Most cited papers in Image and Video Stabilization

Image and Video Stabilization

What are the most cited papers in Image and Video Stabilization?

The most cited paper in Image and Video Stabilization is "Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition" (Chengjun Liu, Harry Wechsler, 2002), with 1,897 citations. Next come "A new LDA-based face recognition system which can solve the small sample size problem" (1,440) and "Image Alignment and Stitching: A Tutorial" (1,048).

Published TypeAccessCitations

Showing 50 of 100 papers. Every paper with more than 156 citations is listed.

Most cited papers, sortable by citations and release date
#	Paper
1	Gabor feature based classification using the enhanced fisher linear discriminant model for face recognition Chengjun Liu, Harry Wechsler · IEEE Transactions on Image Processing	Apr 2002	1,897
2	A new LDA-based face recognition system which can solve the small sample size problem Li‐Fen Chen, Hong-Yuan Mark Liao, Ming‐Tat Ko et al. · Pattern Recognition	Oct 2000	1,440
3	Image Alignment and Stitching: A Tutorial Richard Szeliski · Foundations and Trends® in Computer Graphics and Vision	2 Jan 2007	1,048
4	A theory of self-calibration of a moving camera Stephen J. Maybank, Olivier D. Faugeras · International Journal of Computer Vision	Aug 1992	827
5	A hybrid particle swarm optimization–back-propagation algorithm for feedforward neural network training Jingru Zhang, Jun Zhang, Jun Zhang et al. · Applied Mathematics and Computation	6 Oct 2006	711
6	Discriminant Analysis of Principal Components for Face Recognition Wenyi Zhao, Arvindh Krishnaswamy, Rama Chellappa et al. Book chapter	1998	699
7	Space-Time Completion of Video Yonatan Wexler, Eli Shechtman, Michal Irani · IEEE Transactions on Pattern Analysis and Machine Intelligence	23 Jan 2007	692
8	Comparison between geometry-based and Gabor-wavelets-based facial expression recognition using multi-layer perceptron Zhengyou Zhang, Michael J. Lyons, Mike Schuster et al. Conference paper	27 Nov 2002	621
9	A Study on Sigmoid Kernels for SVM and the Training of non-PSD Kernels by SMO-type Methods Hsuan-Tien Lin	2005	589
10	Illumination compensation and normalization for robust face recognition using discrete cosine transform in logarithm domain Wanshi Chen, Meng Joo Er, Shiqian Wu · IEEE Transactions on Systems Man and Cybernetics Part B (Cybernetics)	15 Mar 2006	564
11	Full-frame video stabilization with motion inpainting Yasuyuki Matsushita, Eyal Ofek, Weina Ge et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence	25 May 2006	553
12	Discriminative common vectors for face recognition Hakan Çevıkalp, Marian Neamtu, Mitch Wilkes et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence	22 Nov 2004	530
13	Inertially stabilized platform technology Concepts and principles James M. Hilkert · IEEE Control Systems	14 Jan 2008	485
14	Content-preserving warps for 3D video stabilization Feng Liu, Michael Gleicher, Hailin Jin et al. · ACM Transactions on Graphics	27 Jul 2009	475
15	Geometrically invariant watermarking using feature points Patrick Bas, J.-M. Chassery, Benoit B. Macq · IEEE Transactions on Image Processing	Sep 2002	471
16	Motion-based motion deblurring Shree K. Nayar, Moshe Ben-Ezra · IEEE Transactions on Pattern Analysis and Machine Intelligence	26 Apr 2004	466
17	A review on Gabor wavelets for face recognition Linlin Shen, Li Bai · Pattern Analysis and Applications	17 Aug 2006	466
18	Recognizing human facial expressions from long image sequences using optical flow Yaser Yacoob, L.S. Davis · IEEE Transactions on Pattern Analysis and Machine Intelligence	Jun 1996	458
19	Contrast enhancement system using spatially adaptive histogram equalization with temporal filtering Tae Keun Kim, Joonki Paik, Bong Soon Kang · IEEE Transactions on Consumer Electronics	1998	456
20	Real-time computer vision with OpenCV Kari Pulli, Anatoly Baksheev, Kirill Kornyakov et al. · Communications of the ACM	23 May 2012	443
21	Reanimating Faces in Images and Video Volker Blanz, Curzio Basso, Tomaso Poggio et al. · Computer Graphics Forum	Sep 2003	398
22	Face Detection Based on Multi-Block LBP Representation Lun Zhang, Rufeng Chu, Shiming Xiang et al. · Lecture notes in computer science Conference paperOpen access	29 Aug 2007	394
23	Image distortions in stereoscopic video systems Andrew J. Woods, Tom Docherty, Rolf Heinrich Koch · Proceedings of SPIE, the International Society for Optical Engineering/Proceedings of SPIE Conference paper	23 Sep 1993	370
24	Bundled camera paths for video stabilization Shuaicheng Liu, Lu Yuan, Ping Tan et al. · ACM Transactions on Graphics	16 Jul 2013	363
