Distance interior ratio: A new shape signature for 2D shape retrieval

被引：31

作者：

Kaothanthong, Natsuda ^{[1
]}

Chun, Jinhee ^{[2
]}

Tokuyama, Takeshi ^{[2
]}

机构：

[1] Thammasat Univ, Dept Comp Sci, Fac Sci & Technol, 99 Klongluang, Pathum Thani 12120, Thailand

[2] Tohoku Univ, Grad Sch Informat Sci, Aramaki Aza Aoba 6-3-09, Sendai, Miyagi 9808579, Japan

来源：

PATTERN RECOGNITION LETTERS | 2016年 / 78卷

关键词：

Shape signature; Shape retrieval; Homometric pair; RECOGNITION;

D O I：

10.1016/j.patrec.2016.03.029

中图分类号：

TP18 [人工智能理论];

学科分类号：

081104 ; 0812 ; 0835 ; 1405 ;

摘要：

In this work, we propose a shape signature named Distance Interior Ratio (DIR) that utilizes intersection pattern of the distribution of line segments with the shape. To improve the efficiency of the histogram-based shape signature, we present a histogram alignment method for adjusting the interval of the histogram according to the distance distribution. The experimental result shows a 3.25% improvement using the proposed histogram alignment. When compared to other shape signatures, our experimental result gives a 77.69% retrieval rate using MPEG7 Part B dataset [Latecki, et al. (2000)[14]]. (C) 2016 Elsevier B.V. All rights reserved.

引用

页码：14 / 21

页数：8

共 50 条

[21] 2D and 3D shape retrieval using skeleton filling rate
Sirin, Yahya
Demirci, M. Fatih
MULTIMEDIA TOOLS AND APPLICATIONS, 2017, 76 (06) : 7823 - 7848
[22] Democratising 2D Sketch to 3D Shape Retrieval Through Pivoting
Chowdhury, Pinaki Nath
Bhunia, Ayan Kumar
Sain, Aneeshan
Koley, Subhadeep
Xiang, Tao
Song, Yi-Zhe
2023 IEEE/CVF INTERNATIONAL CONFERENCE ON COMPUTER VISION (ICCV 2023), 2023, : 23218 - 23229
[23] A novel 2D shape signature method based on complex network spectrum
de Oliveira, Alessandro Bof
da Silva, Patricia Rodrigues
Couto Barone, Dante Augusto
PATTERN RECOGNITION LETTERS, 2015, 63 : 43 - 49
[24] Harmonic Beltrami Signature: A Novel 2D Shape Representation for Object Classification
Lin, Chenran
Lui, Lok Ming
SIAM JOURNAL ON IMAGING SCIENCES, 2022, 15 (04): : 1851 - 1893
[25] Farthest point distance: A new shape signature for Fourier descriptors
El-ghazal, Akrem
Basir, Otman
Belkasim, Saeid
SIGNAL PROCESSING-IMAGE COMMUNICATION, 2009, 24 (07) : 572 - 586
[26] The Application of Sub-Pattern Approach in 2D Shape Recognition and Retrieval
Ahmed, Muzameel
Aradhya, V. N. Manjunath
PROCEEDINGS OF THE SECOND INTERNATIONAL CONFERENCE ON COMPUTER AND COMMUNICATION TECHNOLOGIES, IC3T 2015, VOL 2, 2016, 380 : 151 - 161
[27] Geometry-based 2D Shape Descriptor for Retrieval in Large Database
Li, Zhiyang
Qu, Wenyu
Cao, Junjie
Su, Zhixun
Qi, Heng
PROCEEDINGS OF 2012 IEEE 11TH INTERNATIONAL CONFERENCE ON SIGNAL PROCESSING (ICSP) VOLS 1-3, 2012, : 1096 - +
[28] Fast and Simple 2D Shape Retrieval Using Discrete Shock Graph
Khanam, Solima
Jang, Seok-Woo
Paik, Woojin
IEICE TRANSACTIONS ON INFORMATION AND SYSTEMS, 2011, E94D (10): : 2059 - 2062
[29] Robust 2D Shape Matching and Retrieval Using Fisher Barycenter Contour
Thourn, Kosorl
Kitjaidure, Yuttana
Kondo, Shozo
ECTI-CON: 2009 6TH INTERNATIONAL CONFERENCE ON ELECTRICAL ENGINEERING/ELECTRONICS, COMPUTER, TELECOMMUNICATIONS AND INFORMATION TECHNOLOGY, VOLS 1 AND 2, 2009, : 619 - +
[30] Shape Retrieval Combining Interior and Contour Descriptors
Khanam, Solima
Jang, Seok-Woo
Paik, Woojin
COMMUNICATION AND NETWORKING, PT I, 2011, 265 : 120 - +

← 1 2 3 4 5 →