Classifying Wheat Hyperspectral Pixels of Healthy Heads and Fusarium Head Blight Disease Using a Deep Neural Network in the Wild Field

Generalizing Pooling Functions in CNNs: Mixed, Gated, and Tree

(2018) Chen-Yu Lee et al.   IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE

Utilization of spectral-spatial characteristics in shortwave infrared hyperspectral images to classify and identify fungi-contaminated peanuts

(2017) Xiaojun Qiao et al.   FOOD CHEMISTRY

Occurrence of deoxynivalenol and deoxynivalenol-3-glucoside in durum wheat from Argentina

(2017) Sofía A. Palacios et al.   FOOD CHEMISTRY

Deep Recurrent Neural Networks for Hyperspectral Image Classification

(2017) Lichao Mou et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Agricultural factors affecting Fusarium communities in wheat kernels

(2017) Ida Karlsson et al.   INTERNATIONAL JOURNAL OF FOOD MICROBIOLOGY

Evaluation of wavelet spectral features in pathological detection and discrimination of yellow rust and powdery mildew in winter wheat with hyperspectral reflectance data

(2017) Yue Shi et al.   Journal of Applied Remote Sensing

Deep convolutional neural networks for classifying head and neck cancer using hyperspectral imaging

(2017) Martin Halicek et al.   JOURNAL OF BIOMEDICAL OPTICS

Deep Convolutional Neural Networks for Image Classification: A Comprehensive Review

(2017) Waseem Rawat et al.   NEURAL COMPUTATION

Convolutional neural networks for hyperspectral image classification

(2017) Shiqi Yu et al.   NEUROCOMPUTING

One-Dimensional Convolutional Neural Network Land-Cover Classification of Multi-Seasonal Hyperspectral Imagery in the San Francisco Bay Area, California

(2017) Daniel Guidici et al.   Remote Sensing

Convolutional Recurrent Neural Networks forHyperspectral Data Classification

(2017) Hao Wu et al.   Remote Sensing

Ten quick tips for machine learning in computational biology

(2017) Davide Chicco   BioData Mining

Significant Remote Sensing Vegetation Indices: A Review of Developments and Applications

(2017) Jinru Xue et al.   Journal of Sensors

Extraction of Spectral Information from Hyperspectral Data and Application of Hyperspectral Imaging for Food and Agricultural Products

(2016) Lankapalli Ravikanth et al.   Food and Bioprocess Technology

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

Deep Convolutional Neural Networks for Computer-Aided Detection: CNN Architectures, Dataset Characteristics and Transfer Learning

(2016) Hoo-Chang Shin et al.   IEEE TRANSACTIONS ON MEDICAL IMAGING

A Deep Convolutional Neural Network for segmenting and classifying epithelial and stromal regions in histopathological images

(2016) Jun Xu et al.   NEUROCOMPUTING

Deep Convolutional and LSTM Recurrent Neural Networks for Multimodal Wearable Activity Recognition

(2016) Francisco Ordóñez et al.   SENSORS

A deep learning framework for hyperspectral image classification using spatial pyramid pooling

(2016) Jun Yue et al.   Remote Sensing Letters

Detecting Fusarium head blight in wheat kernels using hyperspectral imaging

(2015) Jayme G.A. Barbedo et al.   BIOSYSTEMS ENGINEERING

Detection of Fusarium head blight contamination in wheat kernels by multivariate imaging

(2015) B. Jaillais et al.   FOOD CONTROL

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

Band elimination of hyperspectral imagery using partitioned band image correlation and capacitory discrimination

(2014) Aloke Datta et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Hyperspectral remote sensing for growth-stage-specific water use in wheat

(2013) Sudipta Chattaraj et al.   FIELD CROPS RESEARCH

Remote sensing of rice crop areas

(2012) Claudia Kuenzer et al.   INTERNATIONAL JOURNAL OF REMOTE SENSING

Early detection of Fusarium infection in wheat using hyper-spectral imaging

(2011) E. Bauriegel et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Detection of head blight (Fusarium ssp.) in winter wheat by color and multispectral image analyses

(2011) Karl-Heinz Dammer et al.   CROP PROTECTION

Statistical Inference in PCA for Hyperspectral Images

(2011) Peter Bajorski   IEEE Journal of Selected Topics in Signal Processing

Detection of Fusarium damaged kernels in Canada Western Red Spring wheat using visible/near-infrared hyperspectral imaging and principal component analysis

(2010) Muhammad A. Shahin et al.   COMPUTERS AND ELECTRONICS IN AGRICULTURE

Plant Disease Severity Estimated Visually, by Digital Photography and Image Analysis, and by Hyperspectral Imaging

(2010) C. H. Bock et al.   CRITICAL REVIEWS IN PLANT SCIENCES

Temporal-Kernel Recurrent Neural Networks

(2009) Ilya Sutskever et al.   NEURAL NETWORKS

Spectral and Spatial Classification of Hyperspectral Data Using SVMs and Morphological Profiles

(2008) Mathieu Fauvel et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Quantitative Hyperspectral Reflectance Imaging

(2008) Marvin Klein et al.   SENSORS