@InProceedings{MacźdoFarLimKelAlb:2011:CaSt3D,
author = "Mac{\^e}do, Samuel Victor Medeiros de and Farias, Thiago Souto
Maior Cordeiro de and Lima, Juliane Cristina Botelho de Oliveira
and Kelner, Judith and Albuquerque, Eduardo",
affiliation = "UFPE and UFPE and UFPE and UFPE and UFG",
title = "Towards a Standalone Methodology for Robust Algorithms Evaluation:
A Case Study in 3D Reconstruction",
booktitle = "Proceedings...",
year = "2011",
editor = "Lewiner, Thomas and Torres, Ricardo",
organization = "Conference on Graphics, Patterns and Images, 24. (SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "robust algorithms, standalone methodology, statistical tests,
hypothesis testing.",
abstract = "In the field of 3D reconstruction there are two main challenging
tasks that require careful consideration, namely, feature
detection and matching. The corresponding automatic process
introduces noise resulting from the image capture and spurious
features matching. A number of robust algorithms for hypothesis
evaluation have been suggested; they would deal with these
limitations by removing outliers. Most of these works are merely
comparisons to previous algorithms and lack any standalone
evaluation. This paper attempts to fill this gap by introducing a
novel and robust statistical methodology. It has the advantage of
evaluating related algorithms using non-dimensional metrics for
fixed and continuous intervals. In addition, the proposed
methodology is validated using a proof of concept scenario based
on the 3D pose estimation phase in the 3D reconstruction pipeline.
The obtained results are very promising and emphasize the
methodology's generic nature, clearing the way for its application
in a multitude of scenarios, such as computer vision and 3D
reconstruction.",
conference-location = "Macei{\'o}, AL, Brazil",
conference-year = "28-31 Aug. 2011",
doi = "10.1109/SIBGRAPI.2011.39",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2011.39",
language = "en",
ibi = "8JMKD3MGPBW34M/3A3P47L",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3A3P47L",
targetfile = "example.pdf",
urlaccessdate = "2024, Apr. 27"
}