreza R.], Kehtarnavaz, N.[Nasser],
Image Blur Reduction for Cell-Phone Cameras Via Adaptive Tonal Correction,
ICIP07(I: 113-116).
IEEE DOI 0709
BibRef

Dobashi, K., Kodate, A., Tominaga, H.,
Camera Working Parameter Extraction for Constructing Video Considering Camera Shake,
ICIP01(III: 382-385).
IEEE DOI 0108
BibRef

Chapter on Motion Analysis -- Low-Level, Image Level Analysis, Mosaic Generation, Super Resolution, Shape from Motion continues in
Rolling Shutter Rectification, Alignment, Stabilization .


Last update:Oct 24, 2021 at 16:35:58