Journal Article10.1016/J.COMPAG.2009.06.013
Maize root complexity analysis using a Support Vector Machine method
TL;DR: This paper describes an alternative method, which translates a root image into a set of parameters, which consists of computing the intercepts of circles drawn around the centre of the root image with the root branches which led to characteristic curves from which parameters can be extracted using curve fitting.
read more
About: This article is published in Computers and Electronics in Agriculture. The article was published on 01 Nov 2009. The article focuses on the topics: Curve fitting.
read more
Chat with Paper
AI Agents for this Paper
Find similar papers on Google Scholar, PubMed and Arxiv
Write a critical review of this paper
Analyze citations of this paper to find unaddressed research gaps
Citations
Imaging and Analysis Platform for Automatic Phenotyping and Trait Ranking of Plant Root Systems
Anjali S. Iyer-Pascuzzi,Olga Symonova,Yuriy Mileyko,Yueling Hao,Heather Belcher,John Harer,Joshua S. Weitz,Philip N. Benfey +7 more
TL;DR: This work enables the automatic phenotyping of RSA of individuals within mapping populations, providing an integrative framework for quantitative trait loci analysis of RSA.
391
From lab to field, new approaches to phenotyping root system architecture.
TL;DR: Improvements in phenotyping will facilitate the genetic analysis of RSA and aid in the identification of the genetic loci underlying useful agronomic traits.
271
Field Phenotyping of Soybean Roots for Drought Stress Tolerance
Berhanu Amsalu Fenta,Stephen E. Beebe,Karl J. Kunert,James Burridge,Kathryn M. Barlow,Jonathan P. Lynch,Christine H. Foyer +6 more
TL;DR: It is demonstrated that root system phenotyping using markers that are easy-to-apply under field conditions can be used to determine genotypic differences in drought tolerance in soybean.
230
Feedbacks between soil penetration resistance, root architecture and water uptake limit water accessibility and crop growth – A vicious circle
TL;DR: The results demonstrate that soil penetration resistance, root architecture and water uptake are closely interrelated and thereby determine the potential of plants to access soil water pools, which have to be accounted for when developing strategies to alleviate water limitations in cropping systems.
199
Automatic individual identification of Holstein dairy cows using tailhead images
TL;DR: Results show that the low-order Zernike moment feature, along with the QDA and SVM algorithms is an effective approach for individual dairy cow identification and has significant applications in precision animal management.
75
References
LIBSVM: A library for support vector machines
Chih-Chung Chang,Chih-Jen Lin +1 more
TL;DR: Issues such as solving SVM optimization problems theoretical convergence multiclass classification probability estimates and parameter selection are discussed in detail.
•Book
The Nature of Statistical Learning Theory
Vladimir Vapnik
- 01 Jan 1995
TL;DR: Setting of the learning problem consistency of learning processes bounds on the rate of convergence ofLearning processes controlling the generalization ability of learning process constructing learning algorithms what is important in learning theory?
46K
•Book
The Fractal Geometry of Nature
Benoit B. Mandelbrot
- 01 Jan 1982
TL;DR: This book is a blend of erudition, popularization, and exposition, and the illustrations include many superb examples of computer graphics that are works of art in their own right.
26.1K
A Tutorial on Support Vector Machines for Pattern Recognition
TL;DR: There are several arguments which support the observed high accuracy of SVMs, which are reviewed and numerous examples and proofs of most of the key theorems are given.
The Fractal Geometry of Nature
Benoit B. Mandelbrot
- 01 Jul 1984
TL;DR: A blend of erudition (fascinating and sometimes obscure historical minutiae abound), popularization (mathematical rigor is relegated to appendices) and exposition (the reader need have little knowledge of the fields involved) is presented in this article.
16.7K