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Author
Meysam Madadi; Sergio Escalera; Jordi Gonzalez; Xavier Roca; Felipe Lumbreras
Title
Multi-part body segmentation based on depth maps for soft biometry analysis
Type
Journal Article
Year
2015
Publication
Pattern Recognition Letters
Abbreviated Journal
PRL
Volume
56
Issue
Pages
14-21
Keywords
3D shape context; 3D point cloud alignment; Depth maps; Human body segmentation; Soft biometry analysis
Abstract
This paper presents a novel method extracting biometric measures using depth sensors. Given a multi-part labeled training data, a new subject is aligned to the best model of the dataset, and soft biometrics such as lengths or circumference sizes of limbs and body are computed. The process is performed by training relevant pose clusters, defining a representative model, and fitting a 3D shape context descriptor within an iterative matching procedure. We show robust measures by applying orthogonal plates to body hull. We test our approach in a novel full-body RGB-Depth data set, showing accurate estimation of soft biometrics and better segmentation accuracy in comparison with random forest approach without requiring large training data.
Address
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Series Issue
Edition
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Conference
Notes
HuPBA; ISE; ADAS; 600.076;600.049; 600.063; 600.054; 302.018;MILAB
Approved
no
Call Number
Admin @ si @ MEG2015
Serial
2588
Permanent link to this record
Author
Oriol Rodriguez-Leor; E. Fernandez-Nofrerias; J. Mauri; C. Garcia; R. Villuendas; V. Valle; Oriol Pujol; Petia Radeva
Title
Intravascular ultrasound segmentation using local binary patterns
Type
Journal
Year
2003
Publication
European Heart Journal (IF: 5.997), ESC Congress 2003
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Vienna (Austria)
Corporate Author
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Notes
MILAB;HuPBA
Approved
no
Call Number
BCNPCL @ bcnpcl @ RFM2003a
Serial
407
Permanent link to this record
Author
O. Rodriguez; J. Mauri; E Fernandez-Nofrerias; A. Tovar; R. Villuendas; V. Valle; Oriol Pujol; Petia Radeva
Title
Analisis de texturas mediante la modificacion de un modelo binario local para la segmentacion automatica de secuencias de ecografia intracoronaria
Type
Journal
Year
2003
Publication
Revista Española de Cardiologia (IF: 0.959), 56(2), Congreso de las Enfermedades Cardiovasculares
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Sevilla (Spain)
Corporate Author
Thesis
Publisher
Place of Publication
Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
MILAB;HuPBA
Approved
no
Call Number
BCNPCL @ bcnpcl @ RMF2003f
Serial
413
Permanent link to this record
Author
Oriol Pujol; Petia Radeva
Title
Texture Segmentation by Statistic Deformable Models
Type
Journal
Year
2003
Publication
International Journal of Image and Graphics (IJIG)
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
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Editor
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Notes
MILAB;HuPBA
Approved
no
Call Number
BCNPCL @ bcnpcl @ PuR2003
Serial
432
Permanent link to this record
Author
M. Gomez; J. Mauri; E. Fernandez-Nofrerias; Oriol Rodriguez-Leor; Carme Julia; Oriol Pujol; Petia Radeva
Title
Diferenciacion de las estructuras del vaso coronario mediante el procesamiento de imagenes y el analisis de las diferentes texturas a partir de la ecografia intracoronaria
Type
Journal
Year
2002
Publication
XXXVIII Congreso Nacional de la Sociedad Española de Cardiologia
Abbreviated Journal
Volume
Issue
Pages
Keywords
Abstract
Address
Madrid
Corporate Author
Thesis
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Editor
Language
Summary Language
Original Title
Series Editor
Series Title
Abbreviated Series Title
Series Volume
Series Issue
Edition
ISSN
ISBN
Medium
Area
Expedition
Conference
Notes
MILAB;HuPBA
Approved
no
Call Number
BCNPCL @ bcnpcl @ GMF2002f
Serial
433
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