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 Concept Videos

Clearance Models: Physiological Models01:09

Clearance Models: Physiological Models

266
Drug clearance is a critical pharmacokinetic process involving the irreversible removal of drugs from the body through various organs over a specified time period. Physiological models are indispensable in determining organ-specific clearance, defined by the proportion of the drug eliminated per unit of time from the organ's blood volume.
The organ's clearance rate depends on the blood flow to the organ and the extraction ratio (E). The extraction ratio describes the organ's...
266
PPE Use in Healthcare Settings I: Donning01:22

PPE Use in Healthcare Settings I: Donning

1.6K
Donning PPE must be completed before contact with the patient. This process protects from infectious agents. The sequence and action included in each donning are critical, and the steps must be systematic to avoid exposure to pathogens. The institutional policy also needs to be followed while donning PPE. The pre-donning preparations are gathering equipment, inspecting the PPE equipment for tears, holes, or damage, removing jewelry, removing any garments below the elbows, and tying the hair...
1.6K
Data Collection III01:05

Data Collection III

3.9K
The physical assessment examines the patient for objective data that defines the patient's condition, and aids in formulating the nursing care plan. The purpose of physical assessment is a health status appraisal, which includes identifying health problems, and establishing a database for nursing intervention.
The principles to begin the physical assessment include conducting a comprehensive or problem-related history in a quiet, well-lit room, emphasizing privacy and comfort for the...
3.9K
Data Collection by Experiments01:13

Data Collection by Experiments

26.8K
Data collection is a systematic method of obtaining, observing, measuring, and analyzing accurate information. An experimental study is a standard method of data collection that involves the manipulation of the samples by applying some form of treatment prior to data collection. It refers to manipulating one variable to determine its changes on another variable. The sample subjected to treatment is known as “experimental units.”
An example of the experimental method is a public...
26.8K
Data Collection II01:29

Data Collection II

9.5K
The nursing history captures and records the patient's health status, so that a care plan evolves to meet the patient's individual needs. The nursing health history is a part of the initial assessment. A comprehensive history covers all health dimensions and plays a significant role in the assessment process. A comprehensive history includes the patient's biographical information, reasons for seeking health care, expectations, present and past health history, medications, and...
9.5K
Data Collection by Observations01:08

Data Collection by Observations

14.4K
Data collection refers to a systematic way of obtaining, observing, measuring, and analyzing accurate information. Observational studies are one of the most widely used methods of data collection. It involves collecting data by observing the behavior and physical characteristics of a sample without making any modifications to the sample.
An astronomer viewing the motion and brightness of stars in the sky and recording the data is an example of observational data collection. A botanist recording...
14.4K

You might also read

Related Articles

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

Sort by
Same author

Accelerating Reaction Discovery through AI-HTE Integration: Nitrene-Mediated C-O Coupling as a Validated Case Study.

JACS Au·2026
Same author

The oral microbiome is associated with the diagnosis, prognosis and radiotherapy sensitivity of esophageal cancer.

Journal of translational medicine·2026
Same author

Zone 1 total arch replacement with frozen elephant trunk for type A dissection: early-to-mid-term outcomes.

Journal of cardiothoracic surgery·2026
Same author

Optimal ultrasound enhances T. reesei cellulases secretion for high biomass enzymatic saccharification by hyphal fragmentation.

Ultrasonics sonochemistry·2026
Same author

A high-power plantar energy harvester with LSTM-KAN adaptive damping control.

iScience·2026
Same author

SGNet: Spectral-geometric neural network for structured representation learning.

Neural networks : the official journal of the International Neural Network Society·2026
Same journal

Making Learning Visible: Turning Public Engagement into Evidence for Academic Learning.

IEEE computer graphics and applications·2026
Same journal

LlymX: Multimodal LLM-Augmented XR for Context-Aware Information Access.

IEEE computer graphics and applications·2026
Same journal

Dynamic Gaussian-Based Digital Twin Reconstruction of Articulated Multi-Joint Objects.

IEEE computer graphics and applications·2026
Same journal

Steiner and Poisson Traversal Initializations: Initial Curve Optimization for Geometric Flow-based Surface Filling.

