Image analysis is driving a renaissance in growth measurement

被引：84

作者：

Spalding, Edgar P. ^{[1
]}

Miller, Nathan D. ^{[1
]}

机构：

[1] Univ Wisconsin, Dept Bot, Madison, WI 53706 USA

来源：

CURRENT OPINION IN PLANT BIOLOGY | 2013年 / 16卷 / 01期

基金：

美国国家科学基金会;

关键词：

ROOT-GROWTH; PLANT-GROWTH; ARABIDOPSIS-THALIANA; HYPOCOTYL GROWTH; QUANTIFICATION; SOFTWARE; DYNAMICS; ACCELERATION; PHOTOTROPISM; GRAVITROPISM;

D O I：

10.1016/j.pbi.2013.01.001

中图分类号：

Q94 [植物学];

学科分类号：

071001 ;

摘要：

The domain of machine vision, in which digital images are acquired automatically in a highly structured environment for the purpose of computationally measuring features in the scene, is applicable to the measurement of plant growth. This article reviews the quickly growing collection of reports in which digital image-processing has been used to measure plant growth, with emphasis on the methodology and adaptations required for high-throughput studies of populations.

引用

收藏

页码：100 / 104

页数：5

相关论文

共 48 条

[1] A novel image-analysis technique for kinematic study of growth and curvature [J].

Basu, Paramita ;

Pal, Anupam ;

Lynch, Jonathan P. ;

Brown, Kathleen M. .

PLANT PHYSIOLOGY, 2007, 145 (02) :305-316

[2] A new tool for analysis of root growth in the spatio-temporal continuum [J].

Basu, Paramita ;

Pal, Anupam .

NEW PHYTOLOGIST, 2012, 195 (01) :264-274

[3] Analysis of cell division and elongation underlying the developmental acceleration of root growth in Arabidopsis thaliana [J].

Beemster, GTS ;

Baskin, TI .

PLANT PHYSIOLOGY, 1998, 116 (04) :1515-1526

[4] A hierarchical neural network and its application to image segmentation [J].

Bhandarkar, SM ;

Koh, J ;

Suk, M .

MATHEMATICS AND COMPUTERS IN SIMULATION, 1996, 41 (3-4) :337-355

[5] Surveying the plant's world by magnetic resonance imaging [J].

Borisjuk, Ljudmilla ;

Rolletschek, Hardy ;

Neuberger, Thomas .

PLANT JOURNAL, 2012, 70 (01) :129-146

[6] A MULTISCALE RANDOM-FIELD MODEL FOR BAYESIAN IMAGE SEGMENTATION [J].

BOUMAN, CA ;

SHAPIRO, M .

IEEE TRANSACTIONS ON IMAGE PROCESSING, 1994, 3 (02) :162-177

[7] Plasticity of Arabidopsis Root Gravitropism throughout a Multidimensional Condition Space Quantified by Automated Image Analysis [J].

Brooks, Tessa L. Durham ;

Miller, Nathan D. ;

Spalding, Edgar P. .

PLANT PHYSIOLOGY, 2010, 152 (01) :206-216

[8]

Busch W, 2012, NAT METHODS, V9, P1101, DOI [10.1038/NMETH.2185, 10.1038/nmeth.2185]

[9] A COMPUTATIONAL APPROACH TO EDGE-DETECTION [J].

CANNY, J .

IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE, 1986, 8 (06) :679-698

[10] Spatio-temporal quantification of differential growth processes in root growth zones based on a novel combination of image sequence processing and refined concepts describing curvature production [J].

Chavarria-Krauser, Andres ;

Nagel, Kerstin A. ;

Palme, Klaus ;

Schurr, Ulrich ;

Walter, Achim ;

Scharr, Hanno .

NEW PHYTOLOGIST, 2008, 177 (03) :811-821

← 1 2 3 4 5 →