Hyperspectral Imaging Courses and Certifications

Seds Online

Hyperspectral Imaging in Sedimentary Rocks at Core and Outcrop Scale

Explore hyperspectral imaging for detailed sedimentary rock analysis, revealing hidden structures, mineralogy, and diagenetic phases in drill cores and outcrops at sub-millimeter resolution.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

IEEE Signal Processing Society

Hyperspectral Neutron Imaging and Tomographic Reconstruction - Challenges and Methods

Explore advanced tomographic reconstruction techniques for neutron CT and cryoEM, focusing on challenges, model-based approaches, and applications in materials science and chemical mapping.

• YouTube
• 1 hour 18 minutes
• On-Demand
• Free Video

Institute for Pure & Applied Mathematics (IPAM)

Machine Learning Enhanced Compressive Hyperspectral Imaging - IPAM at UCLA

Explore machine learning-enhanced compressive hyperspectral imaging techniques, combining optical systems and neural networks for efficient data acquisition and processing in various applications.

• YouTube
• 31 minutes
• On-Demand
• Free Video

Chemometrics & Machine Learning in Copenhagen

Anomaly Detection in Hyperspectral Imaging - Neal Gallagher

Explore advanced anomaly detection techniques in hyperspectral imaging, focusing on GLS, ELS, and WPCA methods for improved sensitivity and selectivity in detecting minor signals within complex mixtures.

• YouTube
• 31 minutes
• On-Demand
• Free Video

media.ccc.de

Jenseits des Menschlichen Auges - Wie Funktioniert eine Hyperspektralkamera?

Entdecke die Funktionsweise von Hyperspektralkameras, die hunderte Farben erfassen und vielfältige Anwendungen von Plastiksortierung bis Medikamentenanalyse ermöglichen.

• YouTube
• 20 minutes
• On-Demand
• Free Video

Chemometrics & Machine Learning in Copenhagen

Classical and Generalized Least Squares

Explore advanced least squares techniques for analytical chemistry, including applications in microplastics detection and spectral analysis of biological samples.

• YouTube
• 52 minutes
• On-Demand
• Free Video

Society for Industrial and Applied Mathematics

Tensor Decompositions - A Quick Tour of Illustrative Applications

Explore tensor decompositions for data analysis and dimensionality reduction. Learn fundamentals, applications in various fields, and hands-on examples using real-world datasets.

• YouTube
• 1 hour 11 minutes
• On-Demand
• Free Video

Labroots

Breaking Speed Barriers - Unveiling Biological Insights with Label-Free Chemical Imaging

Discover revolutionary advances in coherent Raman scattering microscopy for dramatically faster label-free chemical imaging in life sciences and pharmaceutical research applications.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

INI Seminar Room 2

Rich and Non-rich Tomography with the Core Imaging Library

Explore advanced tomography techniques and the Core Imaging Library (CIL) for solving complex imaging problems, from hyperspectral neutron analysis to limited-angle X-ray CT reconstruction.

• YouTube
• 1 hour 7 minutes
• On-Demand
• Free Video

Alan Turing Institute

Too Long Didn't Read: AI in Space, AGI Definitions, and AI in Agriculture

Explore space mining, AI terminology, and agricultural AI applications. Discusses ethical implications, technological advancements, and potential impacts on various industries.

• YouTube
• 33 minutes
• On-Demand
• Free Video

分数域信号与信息处理及其应用

Master advanced signal processing techniques in fractional domains, covering theory and applications across radar, communications, optics, and hyperspectral analysis with hands-on practice and research methodology.

• XuetangX
• On-Demand
• Free Online Course

生物医学光学与光子学

掌握光与生物组织相互作用原理，学习光谱学、显微成像、光学相干断层扫描等先进技术，为生物医学研究和临床应用奠定坚实基础。

• XuetangX
• On-Demand
• Free Online Course

高级遥感技术

Master advanced remote sensing techniques including hyperspectral, microwave, UAV, and thermal infrared imaging. Learn data processing methods and practical applications in Earth sciences through hands-on projects using PIE software and real-world case s…

• XuetangX
• On-Demand
• Free Online Course

Beijing University of Civil Engineering and Architecture

新型航空遥感数据处理

Discover key techniques for processing modern aerial remote sensing data, including LiDAR, oblique photogrammetry, and UAV photogrammetry for advanced earth observation applications.

• XuetangX
• On-Demand
• Free Online Course

CdoGEO of Kazan Federal University

Обзор основных методов дистанционного зондирования Земли

Изучите основные методы дистанционного зондирования Земли и их применение в современных геоинформационных технологиях.

• YouTube
• 1 hour 47 minutes
• On-Demand
• Free Video