25	Face recognition using Eigenfaces Vivek Kshirsagar, M Baviskar, Mallika Gaikwad Conference paper	Mar 2011	358
26	Auto-directed video stabilization with robust L1 optimal camera paths Matthias Grundmann, Vivek Kwatra, Irfan A. Essa Conference paper	Jun 2011	353
27	Superpixel-Based Hand Gesture Recognition With Kinect Depth Camera Chong Wang, zhong hai liu, S. C. Chan · IEEE Transactions on Multimedia	24 Nov 2014	330
28	Subspace video stabilization Feng Liu, Michael Gleicher, Jue Wang et al. · ACM Transactions on Graphics	2011	322
29	Review on the Technological Development and Application of UAV Systems Bangkui Fan, Yun Li, Ruiyu Zhang et al. · Chinese Journal of Electronics	Mar 2020	318
30	Visual servoing of an under-actuated dynamic rigid-body system: an image-based approach Tarek Hamel, Robert E. Mahony · IEEE Transactions on Robotics and Automation	Apr 2002	307
31	Multi-projection of lenticular displays to construct a 256-view super multi-view display Yasuhiro Takaki, Nichiyo Nago · Optics Express Open access	13 Apr 2010	282
32	High-Speed Face Recognition Based on Discrete Cosine Transform and RBF Neural Networks M.J. Er, Wanshi Chen, Shiqian Wu · IEEE Transactions on Neural Networks	May 2005	278
33	Minimum-variance synthetic discriminant functions B. V. K. Vijaya Kumar · Journal of the Optical Society of America A	Oct 1986	271
34	Control of a Quadrotor Helicopter Using Dual Camera Visual Feedback Erdinç Altuğ, James P. Ostrowski, Camillo Jose Taylor · The International Journal of Robotics Research	May 2005	268
35	Nonlinearly Activated Neural Network for Solving Time-Varying Complex Sylvester Equation Shuai Li, Yangming Li · IEEE Transactions on Cybernetics	19 Nov 2013	260
36	Capitalize on dimensionality increasing techniques for improving face recognition grand challenge performance Chengjun Liu · IEEE Transactions on Pattern Analysis and Machine Intelligence	22 Mar 2006	253
37	Linear local tangent space alignment and application to face recognition Tianhao Zhang, Jie Yang, Deli Zhao et al. · Neurocomputing	13 Dec 2006	249
38	A One-Layer Projection Neural Network for Nonsmooth Optimization Subject to Linear Equalities and Bound Constraints Qingshan Liu, Jun Wang · IEEE Transactions on Neural Networks and Learning Systems	11 Mar 2013	248
39	Hand gesture recognition using combined features of location, angle and velocity Ho‐Sub Yoon, Jung Soh, Younglae J. Bae et al. · Pattern Recognition	2001	242
40	Regularized Robust Coding for Face Recognition Meng Yang, Lei Zhang, Jian Jun Yang et al.	18 Jul 2013	233
41	Robust blind image watermarking scheme based on Redundant Discrete Wavelet Transform and Singular Value Decomposition Nasrin M. Makbol, Bee Ee Khoo · AEU - International Journal of Electronics and Communications	24 Jul 2012	233
42	Face Recognition Using Kernel Ridge Regression Senjian An, Wanquan Liu, Svetha Venkatesh Conference paper	Jun 2007	232
43	Three-dimensional displays T. Okoshi · Proceedings of the IEEE	1980	227
44	Fast Stereo Matching Using Rectangular Subregioning and 3D Maximum-Surface Techniques Changming Sun · International Journal of Computer Vision	Apr 2002	225
45	Learning flexible sprites in video layers Nebojša Jojić, Brendan J. Frey Conference paper	25 Aug 2005	224
46	Simultaneous Video Stabilization and Moving Object Detection in Turbulence Omar Oreifej, Xin Li, Mubarak A. Shah · IEEE Transactions on Pattern Analysis and Machine Intelligence Open access	27 Apr 2012	223
47	View Synthesis for Advanced 3D Video Systems Karsten Müller, Aljoša Smolić, Kristina Dix et al. · EURASIP Journal on Image and Video Processing Open access	2008	222
48	Human face recognition based on multi-features using neural networks committee Zhong‐Qiu Zhao, De-Shuang Huang, Bingyu Sun · Pattern Recognition Letters	21 Jun 2004	219
49	A survey of quaternion neural networks Titouan Parcollet, Mohamed Morchid, Georges Linarès · Artificial Intelligence Review	16 Aug 2019	217
50	Quaternion neural network with geometrical operators Nobuyuki Matsui, Teijiro Isokawa, Hiromi Kusamichi et al. · Journal of Intelligent & Fuzzy Systems	2004	217

Citations are OpenAlex's own counts, from its 2026-09-23 snapshot, so the ranking can differ from Google Scholar or Web of Science. A paper is listed for a field when OpenAlex files it under one of the field's topics; retracted papers and papers whose citation count cannot be traced to citing works are left out, and a preprint and the article it became are shown once. Release dates are OpenAlex's: where a source gave only a month or a year, that is what is shown. How the lists are chosen.