Jove
Visualize
Contact Us
JoVE
x logofacebook logolinkedin logoyoutube logo
ABOUT JoVE
OverviewLeadershipBlogJoVE Help Center
AUTHORS
Publishing ProcessEditorial BoardScope & PoliciesPeer ReviewFAQSubmit
LIBRARIANS
TestimonialsSubscriptionsAccessResourcesLibrary Advisory BoardFAQ
RESEARCH
JoVE JournalMethods CollectionsJoVE Encyclopedia of ExperimentsArchive
EDUCATION
JoVE CoreJoVE BusinessJoVE Science EducationJoVE Lab ManualFaculty Resource CenterFaculty Site
Terms & Conditions of Use
Privacy Policy
Policies

Related Experiment Video

Updated: Mar 8, 2026

Clinical-oriented Three-dimensional Gait Analysis Method for Evaluating Gait Disorder
06:54

Clinical-oriented Three-dimensional Gait Analysis Method for Evaluating Gait Disorder

Published on: March 4, 2018

14.9K

Robust Arbitrary-View Gait Recognition Based on 3D Partial Similarity Matching.

Jin Tang, Jian Luo, Tardi Tjahjadi

    IEEE Transactions on Image Processing : a Publication of the IEEE Signal Processing Society
    |January 24, 2017
    PubMed
    Summary

    This study introduces gait partial similarity matching for view-invariant gait recognition, improving accuracy with incomplete data. The method effectively extracts and matches gait features across diverse views and conditions.

    Related Concept Videos

    You might also read

    Related Articles

    Articles linked to this work by shared authors, journal, and citation graph.

    Sort by
    Same author

    Macrophage Notch1 drives hepatocyte ferroptosis via the exosomal miR-142a-3p/TIPE2 axis to promote MASH progression.

    Cell & bioscience·2026
    Same author

    Predicting Recurrence Risk of Glioblastoma Based on Preoperative-Postoperative Longitudinal MRI: A Multicenter Study.

    Bioengineering (Basel, Switzerland)·2026
    Same author

    Willingness to Undergo Corrective Surgery After Breast-Conserving Surgery in Chinese Patients with Breast Deformities: A Single-Center Study.

    Breast cancer (Dove Medical Press)·2026
    Same author

    Investigation on capacitance variation under temperature and mechanical stress for the transfer capacitor in an electromagnetic pulse simulator.

    The Review of scientific instruments·2026
    Same author

    Lactylation in cardiac repair: Nexus and therapeutic opportunity.

    Journal of molecular and cellular cardiology plus·2026
    Same author

    Genomic insights into nematode microbiomes reveal novel endosymbionts Rickettsiella.

    Molecular phylogenetics and evolution·2026

    Area of Science:

    • Computer Vision
    • Biometrics
    • Pattern Recognition

    Background:

    • Existing view-invariant gait recognition methods struggle with limited views and varying conditions.
    • Challenges include extracting reliable gait features from incomplete or occluded silhouettes.

    Purpose of the Study:

    • To propose a novel gait recognition method robust to arbitrary viewing angles and varying conditions.
    • To enhance gait recognition accuracy using partial gait information and 3D body models.

    Main Methods:

    • Gait partial similarity matching using 3D parametric body models morphed by pose and shape deformation.
    • Pose estimation via level set energy from 2D gait silhouettes (including incomplete ones).
    • Laplacian deformation for body shape, inpainting incomplete silhouettes, and constructing partial gait energy images.

    More Related Videos

    3D Kinematic Gait Analysis for Preclinical Studies in Rodents
    10:19

    3D Kinematic Gait Analysis for Preclinical Studies in Rodents

    Published on: August 3, 2019

    11.4K
    Comprehensive Understanding of Inactivity-Induced Gait Alteration in Rodents
    04:37

    Comprehensive Understanding of Inactivity-Induced Gait Alteration in Rodents

    Published on: July 6, 2022

    2.9K

    Related Experiment Videos

    Last Updated: Mar 8, 2026

    Clinical-oriented Three-dimensional Gait Analysis Method for Evaluating Gait Disorder
    06:54

    Clinical-oriented Three-dimensional Gait Analysis Method for Evaluating Gait Disorder

    Published on: March 4, 2018

    14.9K
    3D Kinematic Gait Analysis for Preclinical Studies in Rodents
    10:19

    3D Kinematic Gait Analysis for Preclinical Studies in Rodents

    Published on: August 3, 2019

    11.4K
    Comprehensive Understanding of Inactivity-Induced Gait Alteration in Rodents
    04:37

    Comprehensive Understanding of Inactivity-Induced Gait Alteration in Rodents

    Published on: July 6, 2022

    2.9K

    Main Results:

    • Demonstrated efficacy across multiple benchmark datasets (CMU, CASIA B, TUM-IITKGP, AVAMVG, KY4D).
    • Achieved arbitrary view gait recognition robust to varying conditions.
    • Successfully utilized partial gait silhouettes for feature extraction and matching.

    Conclusions:

    • The proposed gait partial similarity matching method significantly improves view-invariant gait recognition.
    • The approach is robust to variations in viewing angle and environmental conditions.
    • Effective for scenarios with incomplete gait silhouette data.