[HTML][HTML] A critical review of recent trends in sample classification using Laser-Induced Breakdown Spectroscopy (LIBS)

L Brunnbauer, Z Gajarska, H Lohninger… - TrAC Trends in Analytical …, 2023 - Elsevier
LIBS-based classification has experienced an ever-increasing interest in the last few years.
LIBS is a well-suited technique for classification tasks based on elemental fingerprinting …

A systematic study on the application of scatter-corrective and spectral-derivative preprocessing for multivariate prediction of soil organic carbon by Vis-NIR spectra

AC Dotto, RSD Dalmolin, A ten Caten, S Grunwald - Geoderma, 2018 - Elsevier
Soil organic carbon (SOC) plays a crucial role as an ecosystems indicator. Its quantification
requires an affordable, and less time-consuming method. Visible and near infrared (Vis-NIR) …

Soil analytical quality control by traditional and spectroscopy techniques: Constructing the future of a hybrid laboratory for low environmental impact

JAM Demattê, AC Dotto, LG Bedin, VM Sayão… - Geoderma, 2019 - Elsevier
Soil analysis is an important information in agriculture and environmental monitoring. It is
usually performed by wet chemical analysis with high cost and chemical products …

Hyperspectral image unmixing using autoencoder cascade

R Guo, W Wang, H Qi - 2015 7th Workshop on Hyperspectral …, 2015 - ieeexplore.ieee.org
Hyperspectral image unmixing is the process of estimating pure source signals
(endmemebers) and their proportions (abundances) from highly mixed spectroscopic …

A novel utilization of image registration techniques to process mastcam images in mars rover with applications to image fusion, pixel clustering, and anomaly detection

B Ayhan, M Dao, C Kwan, HM Chen… - IEEE Journal of …, 2017 - ieeexplore.ieee.org
The Mars Science Laboratory is a robotic rover mission to Mars launched by NASA on
November 26, 2011, which successfully landed the Curiosity rover in Gale Crater on August …

Pansharpening of Mastcam images

C Kwan, B Budavari, M Dao, B Ayhan… - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
This paper summarizes a new investigation of applying advanced pansharpening
algorithms to enhance the images of the left imager in the Mastcam onboard the Curiosity …

Enhancing mastcam images for mars rover mission

M Dao, C Kwan, B Ayhan, JF Bell - … in Neural Networks-ISNN 2017: 14th …, 2017 - Springer
This paper summarizes some new results in improving the left Mastcam images of the Mars
Science Laboratory (MSL) onboard the Mars rover Curiosity. There are two multispectral …

Demosaicing enhancement using pixel-level fusion

C Kwan, B Chou, LYM Kwan, J Larkin, B Ayhan… - Signal, Image and Video …, 2018 - Springer
Bayer pattern has been widely used in commercial digital cameras. In NASA's mast camera
(Mastcams) onboard the Mars rover Curiosity, Bayer pattern has also been used in capturing …

Comparison of deep learning and conventional demosaicing algorithms for Mastcam images

C Kwan, B Chou, JF Bell III - Electronics, 2019 - mdpi.com
Bayer pattern filters have been used in many commercial digital cameras. In National
Aeronautics and Space Administration's (NASA) mast camera (Mastcam) imaging system …

A brief review of some interesting Mars rover image enhancement projects

C Kwan - Computers, 2021 - mdpi.com
The Curiosity rover has landed on Mars since 2012. One of the instruments onboard the
rover is a pair of multispectral cameras known as Mastcams, which act as eyes of the rover …