Modern trends in hyperspectral image analysis: A review

MJ Khan, HS Khan, A Yousaf, K Khurshid… - Ieee …, 2018 - ieeexplore.ieee.org
… has gained immense interest in the research on electronic imaging for food inspection, …
This review focuses on the fundamentals of hyperspectral image analysis and its modern

Deep learning meets hyperspectral image analysis: A multidisciplinary review

A Signoroni, M Savardi, A Baronio, S Benini - Journal of imaging, 2019 - mdpi.com
… this review, which also highlights some potentialities and critical issues related to the observed
development trends. … Interestingly, we also include a review of recent DL-based solutions …

Recent advances in multi-and hyperspectral image analysis

J Nalepa - Sensors, 2021 - mdpi.com
imaging. These issues make the supervised machine learning algorithms difficult to apply
in … hyperspectral image analysis scenarios [14]. Importantly, generating ground-truth image

Hyperspectral imaging: a review and trends towards medical imaging

S Karim, A Qadir, U Farooq, M Shakir… - … Medical Imaging, 2023 - ingentaconnect.com
… splitter is an imaging device filter type that can be connected to receive spectral images
directly. … Recent advances of hyperspectral imaging technology and applications in agriculture. …

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
review is designed to focus on the acquisition, processing, and analysis of hyperspectral
imagery for … Overall, this review aims to examine the main procedures in collecting and utilizing …

Trends in deep learning for medical hyperspectral image analysis

U Khan, S Paheding, CP Elkin… - IEEE Access, 2021 - ieeexplore.ieee.org
review paper that discusses the implementation of deep learning for medical hyperspectral
imaging, … Lastly, we discuss the current and future challenges pertaining to this discipline and …

Modern Trends in Hyperspectral Archival Document Image Processing: a Review

DM Kovalev, NA Obukhova - … Seminar on Signal Processing, 2023 - ieeexplore.ieee.org
… Kubik, Hyperspectral imaging: A new technique for the noninvasive study of artworks, Phys.
… Anglos, Laser induced breakdown spectroscopy and hyper- spectral imaging analysis of …

Machine learning based hyperspectral image analysis: a survey

UB Gewali, ST Monteiro, E Saber - arXiv preprint arXiv:1802.08701, 2018 - arxiv.org
… of current trends and problems along with future directions. … brief backgrounds on hyperspectral
image analysis tasks and … In this section, we review the development of deep learning …

Hyperspectral document image processing: Applications, challenges and future prospects

R Qureshi, M Uzair, K Khurshid, H Yan - Pattern Recognition, 2019 - Elsevier
… for document image analysis and present a comprehensive review of … A hyperspectral image
has finer spectral resolution or higher … new research directions in the area of hyperspectral

[HTML][HTML] A systematic review of hyperspectral imaging in precision agriculture: Analysis of its current state and future prospects

BG Ram, P Oduor, C Igathinathane, K Howatt… - … and Electronics in …, 2024 - Elsevier
analysis in precision agriculture is lacking, this review endeavors to provide a comprehensive
overview of the recent advancements and trends … In this study, a systematic review of 163 …