IEEE computer graphics and applications·2026
Same journal

Insight Into the Insight Toolkit.

IEEE computer graphics and applications·2026
Same journal

Ambient Analytics: Calm Technology for Immersive Visualization and Sensemaking.

IEEE computer graphics and applications·2026
See all related articles
  1. Home
  3. Low-barrier Dataset Collection With Real Human Body For Interactive Per-garment Virtual Try-on.
  1. Home
  3. Low-barrier Dataset Collection With Real Human Body For Interactive Per-garment Virtual Try-on.

Related Experiment Video

Author Spotlight: Advancements in 3D Optical Imaging for Comprehensive Body Composition Assessment in Modern Research
06:48

Author Spotlight: Advancements in 3D Optical Imaging for Comprehensive Body Composition Assessment in Modern Research

Published on: June 7, 2024

2.0K

Low-Barrier Dataset Collection With Real Human Body for Interactive Per-Garment Virtual Try-On.

Zaiqiang Wu, Yechen Li, Jingyuan Liu

    IEEE Computer Graphics and Applications
    |December 31, 2025

    View abstract on PubMed

    Summary
    This summary is machine-generated.

    This study introduces a cost-effective virtual try-on method using real people for data collection, improving garment alignment and real-time performance for better online shopping experiences.

    More Related Videos

    Creating Virtual-hand and Virtual-face Illusions to Investigate Self-representation
    06:53

    Creating Virtual-hand and Virtual-face Illusions to Investigate Self-representation

    Published on: March 1, 2017

    13.7K
    Using a Virtual Store As a Research Tool to Investigate Consumer In-store Behavior
    09:17

    Using a Virtual Store As a Research Tool to Investigate Consumer In-store Behavior

    Published on: July 24, 2017

    11.8K

    Related Experiment Videos

    Author Spotlight: Advancements in 3D Optical Imaging for Comprehensive Body Composition Assessment in Modern Research
    06:48

    Author Spotlight: Advancements in 3D Optical Imaging for Comprehensive Body Composition Assessment in Modern Research

    Published on: June 7, 2024

    2.0K
    Creating Virtual-hand and Virtual-face Illusions to Investigate Self-representation
    06:53

    Creating Virtual-hand and Virtual-face Illusions to Investigate Self-representation

    Published on: March 1, 2017

    13.7K
    Using a Virtual Store As a Research Tool to Investigate Consumer In-store Behavior
    09:17

    Using a Virtual Store As a Research Tool to Investigate Consumer In-store Behavior

    Published on: July 24, 2017

    11.8K

    Area of Science:

    • Computer Vision
    • Human-Computer Interaction
    • Fashion Technology

    Background:

    • Current image-based virtual try-on (VTON) methods often lack real-time capabilities and are restricted to frontal views.
    • Per-garment VTON methods improve on these limitations but require expensive robotic mannequins and struggle with accurate garment alignment.

    Purpose of the Study:

    • To develop a low-barrier, cost-effective per-garment virtual try-on dataset collection method.
    • To enhance human-garment alignment in synthesized try-on images.
    • To improve the overall quality and temporal consistency of virtual try-on applications.

    Main Methods:

    • Proposed a novel approach for per-garment dataset collection using real human bodies, significantly reducing data acquisition time and cost.
    • Introduced a hybrid person representation to ensure precise alignment between the garment and the human body.
  • Conducted comparative analyses against state-of-the-art image-based virtual try-on methods.

    • Main Results:

    • The proposed method drastically reduces data collection time from 2 hours to 2 minutes per garment.
    • Achieved superior image quality and temporal consistency compared to existing virtual try-on techniques.
    • Demonstrated precise human-garment alignment through the hybrid person representation.

    Conclusions:

    • The developed method offers a practical and efficient solution for creating high-quality virtual try-on datasets.
    • The system effectively supports garment purchasing decisions, enhancing the online shopping experience.
    • This approach overcomes key limitations of previous virtual try-on technologies, paving the way for more accessible and realistic applications.