The TUM Gait from Audio, Image and Depth (GAID) database: Multimodal recognition of subjects and traits

Histograms of Oriented Gradients for Human Detection

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The WEKA data mining software: an update

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The random subspace method for constructing decision forests

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Adaptive background mixture models for real-time tracking

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Region Filling and Object Removal by Exemplar-Based Image Inpainting

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Opensmile: the munich versatile and fast open-source audio feature extractor

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Individual recognition using gait energy image

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General Tensor Discriminant Analysis and Gabor Features for Gait Recognition

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The humanID gait challenge problem: data sets, performance, and analysis

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A Framework for Evaluating the Effect of View Angle, Clothing and Carrying Condition on Gait Recognition

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Multi-Feature Hybrid Gait Recognition Algorithm Based on Iterative Closest Point Algorithm

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Semi-supervised Subject Recognition through Pseudo Label Generation in Ubiquitous Sensor Data

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WildGait: Learning Gait Representations from Raw Surveillance Streams

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Pose-Based Boundary Energy Image for Gait Recognition from Silhouette Contour InformationPreprint

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Gait-Based Age, Gender and Mobility Recognition Using Cnn-Bgru on Thermal Silhouettes with an Embedded ImplementationPreprint

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Covariate-invariant gait recognition using random subspace method and its extensions

Yu, G. (2026) · Warwick Research Archive Portal (University of Warwick) · doi:10.82444/warw.33688078

Robust Methods for Content Analysis of Auditory Scenes

Geiger, J. T. (2015)

Análisis automático del patrón de la marcha mediante visión por computador: problemas, métodos y aplicaciones

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View-invariant feature selector and its application on gait recognition

Jia, N. (2026) · Warwick Research Archive Portal (University of Warwick) · doi:10.82444/warw.33747673

Person recognition using gait energy imaging

Lishani, A. O. (2018) · Northumbria Research Link (Northumbria University)

Current Methods in Gait Analysis and Recognition: A Review on Model –Based Approach

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Analisis Seleksi Tingkat Kecocokan Gambar pada MDID Multimedia Database Dengan Menggunakan Metode ImageDNA

Moedjahedy, J., Zein, H., Isdayani, B., Tongalu, E., Kusrini, K., & Mustafa, M. S. (2020) · CogITo Smart Journal · doi:10.31154/cogito.v6i1.223.50-59

Gait recognition from ill-posed silhouettes

Uddin, M. Z. (2020) · Institutional Repositories DataBase (IRDB) · doi:10.18910/76644

Spatio-temporal multi-factor model for individual identification from biological motion

Su, Y. R., Peng, W., Xing, M., & Feng, Z. (2020) · Ad Hoc Networks · doi:10.1016/j.adhoc.2020.102371

Semi-supervised subject recognition in low-modal sensor data

Tiwari, S., Dhekane, S. G., Vajra, K., & Banerjee, D. S. (2021) · Ad Hoc Networks · doi:10.1016/j.adhoc.2021.102472

Motion Data Beyond Animation

Furtado, S. (2016) · ERA: Education and Research Archive (University of Alberta) · doi:10.7939/r3f766j26

VersatileGait: A Large-Scale Synthetic Gait Dataset Towards in-the-Wild SimulationPreprint

Zhang, P., Dou, H., Zhang, W., Zhao, Y., Li, S., Qin, Z., & Li, X. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2105.14421

Robust Analytics for Video-Based Gait BiometricsPreprint

Isaac, E. R. H. P. (2021) · arXiv (Cornell University) · doi:10.48550/arxiv.2111.06670

Methods of gait recognition in video

Sokolova, A. I., & Konushin, A. S. (2019) · Proceedings of the Institute for System Programming of RAS · doi:10.15514/ispras-2018-31(1)-5

大規模歩行映像データベースの構築に向けて

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Gait Analysis

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Silüet ve RGB Görüntüleri ile Derin Evrişimsel Sinir Ağları Kullanarak Yürüyüşten Kimlik Tanıma

IŞIK, S. G., & Ekenel, H. K. (2022) · Türkiye Bilişim Vakfı Bilgisayar Bilimleri ve Mühendisliği Dergisi · doi:10.54525/tbbmd.1076239 · Cited by 1

Gait Recognition, Evaluation

Sarkar, S., Subramanian, R., & Liu, Z. (2015) · Encyclopedia of Biometrics · doi:10.1007/978-1-4899-7488-4_39

Novel Architecture for Human Re-Identification with a Two-Stream Neural Network and Attention Mechanism

Rahi, B. H., & Qi, M. (2022) · Computing and Informatics · doi:10.31577/cai_2022_4_905

Long-Term Person Reidentification: Challenges and Outlook

Manhães, A. N., Matos, G., Cardoso, D. O., Pinto, M. F., Colares, J., Leitão, P., Brandão, D. N., & Haddad, D. B. (2022) · Communications in computer and information science · doi:10.1007/978-3-031-23236-7_25

