Compressive spectral imaging system for soil classification with three-dimensional convolutional neural network

Soil directional (biconical) reflectance in the principal plane with varied illumination angle under dry and saturated conditions

(2018) Jia Tian et al.   OPTICS EXPRESS

Compressive spectral imaging system based on liquid crystal tunable filter

(2018) Xi Wang et al.   OPTICS EXPRESS

3D spectral analysis in the VNIR–SWIR spectral region as a tool for soil classification

(2017) Yaron Ogen et al.   GEODERMA

Front Cover

(2017)   IEEE SENSORS JOURNAL

A large airborne survey of Earth’s visible-infrared spectral dimensionality

(2017) David R. Thompson et al.   OPTICS EXPRESS

Spectral–Spatial Classification of Hyperspectral Imagery with 3D Convolutional Neural Network

(2017) Ying Li et al.   Remote Sensing

Fast detection and visualization of early decay in citrus using Vis-NIR hyperspectral imaging

(2016) Jiangbo Li et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Soil mapping, classification, and pedologic modeling: History and future directions

(2016) Eric C. Brevik et al.   GEODERMA

Deep Feature Extraction and Classification of Hyperspectral Images Based on Convolutional Neural Networks

(2016) Yushi Chen et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

3D compressive spectral integral imaging

(2016) Weiyi Feng et al.   OPTICS EXPRESS

Hyperspectral Imagery Classification Using Sparse Representations of Convolutional Neural Network Features

(2016) Heming Liang et al.   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

Spectral–spatial classification of hyperspectral images using deep convolutional neural networks

(2015) Jun Yue et al.   Remote Sensing Letters

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors

Development of a national VNIR soil-spectral library for soil classification and prediction of organic matter concentrations

(2014) Zhou Shi et al.   Science China-Earth Sciences

Laboratory imaging spectroscopy of a stagnic Luvisol profile — High resolution soil characterisation, classification and mapping of elemental concentrations

(2012) Markus Steffens et al.   GEODERMA

3D Convolutional Neural Networks for Human Action Recognition

(2012) Shuiwang Ji et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Development of a digital-micromirror-device-based multishot snapshot spectral imaging system

(2011) Yuehao Wu et al.   OPTICS LETTERS

Feature Selection for Classification of Hyperspectral Data by SVM

(2010) Mahesh Pal et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Support vector machines in remote sensing: A review

(2010) Giorgos Mountrakis et al.   ISPRS JOURNAL OF PHOTOGRAMMETRY AND REMOTE SENSING

Hyperspectral imaging combined with principal component analysis for bruise damage detection on white mushrooms (Agaricus bisporus)

(2008) A. A. Gowen et al.   JOURNAL OF CHEMOMETRICS

Classification of Red Oak (Quercus Rubra) and White Oak (Quercus Alba) Wood Using a near Infrared Spectrometer and Soft Independent Modelling of Class Analogies

(2008) Oluwatosin Emmanuel Adedipe et al.   JOURNAL OF NEAR INFRARED SPECTROSCOPY