@InProceedings{CarvalhoFerrBran:2017:CoPoRe,
author = "Carvalho, Gabriel Peixoto de and Ferreira, Fernando Teubl and
Brand{\~a}o, Andr{\'e} Luiz",
affiliation = "{Universidade Federal do ABC} and {Universidade Federal do ABC}
and {Universidade Federal do ABC}",
title = "Comparing pose recognition algorithms and introducing a new
approach",
booktitle = "Proceedings...",
year = "2017",
editor = "Torchelsen, Rafael Piccin and Nascimento, Erickson Rangel do and
Panozzo, Daniele and Liu, Zicheng and Farias, Myl{\`e}ne and
Viera, Thales and Sacht, Leonardo and Ferreira, Nivan and Comba,
Jo{\~a}o Luiz Dihl and Hirata, Nina and Schiavon Porto, Marcelo
and Vital, Creto and Pagot, Christian Azambuja and Petronetto,
Fabiano and Clua, Esteban and Cardeal, Fl{\'a}vio",
organization = "Conference on Graphics, Patterns and Images, 30. (SIBGRAPI)",
publisher = "Sociedade Brasileira de Computa{\c{c}}{\~a}o",
address = "Porto Alegre",
keywords = "hand pose recognition, multi-layer perceptron, support vector
machines, SURF, SIFT, HOG, Camshift, gesture tracking.",
abstract = "Gesture-based interaction with 3D objects is commonly done using
color and depth (RGB-D) information. This kind of scheme requires
specialized software and hardware (camera and depth sensor) which
increases both financial and computational cost. Most of the
public does not have access to such kind of technology due to
these increased costs. Our ongoing study will be an approach for
interaction with 3D objects with color (RGB) information and hand
poses recognition. The interaction target is those made by one
person with a single webcam. In this study, we intend to evaluate
the use of commonly available algorithms to implement a pose
acquisition scheme and present a comparative study of
classification algorithms to achieve a low-cost and real-time
interaction. Preliminary results demonstrate satisfactory
performance with the hand pose acquisition scheme and
classification algorithms, pointing to a real-time interaction
capability.",
conference-location = "Niter{\'o}i, RJ, Brazil",
conference-year = "17-20 Oct. 2017",
language = "en",
ibi = "8JMKD3MGPAW/3PHL48H",
url = "http://urlib.net/ibi/8JMKD3MGPAW/3PHL48H",
targetfile = "
comparingposerecognitionalgorithms-gabrielpeixoto-al_camera_ready.pdf",
urlaccessdate = "2024, May 02"
}