Topic · Video Analysis and Summarization
Most cited papers in Video Analysis and Summarization
What are the most cited papers in Video Analysis and Summarization?
The most cited paper in Video Analysis and Summarization is "Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories" (Svetlana Lazebnik, C. Schmid, Jean Ponce, 2006), with 7,972 citations. Next come "Video Google: a text retrieval approach to object matching in videos" (6,474) and "Content-based image retrieval at the end of the early years" (6,087).
Showing 50 of 99 papers. Every paper with more than 767 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Beyond Bags of Features: Spatial Pyramid Matching for Recognizing Natural Scene Categories Svetlana Lazebnik, C. Schmid, Jean Ponce | 10 Jul 2006 | 7,972 |
| 2 | Video Google: a text retrieval approach to object matching in videos Sivic, Zisserman | 2003 | 6,474 |
| 3 | Content-based image retrieval at the end of the early years Arnold W. M. Smeulders, Marcel Worring, Simone Santini et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 6,087 |
| 4 | The eyes have it: a task by data type taxonomy for information visualizations Ben Shneiderman | 23 Dec 2002 | 4,586 |
| 5 | Simple online and realtime tracking Alex Bewley, Zongyuan Ge, Lionel Ott et al. | 17 Aug 2016 | 4,156 |
| 6 | HMDB: A large video database for human motion recognition Hilde Kuehne, Hueihan Jhuang, Estíbaliz Garrote et al. | Nov 2011 | 3,990 |
| 7 | Hybrid Recommender Systems: Survey and Experiments Robin Burke · User Modeling and User-Adapted Interaction | Nov 2002 | 3,852 |
| 8 | A Bayesian Hierarchical Model for Learning Natural Scene Categories Li Fei-Fei, Pietro Perona | 27 Jul 2005 | 3,630 |
| 9 | Scalable Recognition with a Vocabulary Tree D. Nistér, Henrik Stewénius | 10 Jul 2006 | 3,622 |
| 10 | Learning realistic human actions from movies Ivan Laptev, Marcin Marszałek, Cordelia Schmid et al. | Jun 2008 | 3,525 |
| 11 | D³ Data-Driven Documents M. G. Bostock, V. I. OGIEVETSKY, Jeffrey Heer · IEEE Transactions on Visualization and Computer Graphics | 4 Nov 2011 | 3,296 |
| 12 | NUS-WIDE Tat‐Seng Chua, Jinhui Tang, Richang Hong et al. | 8 Jul 2009 | 3,116 |
| 13 | Query by image and video content: the QBIC system Myron Flickner, Harpreet Sawhney, Wayne Niblack et al. · Computer | 1995 | 3,069 |
| 14 | Image retrieval Ritendra Datta, Dhiraj Joshi, Jia Li et al. · ACM Computing Surveys | Apr 2008 | 3,039 |
| 15 | Recognizing human actions: a local SVM approach Christian Schüldt, Ivan Laptev, Barbara Caputo · Proceedings of the 17th International Conference on Pattern Recognition, 2004. ICPR 2004. | 2004 | 3,011 |
| 16 | The recognition of human movement using temporal templates Aaron Bobick, James W. Davis · IEEE Transactions on Pattern Analysis and Machine Intelligence | Mar 2001 | 2,820 |
| 17 | OpenSesame: An open-source, graphical experiment builder for the social sciences Sebastiaan Mathôt, Daniël Schreij, Jan Theeuwes · Behavior Research Methods | 15 Nov 2011 | 2,766 |
| 18 | Action recognition by dense trajectories Heng Wang, Alexander Kläser, Cordelia Schmid et al. | Jun 2011 | 2,239 |
| 19 | SIMPLIcity: semantics-sensitive integrated matching for picture libraries James Z. Wang, Jia Li, Gio C. M. Wiederhold · IEEE Transactions on Pattern Analysis and Machine Intelligence | 2001 | 2,202 |
| 20 | DreamBooth: Fine Tuning Text-to-Image Diffusion Models for Subject-Driven Generation Nataniel Ruiz, Yuanzhen Li, Varun Jampani et al. | Jun 2023 | 2,176 |
| 21 | Beyond short snippets: Deep networks for video classification Joe Yue-Hei Ng, Matthew Hausknecht, Sudheendra Vijayanarasimhan et al. | Jun 2015 | 2,150 |
| 22 | SPICE: Semantic Propositional Image Caption Evaluation Peter Anderson, Basura Fernando, Mark S. Johnson et al. · Lecture notes in computer science | 2016 | 1,987 |
| 23 | Conceptual Captions: A Cleaned, Hypernymed, Image Alt-text Dataset For Automatic Image Captioning Piyush Kumar Sharma, Nan Ding, Sebastian Goodman et al. | 2018 | 1,872 |
| 24 | The MIR flickr retrieval evaluation Mark J. Huiskes, Michael S. Lew | 30 Oct 2008 | 1,865 |