RepGCN: A Novel Graph Convolution-Based Model for Gait Recognition with Accompanying Behaviors

Mei, Z., Mei, Z., Zeng, H., Li, Y., Zeng, H., & Li, Y. (2023) · Lecture notes in computer science · doi:10.1007/978-981-99-8469-5_12

Research progress of three-dimensional gait recognition

Shen, S., Zhang, W., Ding, H., Zhang, H., Sha, C., Wang, S., & Chen, S. (2024) · Journal of Image and Graphics · doi:10.11834/jig.230328

Hiper kişiselleştirilmiş pazarlama için evrişimsel sinir ağını kullanarak yürüyüş biçimi tabanlı cinsiyet tanıma

Sümer, E., Berksan, M., & Sümer, S. I. (2024) · Gazi Üniversitesi Mühendislik-Mimarlık Fakültesi Dergisi · doi:10.17341/gazimmfd.1308742

Gait Recognition

Sarkar, S., Liu, Z., & Subramanian, R. (2025) · Springer eBooks · doi:10.1007/978-3-030-71522-9_741

From Indoor to Outdoor: Unsupervised Domain Adaptive Gait RecognitionPreprint

Wang, L., Feng, W., Han, R., Zhang, X., Wei, Y., & Wang, S. (2025) · SSRN Electronic Journal · doi:10.2139/ssrn.5174453

Enhancing Gait Recognition: Data Augmentation via Physics-Based Biomechanical Simulation

Chandrasekaran, M., Francik, J., & Makris, D. (2025) · Lecture notes in computer science · doi:10.1007/978-3-031-91575-8_11

Datasets

Bastos, D. R. M., & Tavares, J. M. R. S. (2025) · Studies in systems, decision and control · doi:10.1007/978-3-031-89560-9_4

Human Gait Recognition for Security Systems

Yasen, M., Elgamacy, A., Sallam, A., Ghazala, F., Ǫaraa, S., Elbehairy, H., Mohamed, S., & El-Rashidy, N. M. (2025) · Lecture notes in networks and systems · doi:10.1007/978-981-96-5013-2_8

Effective Spatiotemporal Feature Modulation Driven Multimodal Gait Recognition

Li, D., & Wu, W. (2025) · International Joint Conference on Neural Networks (IJCNN) · doi:10.1109/ijcnn64981.2025.11228162

Gait Recognition via Pristine Feature Learning

Rathore, A., Thapar, D., & Chandran, M. (2026) · Lecture notes in computer science · doi:10.1007/978-3-032-07343-3_6

GAN and DINOv2 Framework for Robust Cross-Condition Gait Recognition

Derea, Z. (2026) · Academia Open · doi:10.21070/acopen.11.2026.13411

Improving human gait recognition using a directed GAN in digital forensics

Derea, Z. (2026) · Academia Open · doi:10.21070/acopen.11.2026.13545

Clinical Gait Assessment using 3D data

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MiiGait: A Pervasive Acoustic-based System for Tracking Gait Parameters in At-Risk Community Dwelling Older Adults with Neurodegenerative Conditions

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RIGID: real-time indexing of humans via gait identification and detection

Dao-Xuan, H.-T., Cao-Phan, K.-D., & Nguyen, V.-L. (2026) · Multimedia Tools and Applications · doi:10.1007/s11042-026-21702-y

Ms-lgnet: Multi-scale Local–Global Temporal Network for Disguised Inertial Gait Recognition with Domain Adaptation

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STAG-Net: A Spatial–Temporal Attention-Guided Network for Pathological Gait Classification

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Secure and adaptive user gait authentication framework for metaverse

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Gait recognition in forensic investigation: AI methods, reliability and future directions

Rani, E., Krishan, K., Guleria, A., Meena, R., Chitara, N., Siwan, D., Rana, A., Srivastava, A., Kaur, T., & Nirenberg, M. S. (2026) · Science & Justice · doi:10.1016/j.scijus.2026.101522

Gait-Based Person Identification Using Motion Interchange Patterns

Freidlin, G., Levy, N., & Wolf, L. (2015) · Lecture notes in computer science · doi:10.1007/978-3-319-16181-5_7

Multimodal features fusion for gait, gender and shoes recognition

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Empirical Study of Audio-Visual Features Fusion for Gait Recognition

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MMGait: Benchmarking and Unifying Gait Recognition across Heterogeneous ModalitiesPreprint

Hou, S., Wang, C., Cai, Q., Li, A., & Huang, Y. (2026) · arXiv (Cornell University) · doi:10.48550/arxiv.2609.11601

Human Recognition under Multi-Gait Scenario

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Multimodal Biometric Database for Person Identification and Gait Analysis

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