Parametric Reconstruction of the Human Thorax Using Computer Vision

被引：0

作者：

Nakadaira Filho, Flavio A. ^{[1
]}

Munhoz, Joao V. B. ^{[1
]}

Takimoto, Rogerio Y. ^{[1
]}

Ueda, Edson K. ^{[1
]}

Duran, Guilherme C. ^{[1
]}

Scaff, William ^{[1
]}

Barariy, Ahmad ^{[2
]}

Tsuzuki, Marcos S. G. ^{[1
]}

机构：

[1] Univ Sao Paulo, Escola Politecn, Computat Geometry Lab, Sao Paulo, Brazil

[2] Univ Ontario Inst Technol, Fac Engn & Appl Sci, Oshawa, ON, Canada

来源：

2021 14TH IEEE INTERNATIONAL CONFERENCE ON INDUSTRY APPLICATIONS (INDUSCON) | 2021年

关键词：

Computer Vision; 3D Reconstruction; Parametric characterization; Optimization; SIFT; Simulated Annealing; 3D RECONSTRUCTION;

D O I：

10.1109/INDUSCON51756.2021.9529740

中图分类号：

T [工业技术];

学科分类号：

08 ;

摘要：

With the growth of the online sales market, there is a new demand for apps to facilitate and enhance the customer's online shopping experience. One example is clothing stores, which make customers favor buying in physical stores for the certainty that the clothes will fit perfectly. In this sense, computer vision can be used to enhance the customer experience by virtually reconstructing the customer's body, allowing the use of a virtual model to show the fit of the clothing on the body, to suggest models based on the customer's physical characteristics, and to provide measurements for custom clothing manufacturing. This paper describes the most important part of this technology, which is the 3D reconstruction of the body using a camera. Using a video, a point cloud is generated and the body is extracted from this point cloud. From this, a parametric model of the torso is fitted using an optimization algorithm.

引用

页码：495 / 501

页数：7

共 26 条

[21]

Sato A.K., 2010, IFAC P, V43, P234, DOI 10.3182/20100701-2-PT-4011.00041

[22]

Takimoto R.Y., 2011, IFAC PROC VOL, V44, P3980, DOI [10.3182/20110828-6-IT-1002.01656, DOI 10.3182/20110828-6-IT-1002.01656]

[23]

Takimoto R. Y., 2012, 14 IFAC INCOM, V45, P1739, DOI 10.3182/20120523-3-RO-2023.00098

[24] 3D reconstruction and multiple point cloud registration using a low precision RGB-D sensor [J].

Takimoto, Rogerio Yugo ;

Guerra Tsuzuki, Marcos de Sales ;

Vogelaar, Renato ;

Martins, Thiago de Castro ;

Sato, Andre Kubagawa ;

Iwao, Yuma ;

Gotoh, Toshiyuki ;

Kagei, Seiichiro .

MECHATRONICS, 2016, 35 :11-22

[25] Electrical Impedance Tomography Reconstruction Through Simulated Annealing using a New Outside-in Heuristic and GPU Parallelization [J].

Tavares, R. S. ;

Martins, T. C. ;

Tsuzuki, M. S. G. .

FIRST LATIN-AMERICAN CONFERENCE ON BIOIMPEDANCE (CLABIO 2012), 2012, 407

[26] GPU acceleration of absolute EIT image reconstruction using simulated annealing [J].

Tavares, Renato Seiji ;

Sato, Andre Kubagawa ;

Martins, Thiago Castro ;

Lima, Raul Gonzalez ;

Guerra Tsuzuki, Marcos Sales .

BIOMEDICAL SIGNAL PROCESSING AND CONTROL, 2019, 52 :445-455

← 1 2 3 →