Home › Categories › Technology› Human Identification Based On Gait Manifold

Human Identification Based On Gait Manifold.pdf

WangXiuHui_Applied_Intelligence.pdf
Preview of Human identification based on gait manifold
🔗 Source: cerv.aut.ac.nz
📊 Size: 4.52 MB
📄 Pages: 20 pages
⬇️ Downloads: 89

Summary

Researchers propose a gait-based pedestrian identification framework combining nonlinear dimensionality reduction via gait manifold and temporal features from gated recurrent units (GRUs). They design a temporal enhancement module to construct frame-by-frame gait trend energy images (ff-GTEIs) representing spatiotemporal gait characteristics. A supervised locally linear embedding (LLE) dimensionality reduction scheme generates a low-dimensional gait manifold for each pedestrian. A pedestrian identification network based on residual GRU identifies individuals by comparing gait and gait manifold similarities. Experiments on CASIA Dataset B and OU-ISIR LP dataset achieve correct recognition rates of 97.4% and 99.6%, respectively, exceeding most existing methods.

Download File

Description

Researchers propose a gait-based pedestrian identification framework combining nonlinear dimensionality reduction via gait manifold and temporal features from...

Technical Information

  • File Format: PDF
  • File Size: 4.52 MB
  • Pages: 20
  • Language: EN
  • Total Downloads: 89
  • Last Updated: 1 week ago

Document Overview

This PDF document about Human identification based on gait manifold provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into Human identification based on gait manifold.

Related Topics

If you're interested in Human identification based on gait manifold, you might also want to explore:

Human guideHuman tutorialidentification guideidentification tutorialbased guidebased tutorialgait guidegait tutorialmanifold guidemanifold tutorial

Related Categories

Business & Finance
41204 documents
Education & Learning
22711 documents
Health & Wellness
8956 documents

Related Documents

PDF
PREVIEW
NOT
AVAILABLE
PDF file

Poster: Advances in Human Identification

1.31 MBCristinaEN1 page
RapidHIT ID system was tested and evaluated for bone extraction, with initial testing in November 2018 and final validation in July 2020.
Download
Preview of Download (247kB)
PDF file

Download (247kB)

328 KBEN28 pages
Tangential structures on toric manifolds and connected sums of polytopes are studied.
Download
Preview of System Identification
PDF file

System Identification

152 KBEN4 pages
System Identification is a PhD-level course at the University of Southern California, focusing on estimating dynamical models from observed time...
Download
Preview of Water Coil Manifold
PDF file

Water Coil Manifold

64 KBE. SanchezEN1 page
Water Coil Split Manifold drawing specifications, including material, dimensions, and connections, for a product by Rahn Industries, Inc.
Download
Preview of Testo 570 Manifold
PDF file

Testo 570 Manifold

528 KBEN4 pages
The testo 570 is a digital manifold for measuring, analyzing, and documenting refrigeration systems and heat pumps, capable of calculating...
Download

Download Human identification based on gait manifold eBooks for free and learn more about Human identification based on gait manifold. These books contain exercises and tutorials to improve your practical skills, at all levels!

Not satisfied with this document? We have related documents to Human identification based on gait manifold, try searching with similar keywords: Human identification based on gait manifold, Gait Definition Of Gait By Medical Dictionary, Gait Identification Source Code, Interconnection and damping assignment passivity-based control for gait generation in underactuated compass-like robots, Interconnection And Damping Assignment Passivity Based Control For Gait Generation In Underactuated Compass Like Robots, Dynamics Of Human Gait Christopher L Vaughan, Dynamics Of Human Gait Repost , Identification And Early Detection Identification

You can download PDF versions of the user's guide, manuals and ebooks about Human identification based on gait manifold, you can also find and download for free A free online manual (notices) with beginner and intermediate, Downloads Documentation, You can download PDF files (or DOC and PPT) about Human identification based on gait manifold for free, but please respect copyrighted ebooks.