Topic · Gait Recognition and Analysis
Most cited papers in Gait Recognition and Analysis
What are the most cited papers in Gait Recognition and Analysis?
The most cited paper in Gait Recognition and Analysis is "Sensitivity and False Alarm Rate of a Fall Sensor in Long-Term Fall Detection in the Elderly" (Maarit Kangas, Raija Korpelainen, Irene Vikman et al., 2014), with 18,953 citations. Next come "Domain-Adversarial Training of Neural Networks" (7,721) and "Deep High-Resolution Representation Learning for Human Pose Estimation" (5,840).
Showing 50 of 99 papers. Every paper with more than 666 citations is listed.
| # | Paper | ||
|---|---|---|---|
| 1 | Sensitivity and False Alarm Rate of a Fall Sensor in Long-Term Fall Detection in the Elderly Maarit Kangas, Raija Korpelainen, Irene Vikman et al. · Gerontology | 13 Aug 2014 | 18,953 |
| 2 | Domain-Adversarial Training of Neural Networks Yaroslav Ganin, Evgeniya Ustinova, Hana Ajakan et al. · Advances in computer vision and pattern recognition | 2017 | 7,721 |
| 3 | Deep High-Resolution Representation Learning for Human Pose Estimation Ke Sun, Bin Xiao, Dong Liu et al. | Jun 2019 | 5,840 |
| 4 | Stacked Hourglass Networks for Human Pose Estimation Alejandro Newell, Kaiyu Yang, Jia Hao Deng · Lecture notes in computer science | 2016 | 5,296 |
| 5 | Spatial Temporal Graph Convolutional Networks for Skeleton-Based Action Recognition Sijie Yan, Yuanjun Xiong, Dahua Lin · Proceedings of the AAAI Conference on Artificial Intelligence | 27 Apr 2018 | 5,096 |
| 6 | A Closer Look at Spatiotemporal Convolutions for Action Recognition Du Tran, Heng Wang, Lorenzo Torresani et al. | Jun 2018 | 3,637 |
| 7 | Action Recognition with Improved Trajectories Heng Wang, Cordelia Schmid | Dec 2013 | 3,570 |
| 8 | DeepPose: Human Pose Estimation via Deep Neural Networks Alexander Toshev, Christian Szegedy | Jun 2014 | 3,331 |
| 9 | 2D Human Pose Estimation: New Benchmark and State of the Art Analysis Mykhaylo Andriluka, Leonid Pishchulin, Peter Gehler et al. | Jun 2014 | 2,878 |
| 10 | Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition Francisco Javier Ordóñez, Daniel Roggen · Sensors | 18 Jan 2016 | 2,769 |
| 11 | W/sup 4/: real-time surveillance of people and their activities Ismail Haritaoğlu, David Harwood, L.S. Davis · IEEE Transactions on Pattern Analysis and Machine Intelligence | 2000 | 2,529 |
| 12 | Hierarchical recurrent neural network for skeleton based action recognition Yong Du, Wei Wang, Liang Wang | Jun 2015 | 2,004 |
| 13 | Individual recognition using gait energy image Ju Han, Bir Bhanu · IEEE Transactions on Pattern Analysis and Machine Intelligence | Feb 2006 | 1,873 |
| 14 | NTU RGB+D 120: A Large-Scale Benchmark for 3D Human Activity Understanding Jun Liu, Amir Shahroudy, Mauricio Pérez et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 14 May 2019 | 1,845 |
| 15 | Actions as space-time shapes Miri Blank, Lena Gorelick, Eli Shechtman et al. | 2005 | 1,752 |
| 16 | Micro-doppler effect in radar: phenomenon, model, and simulation study V.C. Chen, Fayin Li, Shen-Shyang Ho et al. · IEEE Transactions on Aerospace and Electronic Systems | 2006 | 1,696 |
| 17 | Human Action Recognition by Representing 3D Skeletons as Points in a Lie Group Raviteja Vemulapalli, Felipe Arrate, Rama Chellappa | Jun 2014 | 1,598 |
| 18 | View invariant human action recognition using histograms of 3D joints Lu Xia, Chia-Chih Chen, J.K. Aggarwal | Jun 2012 | 1,506 |
| 19 | Action recognition based on a bag of 3D points Wanqing Li, Zhengyou Zhang, Zicheng Liu | Jun 2010 | 1,475 |
| 20 | Two-Stream Convolutional Networks for Action Recognition in Videos Karen Simonyan, Andrew Zisserman · arXiv (Cornell University) | 9 Jun 2014 | 1,467 |
| 21 | Actions as Space-Time Shapes Lena Gorelick, Miri Blank, Eli Shechtman et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 8 Nov 2007 | 1,438 |
| 22 | Spatio-Temporal LSTM with Trust Gates for 3D Human Action Recognition Jun Liu, Amir Shahroudy, Dong Xu et al. · Lecture notes in computer science | 2016 | 1,424 |
| 23 | Human motion analysis: a review J.K. Aggarwal, Quanquan Cai | 22 Nov 2002 | 1,411 |
| 24 | An improved deep learning architecture for person re-identification Ejaz Ahmed, Michael Jones, Tim K. Marks | Jun 2015 | 1,358 |
