Application of Deep Learning Architectures for Accurate and Rapid Detection of Internal Mechanical Damage of Blueberry Using Hyperspectral Transmittance Data

Technology: The Future of Agriculture

(2017) Anthony King   NATURE

Potential using of infrared thermal imaging to detect volatile compounds released from decayed grapes

(2017) Luyu Ding et al.   PLoS One

Detection of blueberry internal bruising over time using NIR hyperspectral reflectance imaging with optimum wavelengths

(2017) Shuxiang Fan et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Hyperspectral imaging technique for evaluating food quality and safety during various processes: A review of recent applications

(2017) Yuwei Liu et al.   TRENDS IN FOOD SCIENCE & TECHNOLOGY

Rapid classification of Chinese quince (Chaenomeles speciosa Nakai) fruit provenance by near-infrared spectroscopy and multivariate calibration

(2016) Wenhao Shao et al.   ANALYTICAL AND BIOANALYTICAL CHEMISTRY

Classification and characterization of blueberry mechanical damage with time evolution using reflectance, transmittance and interactance imaging spectroscopy

(2016) Meng-Han Hu et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Predict Compositions and Mechanical Properties of Sugar Beet Using Hyperspectral Scattering

(2016) Leiqing Pan et al.   Food and Bioprocess Technology

Detection of cold injury in peaches by hyperspectral reflectance imaging and artificial neural network

(2016) Leiqing Pan et al.   FOOD CHEMISTRY

DeepFruits: A Fruit Detection System Using Deep Neural Networks

(2016) Inkyu Sa et al.   SENSORS

Computer vision detection of defective apples using automatic lightness correction and weighted RVM classifier

(2015) Baohua Zhang et al.   JOURNAL OF FOOD ENGINEERING

Intelligent alerting for fruit-melon lesion image based on momentum deep learning

(2015) Wenxue Tan et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Deep learning

(2015) Yann LeCun et al.   NATURE

Estimating blueberry mechanical properties based on random frog selected hyperspectral data

(2015) Meng-Han Hu et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Principles, developments and applications of computer vision for external quality inspection of fruits and vegetables: A review

(2014) Baohua Zhang et al.   FOOD RESEARCH INTERNATIONAL

Bruise damage measurement and analysis of fresh horticultural produce—A review

(2014) Umezuruike Linus Opara et al.   POSTHARVEST BIOLOGY AND TECHNOLOGY

Handling large datasets of hyperspectral images: Reducing data size without loss of useful information

(2013) Carlotta Ferrari et al.   ANALYTICA CHIMICA ACTA

Advanced applications of hyperspectral imaging technology for food quality and safety analysis and assessment: A review — Part I: Fundamentals

(2013) Di Wu et al.   Innovative Food Science & Emerging Technologies

Hyperspectral transmittance imaging of the shell-free cooked clam Mulinia edulis for parasite detection

(2013) Pablo A. Coelho et al.   JOURNAL OF FOOD ENGINEERING

Prediction of firmness and soluble solids content of blueberries using hyperspectral reflectance imaging

(2012) Gabriel A. Leiva-Valenzuela et al.   JOURNAL OF FOOD ENGINEERING

Detection of insect-damaged vegetable soybeans using hyperspectral transmittance image

(2012) Min Huang et al.   JOURNAL OF FOOD ENGINEERING