Discrimination of common defects in loquat fruit cv. ‘Algerie’ using hyperspectral imaging and machine learning techniques
出版年份 2020 全文链接
标题
Discrimination of common defects in loquat fruit cv. ‘Algerie’ using hyperspectral imaging and machine learning techniques
作者
关键词
Eriobotrya japonica, Quality, Non-destructive, Artificial vision, Classification, Multivariate analysis
出版物
POSTHARVEST BIOLOGY AND TECHNOLOGY
Volume 171, Issue -, Pages 111356
出版商
Elsevier BV
发表日期
2020-09-23
DOI
10.1016/j.postharvbio.2020.111356
参考文献
相关参考文献
注意:仅列出部分参考文献,下载原文获取全部文献信息。- Combining Principal Component Analysis, Discrete Wavelet Transform and XGBoost to trade in the financial markets
- (2019) João Nobre et al. EXPERT SYSTEMS WITH APPLICATIONS
- Random forest as one-class classifier and infrared spectroscopy for food adulteration detection
- (2019) Felipe Bachion de Santana et al. FOOD CHEMISTRY
- Postharvest regulated deficit irrigation in early- and intermediate-maturing loquat trees
- (2018) Carlos Ballester et al. AGRICULTURAL WATER MANAGEMENT
- Loquat Bruise Detection Using Optical Coherence Tomography Based on Microstructural Parameters
- (2018) Yang Zhou et al. Food Analytical Methods
- From hyperspectral imaging to multispectral imaging: Portability and stability of HIS-MIS algorithms for common defect detection
- (2018) Baohua Zhang et al. POSTHARVEST BIOLOGY AND TECHNOLOGY
- Pre-diabetes diagnosis based on ATR-FTIR spectroscopy combined with CART and XGBoots
- (2018) Xinhao Yang et al. OPTIK
- Non-destructive Identifying Level of Browning Development in Button Mushroom (Agaricus bisporus) Using Hyperspectral Imaging Associated with Chemometrics
- (2017) Kaveh Mollazade Food Analytical Methods
- Volatile metabolite profiling reveals the changes in the volatile compounds of new spontaneously generated loquat cultivars
- (2017) C. Besada et al. FOOD RESEARCH INTERNATIONAL
- Discriminating hidden bruises in loquat by attenuation coefficients estimated from optical coherence tomography images
- (2017) Yang Zhou et al. POSTHARVEST BIOLOGY AND TECHNOLOGY
- Feasibility Study on Quantitative Pixel-Level Visualization of Internal Quality at Different Cross Sections Inside Postharvest Loquat Fruit
- (2016) Nan Zhu et al. Food Analytical Methods
- Non-destructive detection of blackspot in potatoes by Vis-NIR and SWIR hyperspectral imaging
- (2016) Ainara López-Maestresalas et al. FOOD CONTROL
- Random forest in remote sensing: A review of applications and future directions
- (2016) Mariana Belgiu et al. ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING
- Hyperspectral imaging combined with multivariate analysis and band math for detection of common defects on peaches (Prunus persica)
- (2015) Baohua Zhang et al. COMPUTERS AND ELECTRONICS IN AGRICULTURE
- Ripening degree at harvest affects bruising susceptibility and fruit sensorial traits of loquat (Eriobotrya japonica Lindl.)
- (2015) M.L. Cañete et al. SCIENTIA HORTICULTURAE
- Early detection of mechanical damage in mango using NIR hyperspectral images and machine learning
- (2014) Nayeli Vélez Rivera et al. BIOSYSTEMS ENGINEERING
- Application of Visible and Near-Infrared Hyperspectral Imaging for Detection of Defective Features in Loquat
- (2014) Ke-Qiang Yu et al. Food and Bioprocess Technology
- Hyperspectral near-infrared imaging for the detection of physical damages of pear
- (2014) Wang-Hee Lee et al. JOURNAL OF FOOD ENGINEERING
- Hyperspectral LCTF-based system for classification of decay in mandarins caused by Penicillium digitatum and Penicillium italicum using the most relevant bands and non-linear classifiers
- (2013) J. Gómez-Sanchis et al. POSTHARVEST BIOLOGY AND TECHNOLOGY
- Recent Advances and Applications of Hyperspectral Imaging for Fruit and Vegetable Quality Assessment
- (2011) D. Lorente et al. Food and Bioprocess Technology
- A Review on Ensembles for the Class Imbalance Problem: Bagging-, Boosting-, and Hybrid-Based Approaches
- (2011) M. Galar et al. IEEE TRANSACTIONS ON SYSTEMS MAN AND CYBERNETICS PART C-APPLICATIONS AND RE
- Studies on banana fruit quality and maturity stages using hyperspectral imaging
- (2011) P. Rajkumar et al. JOURNAL OF FOOD ENGINEERING
- Advances in Machine Vision Applications for Automatic Inspection and Quality Evaluation of Fruits and Vegetables
- (2010) Sergio Cubero et al. Food and Bioprocess Technology
- Purple spot in loquat (Eriobotrya japonica Lindl.) is associated to changes in flesh-rind water relations during fruit development
- (2008) N. Gariglio et al. SCIENTIA HORTICULTURAE
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