Adaptive background model - art. no. 678651

被引：0

作者：

Lu, Xiaochun ^{[1
]}

Xiao, Yijun ^{[1
]}

Chai, Zhi ^{[1
]}

Wang, Bangping ^{[1
]}

机构：

[1] Sichuan Univ, Sch Comp Sci, Graph & Image Res Lab, Chengdu 610064, Peoples R China

来源：

MIPPR 2007: AUTOMATIC TARGET RECOGNITION AND IMAGE ANALYSIS; AND MULTISPECTRAL IMAGE ACQUISITION, PTS 1 AND 2 | 2007年 / 6786卷

关键词：

adaptive background model; pixel classification; color similarity; background subtraction;

D O I：

10.1117/12.750992

中图分类号：

TP7 [遥感技术];

学科分类号：

081102 ; 0816 ; 081602 ; 083002 ; 1404 ;

摘要：

An adaptive background model aiming at outdoor vehicle detection is presented in this paper. This model is an improved model of PICA (pixel intensity classification algorithm), it classifies pixels into K-distributions by color similarity, and then a hypothesis that the background pixel color appears in image sequence with a high frequency is used to evaluate all the distributions to determine which presents the current background color. As experiments show, the model presented in this paper is a robust, adaptive and flexible model, which can deal with situations like camera motions, lighting changes and so on.

引用

页码：78651 / 78651

页数：6

共 50 条

[41] Cluster model of decagonal tilings -: art. no. 214202
Reichert, M
Gähler, F
PHYSICAL REVIEW B, 2003, 68 (21):
[42] Irreversibility in a simple reversible model -: art. no. 016115
Kumicák, J
PHYSICAL REVIEW E, 2005, 71 (01):
[43] Model of quantum reduction with decoherence -: art. no. 065011
Omnès, R
PHYSICAL REVIEW D, 2005, 71 (06): : 1 - 8
[44] Conditional statistical model building - art. no. 691410
Hansen, Mads Fogtmann
Hansen, Michael Sass
Larsen, Rasmus
MEDICAL IMAGING 2008: IMAGE PROCESSING, PTS 1-3, 2008, 6914 : 91410 - 91410
[45] Nonleptonic Ω- decays and the Skyrme model -: art. no. 054001
Duplancic, G
Pasagic, H
Praszalowicz, M
Trampetic, J
PHYSICAL REVIEW D, 2002, 65 (05):
[46] Pentaquark Θ+(1540) in the string model -: art. no. 017502
Martemyanov, BV
Fuchs, C
Faessler, A
Krivoruchenko, MI
PHYSICAL REVIEW D, 2005, 71 (01): : 017502 - 1
[47] Localization from σ-model geodesics -: art. no. 075412
Lamacraft, A
Simons, BD
Zirnbauer, MR
PHYSICAL REVIEW B, 2004, 70 (07) : 075412 - 1
[48] ρ-ω mixing in the nonlinear Walecka model -: art. no. 015206
Menezes, DP
Providência, C
PHYSICAL REVIEW C, 2002, 66 (01):
[49] Energy transfer in a particle α model -: art. no. 012
Monaghan, JJ
JOURNAL OF TURBULENCE, 2004, 5
[50] Exact model of conformal quintessence -: art. no. 083511
Chimento, LP
Jakubi, AS
Pavón, D
PHYSICAL REVIEW D, 2004, 69 (08): : 7

← 1 2 3 4 5 →