Recent advances of hyperspectral imaging technology and applications in agriculture

B Lu, PD Dao, J Liu, Y He, J Shang - Remote Sensing, 2020 - mdpi.com
… The review is organized in the following main aspects: (1) Hyperspectral imaging platforms
… Further technological developments are also needed to overcome some of the limitations, …

Hyperspectral imaging in environmental monitoring: A review of recent developments and technological advances in compact field deployable systems

MB Stuart, AJS McGonigle, JR Willmott - Sensors, 2019 - mdpi.com
… possibilities for measuring and monitoring multiple aspects of our environment [8]. … the
development of this article. Here, we provide a review of current hyperspectral technologies and …

Status and application of advanced airborne hyperspectral imaging technology: A review

J Jia, Y Wang, J Chen, R Guo, R Shu, J Wang - Infrared Physics & …, 2020 - Elsevier
current evolutionary trends in airborne hyperspectral sensor … by utilizing six orientation
elements (three dimensional space … A state-of-the-art GPS/INS “C-MIGITS II” system developed by …

Hyperspectral imaging technology for quality and safety evaluation of horticultural products: A review and celebration of the past 20-year progress

Y Lu, W Saeys, M Kim, Y Peng, R Lu - Postharvest Biology and Technology, 2020 - Elsevier
… rapid developments in LED technology in recent years, broadband LED lighting is increasingly
used for hyperspectral imaging. … dispersive elements are associated with different image

Advanced techniques for hyperspectral imaging in the food industry: Principles and recent applications

J Ma, DW Sun, H Pu, JH Cheng… - Annual review of food …, 2019 - annualreviews.org
recent years. This review introduces the principle of HSI technology, summarizes its recent
applications in food, and pinpoints future trends… of wavelength, spatial aspects, curvature, and …

A systematic review on hyperspectral imaging technology with a machine and deep learning methodology for agricultural applications

A Khan, AD Vibhute, S Mali, CH Patil - Ecological Informatics, 2022 - Elsevier
… the performance of multispectral and hyperspectral data to … of hyperspectral imaging and a
discussion of recent advances. This … of hyperspectral imagery in precision agriculture. Future …

An overview on spectral and spatial information fusion for hyperspectral image classification: Current trends and challenges

M Imani, H Ghassemian - Information fusion, 2020 - Elsevier
… significantly reduces the complexity of a multispectral image through compressing it by a …
multispectral image compaction algorithm (AMICA) utilizes the gradient vector of image pixels …

Hyperspectral satellites, evolution, and development history

SE Qian - IEEE Journal of Selected Topics in Applied Earth …, 2021 - ieeexplore.ieee.org
hyperspectral imager AIS built in early 1980’s, the first operational airborne hyperspectral
imager AVIRIS developed … an object into spectral components using dispersive elements, such …

Hyper-spectral imaging technique in the cultural heritage field: New possible scenarios

M Picollo, C Cucci, A Casini, L Stefani - Sensors, 2020 - mdpi.com
… of recent developments in the rapidly evolving applications of hyperspectral imaging in this
… In the UMAP procedure, the elements (pixels) that make up the region of interest (ROI) are …

Hyperspectral remote sensing in precision agriculture: Present status, challenges, and future trends

P Singh, PC Pandey, GP Petropoulos… - Hyperspectral remote …, 2020 - Elsevier
hyperspectral imager showed remarkable ability in tracking the water stress development
variability of the spectral signatures, associated with many different aspects of the landscape…