Multivariate Analysis of Hyperspectral Images with Unscrambler HSI

Learn how to perform explorative, multivariate analysis of HSI data in the spectral domain, including calibration model development and its application for quality control.

    Audience:

    Training Details

    • Course Id:

      MVA906

    • Duration:

      2 day(s)

    • CEUs Awarded:

      1.4

    • Level:

      Introductory

    Approach

    The virtual training will contain both theory and practical use of the methods with the following sessions:

    • Day 1: 2-hour lecture with the instructor to cover the theory
    • Hands-on training on your own, with online support from the trainer. We recommend setting aside 3-6 hours of your day to complete this task.
    • Day 2: 1-hour session with the instructor to discuss exercises and questions

    Hardware Requirements:
    • Windows computer with microphone and audio, and internet connection.

    Pre-requisites

    Prior experience with multivariate analysis or the Unscrambler HSI software is not required.

    Agenda

    Class timings
    • Day 1: Live instructor led session starts @ 3:00 PM CET / 9:00 AM EST
    • Day 2: Live instructor led session starts @ 3:00 PM CET / 9:00 AM EST
    • Hands-on exercises are done by yourself between the two sessions. We recommend setting aside 3-6 hours of your day to complete this task.
    Agenda Topics
    • Introduction to hyperspectral imaging and applications
    • Preprocessing of hyperspectral images
    • Multivariate model calibration (PCA, PLS-DA)
    • Classification of hyperspectral images (SIMCA, PLS-DA)
    • Camo Machine Vision for production quality control

    Register for a Class

    Date Class Type Location Price Language
    Date(s): 07/1/2021 - 07/2/2021 Type: Public Classroom Location:
    Virtual-EMEA , United Kingdom
    Price: (USD) 299.00 Language: English Register
    Date(s): 08/10/2021 - 08/11/2021 Type: Public Classroom Location:
    Virtual-EMEA , United Kingdom
    Price: (USD) 299.00 Language: English Register
    Date(s): 09/21/2021 - 09/15/2021 Type: Public Classroom Location:
    Virtual-EMEA , United Kingdom
    Price: (USD) 299.00 Language: English Register
    Date(s): 10/26/2021 - 10/27/2021 Type: Public Classroom Location:
    Virtual-EMEA , United Kingdom
    Price: (USD) 299.00 Language: English Register
    Date(s): 12/7/2021 - 12/8/2021 Type: Public Classroom Location:
    Virtual-EMEA , United Kingdom
    Price: (USD) 299.00 Language: English Register

    Aspen Technology, Inc. awards Continuing Education Units (CEUs) for training classes conducted by our organization. One CEU is granted for every 10 hours of class participation.