Spectral-spatial classification for non-invasive health status detection of neonates using hyperspectral imaging and deep convolutional neural networks

Feedforward Artificial Neural Network-Based Colorectal Cancer Detection Using Hyperspectral Imaging: A Step towards Automatic Optical Biopsy

(2021) Boris Jansen-Winkeln et al.   Cancers

Fast Evaluation of Unhealthy and Healthy Neonates Using Hyperspectral Features on 700-850 Nm Wavelengths, ROI Extraction, and 3D-CNN

(2021) M. Cihan et al.   IRBM

Optical biopsy of head and neck cancer using hyperspectral imaging and convolutional neural networks

(2019) Martin Halicek et al.   JOURNAL OF BIOMEDICAL OPTICS

Hyperspectral imaging for tissue classification, a way toward smart laparoscopic colorectal surgery

(2019) Elisabeth J. M. Baltussen et al.   JOURNAL OF BIOMEDICAL OPTICS

Hyperspectral Image Classification Method Based on CNN Architecture Embedding With Hashing Semantic Feature

(2019) Chunyan Yu et al.   IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing

Imaging depth variations in hyperspectral imaging: Development of a method to detect tumor up to the required tumor‐free margin width

(2019) Esther Kho et al.   Journal of Biophotonics

HybridSN: Exploring 3-D–2-D CNN Feature Hierarchy for Hyperspectral Image Classification

(2019) Swalpa Kumar Roy et al.   IEEE Geoscience and Remote Sensing Letters

Evolving Deep Convolutional Neural Networks for Image Classification

(2019) Yanan Sun et al.   IEEE TRANSACTIONS ON EVOLUTIONARY COMPUTATION

Spectral–Spatial Residual Network for Hyperspectral Image Classification: A 3-D Deep Learning Framework

(2018) Zilong Zhong et al.   IEEE TRANSACTIONS ON GEOSCIENCE AND REMOTE SENSING

Specim IQ: Evaluation of a New, Miniaturized Handheld Hyperspectral Camera and Its Application for Plant Phenotyping and Disease Detection

(2018) Jan Behmann et al.   SENSORS

Diagnosis of Early Gastric Cancer Based on Fluorescence Hyperspectral Imaging Technology Combined with PLS-DA and SVM

(2018) Yuanpeng Li et al.   Journal of Biophotonics

Image based fruit category classification by 13-layer deep convolutional neural network and data augmentation

(2017) Yu-Dong Zhang et al.   MULTIMEDIA TOOLS AND APPLICATIONS

Convolutional neural networks for hyperspectral image classification

(2017) Shiqi Yu et al.   NEUROCOMPUTING

Hyperspectral image reconstruction by deep convolutional neural network for classification

(2017) Yunsong Li et al.   PATTERN RECOGNITION

An Ensemble of Fine-Tuned Convolutional Neural Networks for Medical Image Classification

(2017) Ashnil Kumar et al.   IEEE Journal of Biomedical and Health Informatics

Deep Learning for Hyperspectral Data Classification through Exponential Momentum Deep Convolution Neural Networks

(2016) Qi Yue et al.   Journal of Sensors

Deep Convolutional Neural Networks for Hyperspectral Image Classification

(2015) Wei Hu et al.   Journal of Sensors

Near-infrared spectroscopy and hyperspectral imaging: non-destructive analysis of biological materials

(2014) Marena Manley   CHEMICAL SOCIETY REVIEWS

Medical hyperspectral imaging: a review

(2014) Guolan Lu et al.   JOURNAL OF BIOMEDICAL OPTICS

Every Newborn: progress, priorities, and potential beyond survival

(2014) Joy E Lawn et al.   LANCET

The application of visible wavelength reflectance hyperspectral imaging for the detection and identification of blood stains

(2014) Bo Li et al.   SCIENCE & JUSTICE

Hyperspectral Imaging in the Medical Field: Present and Future

(2013) Mihaela Antonina Calin et al.   APPLIED SPECTROSCOPY REVIEWS

Compressive Source Separation: Theory and Methods for Hyperspectral Imaging

(2013) Mohammad Golbabaee et al.   IEEE TRANSACTIONS ON IMAGE PROCESSING

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

Hyperspectral imaging for non-contact analysis of forensic traces

(2012) G.J. Edelman et al.   FORENSIC SCIENCE INTERNATIONAL

Hyperspectral imaging for the age estimation of blood stains at the crime scene

(2012) Gerda Edelman et al.   FORENSIC SCIENCE INTERNATIONAL

Preliminary Observations on the Ability of Hyperspectral Imaging to Provide Detection and Visualization of Bloodstain Patterns on Black Fabrics

(2012) Rebecca L. Schuler et al.   JOURNAL OF FORENSIC SCIENCES

Advances in multispectral and hyperspectral imaging for archaeology and art conservation

(2011) Haida Liang   APPLIED PHYSICS A-MATERIALS SCIENCE & PROCESSING

Multispectral and hyperspectral remote sensing for identification and mapping of wetland vegetation: a review

(2009) Elhadi Adam et al.   WETLANDS ECOLOGY AND MANAGEMENT

Identification of invasive vegetation using hyperspectral remote sensing in the California Delta ecosystem

(2008) Erin L. Hestir et al.   REMOTE SENSING OF ENVIRONMENT