| 25 | Discriminative Scale Space Tracking Martin Danelljan, G Hager, Fahad Shahbaz Khan et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 15 Sep 2016 | 1,351 |
| 26 | Real-time American sign language recognition using desk and wearable computer based video Thad E. Starner, Joshua Weaver, Alex Pentland · IEEE Transactions on Pattern Analysis and Machine Intelligence | 1998 | 1,347 |
| 27 | Machine Recognition of Human Activities: A Survey Pavan K. Turaga, Rama Chellappa, V. S. Subrahmanian et al. · IEEE Transactions on Circuits and Systems for Video Technology | 29 Sep 2008 | 1,342 |
| 28 | Person Re-identification by Multi-Channel Parts-Based CNN with Improved Triplet Loss Function De Cheng, Yihong Gong, Sanping Zhou et al. | Jun 2016 | 1,299 |
| 29 | Actional-Structural Graph Convolutional Networks for Skeleton-Based Action Recognition Maosen Li, Siheng Chen, Xu Chen et al. | Jun 2019 | 1,277 |
| 30 | Recognizing human action in time-sequential images using hidden Markov model Junji Yamato, Jun Ohya, Kenichiro Ishii | 2 Jan 2003 | 1,273 |
| 31 | Action MACH a spatio-temporal Maximum Average Correlation Height filter for action recognition Mikel D. Rodriguez, Javed Ahmed, Mubarak Shah | Jun 2008 | 1,257 |
| 32 | Recognizing action at a distance Alexei A. Efros, Berg, Mori et al. | 2003 | 1,252 |
| 33 | Silhouette analysis-based gait recognition for human identification Liang Wang, Tieniu Tan, Huazhong Ning et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | Dec 2003 | 1,211 |
| 34 | Beyond Triplet Loss: A Deep Quadruplet Network for Person Re-identification Weihua Chen, Xiaotang Chen, Jianguo Zhang et al. | Jul 2017 | 1,198 |
| 35 | Gait Analysis Methods: An Overview of Wearable and Non-Wearable Systems, Highlighting Clinical Applications Alvaro Muro-de-la-Herran, Begonya García-Zapirain, Amaia Méndez Zorrilla · Sensors | 19 Feb 2014 | 1,191 |
| 36 | Gait Analysis Using Wearable Sensors Weijun Tao, Tao Liu, Rencheng Zheng et al. · Sensors | 16 Feb 2012 | 1,180 |
| 37 | General Tensor Discriminant Analysis and Gabor Features for Gait Recognition Dacheng Tao, Xuelong Li, Xindong Wu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 29 Aug 2007 | 1,160 |
| 38 | The humanID gait challenge problem: data sets, performance, and analysis Sudeep Sarkar, P. Jonathon Phillips, Zhuangcong Liu et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 4 Jan 2005 | 1,138 |
| 39 | Recognizing friends by their walk: Gait perception without familiarity cues James E. Cutting, Lynn T. Kozlowski · Bulletin of the Psychonomic Society | May 1977 | 1,095 |
| 40 | Omni-Scale Feature Learning for Person Re-Identification Kaiyang Zhou, Yongxin Yang, Andrea Cavallaro et al. | Oct 2019 | 1,033 |
| 41 | A Framework for Evaluating the Effect of View Angle, Clothing and Carrying Condition on Gait Recognition Shiqi Yu, Daoliang Tan, Tieniu Tan | 2006 | 1,032 |
| 42 | MARS: A Video Benchmark for Large-Scale Person Re-Identification Liang Zheng, Zhi Bie, Yifan Sun et al. · Lecture notes in computer science | 2016 | 1,027 |
| 43 | Channel-wise Topology Refinement Graph Convolution for Skeleton-Based Action Recognition Yuxin Chen, Ziqi Zhang, Chunfeng Yuan et al. · 2021 IEEE/CVF International Conference on Computer Vision (ICCV) | Oct 2021 | 1,021 |
| 44 | A survey of vision-based methods for action representation, segmentation and recognition Daniel Weinland, Rémi Ronfard, Edmond Boyer · Computer Vision and Image Understanding | 18 Oct 2010 | 1,017 |
| 45 | Long-term correlation tracking Chao Ma, Xiaokang Yang, Chongyang Zhang et al. | Jun 2015 | 1,015 |
| 46 | Poselets: Body part detectors trained using 3D human pose annotations Lubomir Bourdev, Jitendra Malik | Sep 2009 | 1,008 |
| 47 | Classifying facial actions Gianluca Donato, Marian Stewart Bartlett, Joseph C. Hager et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence | 1999 | 1,006 |
| 48 | Recent developments in human motion analysis Liang Wang, Weiming Hu, Tieniu Tan · Pattern Recognition | 9 Jan 2003 | 969 |
| 49 | Skeleton-Based Action Recognition With Directed Graph Neural Networks Lei Shi, Yifan Zhang, Jian Cheng et al. | Jun 2019 | 966 |
| 50 | Deep Metric Learning for Person Re-identification Yi Dong, Zhen Lei, Shengcai Liao et al. | Aug 2014 | 958 |
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.