Hyperspectral Image-Based Variety Discrimination of Maize Seeds by Using a Multi-Model Strategy Coupled with Unsupervised Joint Skewness-Based Wavelength Selection Algorithm
Published 2016 View Full Article
- Home
- Publications
- Publication Search
- Publication Details
Title
Hyperspectral Image-Based Variety Discrimination of Maize Seeds by Using a Multi-Model Strategy Coupled with Unsupervised Joint Skewness-Based Wavelength Selection Algorithm
Authors
Keywords
Maize seeds, Hyperspectral image, Classification model, Joint skewness-based wavelength selection algorithm, Least square support vector machine
Journal
Food Analytical Methods
Volume 10, Issue 2, Pages 424-433
Publisher
Springer Nature
Online
2016-07-11
DOI
10.1007/s12161-016-0597-0
References
Ask authors/readers for more resources
Related references
Note: Only part of the references are listed.- Classification of maize seeds of different years based on hyperspectral imaging and model updating
- (2016) Min Huang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Near-infrared hyperspectral imaging system coupled with multivariate methods to predict viability and vigor in muskmelon seeds
- (2016) Lalit Mohan Kandpal et al. SENSORS AND ACTUATORS B-CHEMICAL
- Seed yield prediction of sesame using artificial neural network
- (2015) Samad Emamgholizadeh et al. EUROPEAN JOURNAL OF AGRONOMY
- Discriminating rapeseed varieties using computer vision and machine learning
- (2015) F. Kurtulmuş et al. EXPERT SYSTEMS WITH APPLICATIONS
- Application of Hyperspectral Imaging to Discriminate the Variety of Maize Seeds
- (2015) Lu Wang et al. Food Analytical Methods
- Variety identification method of coated maize seeds based on near-infrared spectroscopy and chemometrics
- (2015) Shiqiang Jia et al. JOURNAL OF CEREAL SCIENCE
- Using hyperspectral imaging to determine germination of native Australian plant seeds
- (2015) Christian Nansen et al. JOURNAL OF PHOTOCHEMISTRY AND PHOTOBIOLOGY B-BIOLOGY
- Hyperspectral imaging to classify and monitor quality of agricultural materials
- (2015) S. Mahesh et al. JOURNAL OF STORED PRODUCTS RESEARCH
- An evolutionary algorithm with the partial sequential forward floating search mutation for large-scale feature selection problems
- (2015) Young-Seon Jeong et al. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY
- Measurement of moisture, soluble solids, sucrose content and mechanical properties in sugar beet using portable visible and near-infrared spectroscopy
- (2015) Leiqing Pan et al. POSTHARVEST BIOLOGY AND TECHNOLOGY
- Spectral and Image Integrated Analysis of Hyperspectral Data for Waxy Corn Seed Variety Classification
- (2015) Xiaoling Yang et al. SENSORS
- Application of hyperspectral imaging technology to discriminate different geographical origins of Jatropha curcas L. seeds
- (2013) Junfeng Gao et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Hyperspectral Imaging-Based Classification and Wavebands Selection for Internal Defect Detection of Pickling Cucumbers
- (2013) Haiyan Cen et al. Food and Bioprocess Technology
- Advanced applications of hyperspectral imaging technology for food quality and safety analysis and assessment: A review — Part II: Applications
- (2013) Di Wu et al. Innovative Food Science & Emerging Technologies
- Genetic purity testing of F1 hybrid seed with molecular markers in cabbage (Brassica oleracea var. capitata)
- (2013) Shan Ye et al. SCIENTIA HORTICULTURAE
- Rice Seed Cultivar Identification Using Near-Infrared Hyperspectral Imaging and Multivariate Data Analysis
- (2013) Wenwen Kong et al. SENSORS
- Scalable Active Learning for Multiclass Image Classification
- (2012) A. J. Joshi et al. IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE
- Using genetic algorithms and k-nearest neighbour for automatic frequency band selection for signal classification
- (2012) D. Rivero et al. IET Signal Processing
- Spectral Multivariable Selection and Calibration in Visible-Shortwave Near-Infrared Spectroscopy for Non-Destructive Protein Assessment ofSpirulinaMicroalga Powder
- (2012) Di Wu et al. INTERNATIONAL JOURNAL OF FOOD PROPERTIES
- Classification of Viable and Non-Viable Spinach (Spinacia Oleracea L.) Seeds by Single Seed near Infrared Spectroscopy and Extended Canonical Variates Analysis
- (2011) Merete Halkjaer Olesen et al. JOURNAL OF NEAR INFRARED SPECTROSCOPY
- Classification and differentiation of the genus Peganum indigenous to China based on chloroplast trnL-F and psbA-trnH sequences and seed coat morphology
- (2011) T. Zhao et al. PLANT BIOLOGY
- Characterization of Agro-diversity by Seed Storage Protein Electrophoresis: Focus on Rice Germplasm from Uttarakhand Himalaya, India
- (2010) Arun JUGRAN et al. Rice Science
- Feasibility of near-infrared hyperspectral imaging to differentiate Canadian wheat classes
- (2008) S. Mahesh et al. BIOSYSTEMS ENGINEERING
Discover Peeref hubs
Discuss science. Find collaborators. Network.
Join a conversationFind the ideal target journal for your manuscript
Explore over 38,000 international journals covering a vast array of academic fields.
Search