Deep Learning-Based Automated Extraction of Anthropometric Measurements From a Single 3-D Scan

The appearance of 3-D scanners, generating point clouds, has revolutionized anthropometric data collection systems and their applications. Anthropometric data are of paramount importance in several applications, including fashion design, medical diagnosis, and virtual character modeling, all of whic...

Ausführliche Beschreibung

Gespeichert in:

Bibliographische Detailangaben
Veröffentlicht in:	IEEE transactions on instrumentation and measurement Jg. 70; S. 1 - 14
Hauptverfasser:	Kaashki, Nastaran Nourbakhsh, Hu, Pengpeng, Munteanu, Adrian
Format:	Journal Article
Sprache:	Englisch
Veröffentlicht:	New York IEEE 2021 The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Schlagworte:	Anthropometric measurement Anthropometry Coders Data collection Deep learning Deformation encoder–decoder architectures Feature extraction Machine learning Missing data Modules Neural networks Noise measurement Noise sensitivity point cloud Scanners template fitting Three dimensional models Three-dimensional displays
ISSN:	0018-9456, 1557-9662
Online-Zugang:	Volltext
Tags:	Tag hinzufügen Keine Tags, Fügen Sie den ersten Tag hinzu!

Schreiben Sie den ersten Kommentar!