Low-complexity arrays of contour signatures for exact shape retrieval

被引:6
作者
Lardeux, Florian [1 ]
Marchand, Sylvain [1 ]
Gomez-Kramer, Petra [1 ]
机构
[1] La Rochelle Univ, Fac Sci & Technol, L3i Lab, Batiment Pascal Ave Michel Crepeau, F-17042 La Rochelle 1, France
关键词
Shape recognition; Contour signature; Fast retrieval; Associative arrays; RECOGNITION; BAG; REPRESENTATION; ROBUST; CLASSIFICATION; FEATURES;
D O I
10.1016/j.patcog.2021.108000
中图分类号
TP18 [人工智能理论];
学科分类号
081104 ; 0812 ; 0835 ; 1405 ;
摘要
We propose a framework for a fast exact shape retrieval called Low-complexity Arrays of Contour Sig-natures. The purposes are to match a shape against a database in constant time and to retrieve correct shapes very close to the query, while the latter may have undergone rigid transformations and noise. We present a shape signature based on prior works as well as a compact characterization of such signatures, a system of associative arrays allowing a short search time for retrieval and a technique of pairwise align-ment. This method shows a good resilience to perturbations and is performed in constant computational time. (c) 2021 Elsevier Ltd. All rights reserved.
引用
收藏
页数:11
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