Image Segmentation Based on Hybrid Adaptive Active Contour

被引：1

作者：

Soudani, Amira ^{[1
]}

Zagrouba, Ezzeddine ^{[1
]}

机构：

[1] Univ Tunis El Manar, Equipe Rech SIIVA, Lab RIADI, Inst Super Informat, Ariana 2080, Tunisia

来源：

HYBRID ARTIFICIAL INTELLIGENT SYSTEMS (HAIS 2015) | 2015年 / 9121卷

关键词：

Segmentation; Active contour; Region based method; Level set methods; DRIVEN; MODEL;

D O I：

10.1007/978-3-319-19644-2_13

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 paper, we focus on segmentation based active contour model. In fact, we present an hybrid adaptive active contour segmentation algorithm. In this approach, we merge a global and an adaptive local based active contour models in order to segment images. The proposed energy is then minimized based on level set method. Experiments shows the good segmentation results provided by the proposed method.

引用

收藏

页码：146 / 156

页数：11

相关论文

共 16 条

[1] Geodesic active contours [J].

Caselles, V ;

Kimmel, R ;

Sapiro, G .

INTERNATIONAL JOURNAL OF COMPUTER VISION, 1997, 22 (01) :61-79

[2] Active contours without edges [J].

Chan, TF ;

Vese, LA .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 2001, 10 (02) :266-277

[3] Geometric attraction-driven flow for image segmentation and boundary detection [J].

Hahn, Jooyoung ;

Lee, Chang-Ock .

JOURNAL OF VISUAL COMMUNICATION AND IMAGE REPRESENTATION, 2010, 21 (01) :56-66

[4] SNAKES - ACTIVE CONTOUR MODELS [J].

KASS, M ;

WITKIN, A ;

TERZOPOULOS, D .

INTERNATIONAL JOURNAL OF COMPUTER VISION, 1987, 1 (04) :321-331

[5] Localizing Region-Based Active Contours [J].

Lankton, Shawn ;

Tannenbaum, Allen .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 2008, 17 (11) :2029-2039

[6] A Level Set Method for Image Segmentation in the Presence of Intensity Inhomogeneities With Application to MRI [J].

Li, Chunming ;

Huang, Rui ;

Ding, Zhaohua ;

Gatenby, J. Chris ;

Metaxas, Dimitris N. ;

Gore, John C. .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 2011, 20 (07) :2007-2016

[7] Finsler active contours [J].

Melonakos, John ;

Pichon, Eric ;

Angenent, Sigurd ;

Tannenbaum, Allen .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2008, 30 (03) :412-423

[8]

Osher S., 2003, LEVEL SET METHODS DY, P17, DOI DOI 10.1007/B98879

[9]

Srikham M, 2012, INT C PATT RECOG, P1989

[10] Flux maximizing geometric flows [J].

Vasilevskiy, A ;

Siddiqi, K .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 2002, 24 (12) :1565-1578