@InProceedings{SchmittSotTelSilCom:2015:3DShDe,
author = "Schmitt, Wagner and Sotomayor, Jose L. and Telea, Alexandru and
Silva, Cl{\'a}udio T. and Comba, Jo{\~a}o L. D.",
affiliation = "UFRGS and UFRGS and {University of Groningen} and {New York
University} and UFRGS",
title = "A 3D Shape Descriptor based on Depth Complexity and Thickness
Histograms",
booktitle = "Proceedings...",
year = "2015",
editor = "Papa, Jo{\~a}o Paulo and Sander, Pedro Vieira and Marroquim,
Ricardo Guerra and Farrell, Ryan",
organization = "Conference on Graphics, Patterns and Images, 28. (SIBGRAPI)",
publisher = "IEEE Computer Society",
address = "Los Alamitos",
keywords = "Shape matching, Shape analysis, Depth complexity, Thickness,
Histograms, Content-based retrieval.",
abstract = "Geometric models play a vital role in several fields, from the
entertainment industry to scientific applications. To reduce the
high cost of model creation, reusing existing models is the
solution of choice. Model reuse is supported by content- based
shape retrieval (CBR) techniques that help finding the desired
models in massive repositories, many publicly available on the
Internet. Key to efficient and effective CBR techniques are shape
descriptors that accurately capture the characteristics of a shape
and can discriminate between different shapes. We present a
descriptor based on the distribution of two global features
measured in a 3D shape, depth complexity and thickness, which
respectively capture aspects of the geometry and topology of 3D
shapes. The final descriptor, called DCTH (depth complexity and
thickness histogram), is a 2D histogram that is invariant to the
translation, rotation and scale of geometric shapes. We
efficiently implement the DCTH on the GPU, allowing its use in
real-time queries of large model databases. We validate the DCTH
with the Princeton and Toyohashi Shape Benchmarks, containing 1815
and 10000 models respectively. Results show that DCTH can
discriminate meaningful classes of these benchmarks and is fast to
compute and robust against shape transformations and different
levels of subdivision and smoothness.",
conference-location = "Salvador, BA, Brazil",
conference-year = "26-29 Aug. 2015",
doi = "10.1109/SIBGRAPI.2015.51",
url = "http://dx.doi.org/10.1109/SIBGRAPI.2015.51",
language = "en",
ibi = "8JMKD3MGPBW34M/3JNJL6P",
url = "http://urlib.net/ibi/8JMKD3MGPBW34M/3JNJL6P",
targetfile = "PID3771963.pdf",
urlaccessdate = "2024, May 01"
}