| 25 | MSR-VTT: A Large Video Description Dataset for Bridging Video and Language Jun Xu, Tao Mei, Ting Yao et al. | Jun 2016 | 1,826 |
| 26 | Visual tracking with online Multiple Instance Learning Boris Babenko, Ming–Hsuan Yang, Serge Belongie · 2009 IEEE Conference on Computer Vision and Pattern Recognition | Jun 2009 | 1,814 |
| 27 | Relevance feedback: a power tool for interactive content-based image retrieval Yong Rui, Thomas S. Huang, Mari Carmen Gil Ortega et al. · IEEE Transactions on Circuits and Systems for Video Technology | 1998 | 1,777 |
| 28 | The CAVE: audio visual experience automatic virtual environment Carolina Cruz‐Neira, Daniel J. Sandin, Thomas A. DeFanti et al. · Communications of the ACM | Jun 1992 | 1,770 |
| 29 | A survey of content-based image retrieval with high-level semantics Ying Liu, Dengsheng Zhang, Guojun Lu et al. · Pattern Recognition | 12 Jul 2006 | 1,704 |
| 30 | Color and texture descriptors B.S. Manjunath, J.-R. Ohm, Varun Vasudevan et al. · IEEE Transactions on Circuits and Systems for Video Technology | Jun 2001 | 1,666 |
| 31 | Image indexing using color correlograms Jing Huang, S. Ravi Kumar, Mandar Mitra et al. | 22 Nov 2002 | 1,657 |
| 32 | Information visualization and visual data mining Daniel A. Keim · IEEE Transactions on Visualization and Computer Graphics | 2002 | 1,649 |
| 33 | A 3-dimensional sift descriptor and its application to action recognition Paul Scovanner, Saad Ali, Mubarak A. Shah | 29 Sep 2007 | 1,642 |
| 34 | ICDAR 2015 competition on Robust Reading Dìmosthenis Karatzas, Lluís Gómez, Anguelos Nicolaou et al. | Aug 2015 | 1,627 |
| 35 | Cognitive Theory of Multimedia Learning Richard E. Mayer · Cambridge University Press eBooks | 15 Aug 2005 | 1,586 |
| 36 | Mining actionlet ensemble for action recognition with depth cameras Jiang Wang, Zicheng Liu, Ying Nian Wu et al. | Jun 2012 | 1,581 |
| 37 | Photobook: Content-based manipulation of image databases Alex Pentland, Rosalind W. Picard, Stan Sclaroff · International Journal of Computer Vision | Jun 1996 | 1,565 |
| 38 | Graph visualization and navigation in information visualization: A survey Iván Herman, Guy Mélançon, Michael S. Marshall · IEEE Transactions on Visualization and Computer Graphics | 2000 | 1,554 |
| 39 | Content-based multimedia information retrieval Michael S. Lew, Nicu Sebe, Chabane Djeraba et al. · ACM Transactions on Multimedia Computing Communications and Applications | Feb 2006 | 1,542 |
| 40 | Google news personalization Abhinandan Das, Mayur Datar, Ashutosh Garg et al. | 8 May 2007 | 1,542 |
| 41 | Synthesis and evaluation of linear motion transitions Jing Wang, Bobby Bodenheimer · ACM Transactions on Graphics | Mar 2008 | 1,540 |
| 42 | Unsupervised Learning of Human Action Categories Using Spatial-Temporal Words Juan Carlos Niebles, Hongcheng Wang, Li Fei-Fei · International Journal of Computer Vision | 3 Mar 2008 | 1,489 |
| 43 | Sketch-based manga retrieval using manga109 dataset Yusuke Matsui, Kota Ito, Yuji Aramaki et al. · Multimedia Tools and Applications | 8 Nov 2016 | 1,459 |
| 44 | Evaluation of Interest Point Detectors Cordelia Schmid, Roger Mohr, Christian Bauckhage · International Journal of Computer Vision | Jun 2000 | 1,453 |
| 45 | ICDAR 2013 Robust Reading Competition Dìmosthenis Karatzas, Faisal Shafait, Seiichi Uchida et al. | Aug 2013 | 1,431 |
| 46 | Real-time foreground–background segmentation using codebook model Kyungnam Kim, Thanarat H. Chalidabhongse, David Harwood et al. · Real-Time Imaging | 4 Apr 2005 | 1,429 |
| 47 | Sequence to Sequence -- Video to Text Subhashini Venugopalan, Marcus Rohrbach, Jeffrey Donahue et al. | Dec 2015 | 1,418 |
| 48 | Guided search: An alternative to the feature integration model for visual search. Jeremy M. Wolfe, Kyle R. Cave, Susan L. Franzel · Journal of Experimental Psychology Human Perception & Performance | 1989 | 1,411 |
| 49 | A new approach to cross-modal multimedia retrieval Nikhil Rasiwasia, José Costa Pereira, Emanuele Coviello et al. | 25 Oct 2010 | 1,399 |
| 50 | Robust and fast similarity search for moving object trajectories Lei Chen, M. TAMER ÖZSU, Vincent Oria | 14 Jun 2005 | 1,345 |
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.