UrbanPro
true

Workshop on Hyperspectral Imaging and its application in Food Industries

LIVE

Course offered by Manjula B

0 review
The aim of the course is to provide participants with a basic hands on introduction to the theory and practical application of hyperspectral imaging (HSI), and specifically hyperspectral chemical imaging (HCI) in food sector. Hyperspectral imaging adds a new dimension, spectroscopy, to traditional imaging techniques. Conversely, it adds spatial information to traditional spectroscopic analysis methods. In the context of HCI, this hybridization of imaging and spectroscopy demands proper multivariate chemometric techniques to fully enable the optimum extraction of relevant chemical information. HCI is also a rich source of easily interpretable data to visually extend and explore the implications of use (and misuse) of chemometric techniques. This imaging workshop will combine lectures and live demonstrations presenting some of the basic developments in HSI, and explore the extension of chemometrics to HCI image processing. Topics discussed will include instrumentation, exploratory analysis, classification, regression, and spectral pre-processing. Each topic session will begin with a mixture of basic theory and fundamental application results, followed by an interactive examination of class-room samples, using a HyperPro™ near infrared (NIR) hyperspectral imaging system.

Topics Covered

General introduction - history; Spectroscopy, Imaging, Hyperspectral imaging, Instrumentation Exploratory Analysis; Spatial and spectral browsing, Principal Components Analysis (PCA), Brushing Classification; Theory introduction, Partial Least Squares – Discriminant Analysis (PLS-DA) Regression techniques; Theory introduction, Partial Least Squares (PLS) Spectral pre-treatments; Theory introduction, Derivatives, MSC, PMSC, SNV Advanced topics, Curve Resolution, Alternate classifications, Bad pixels, Variable selection, Uncertainty, Summary

Who should attend

This course is intended for students, specialists, and scientists with an interest in exploring recent advancements in spectroscopy and imaging. No previous experience with HSI / HCI or chemometrics is also expected. The course language will be English

Pre-requisites

No previous experience with HSI / HCI or chemometrics is also expected.

What you need to bring

Registered Participants are encouraged to bring their own application specific samples (up to 50 x 30 mm) for imaging to enhance the workshop discussion and learning experience.

Key Takeaways

Hyperspectral imaging, multivariate chemometric techniques, NIR Spectroscopy etc...

About the Trainer

Avg Rating

0 Reviews

1 Students

3 Courses

After completing initial university training in chemistry and mathematics (1977) James Burger began instrumentation research work at one of the primary US government research labs followed by commercial instrumentation development at several ‘silicon valley’ startup companies. He returned to Seattle and began his chemometrics career at the University of Washington (Bruce Kowalski), receiving a Masters degree in 1985. After many years of commercial and business related software development in the Seattle, USA area, (including Microsoft) he returned to PhD studies in 2002 at Aalborg University, Esberg, Denmark (Kim Esbensen) and the Swedish University of Agricultural Sciences in Umea, Sweden (Paul Geladi). His PhD (2006) research focused on the extension and application of chemometric principles to HSI. James recognized a need for commercial development of HSI and founded BurgerMetrics SIA, Riga, Latvia, offering fully integrated HCI systems for both laboratory and online process image acquisition, customized HCI analysis software, and general HCI consulting and training services. He continues to explore novel extensions of chemometrics and the development of interactive software to aid in the interpretation of HCI data.

Students also enrolled in these courses

LIVE
5 reviews
1 Hours

Course offered by rumanafathima

2 reviews
LIVE
63 reviews
5 Hours

Course offered by Vijaya Kumar

90 reviews
LIVE
29 reviews

Course offered by Patil

152 reviews
LIVE
30 reviews
4 Hours

Course offered by Vijaya Kumar

90 reviews

Tutor has not setup batch timings yet. Book a Demo to talk to the Tutor.

Different batches available for this Course

No Reviews yet! Be the first one to Review

Reply to 's review

Enter your reply*

1500/1500

Please enter your reply

Your reply should contain a minimum of 10 characters

Your reply has been successfully submitted.

Certified

The Certified badge indicates that the Tutor has received good amount of positive feedback from Students.

Different batches available for this Course

tickYou have successfully registered

Workshop on Hyperspectral Imaging and its application in Food Industries by Manjula B

Dr. James Burger picture
LIVE

Class
starts in

01

Days

01

Hour

01

Min

01

Sec

Select One

Register Now

Do you want to Register for this Free class?

Yes, Register No, not right now

Tell us a little more about yourself

Workshop on Hyperspectral Imaging and its application in Food Industries by Manjula B

Dr. James Burger picture
LIVE

Class
starts in

01

Days

01

Hour

01

Min

01

Sec

Please enter Student name

Please enter your email address.

Please enter phone number.

Verify Your Mobile Number

Please verify your Mobile Number to book this free class.

Update

Please enter 10 digit phone number.

Please enter your phone number.

Please Enter a valid Mobile Number

This number is already in use.

Resend

Please enter OTP.

Or, give a missed call and get your number verified

080-66-0844-42

This website uses cookies

We use cookies to improve user experience. Choose what cookies you allow us to use. You can read more about our Cookie Policy in our Privacy Policy

Accept All
Decline All

UrbanPro.com is India's largest network of most trusted tutors and institutes. Over 55 lakh students rely on UrbanPro.com, to fulfill their learning requirements across 1,000+ categories. Using UrbanPro.com, parents, and students can compare multiple Tutors and Institutes and choose the one that best suits their requirements. More than 7.5 lakh verified Tutors and Institutes are helping millions of students every day and growing their tutoring business on UrbanPro.com. Whether you are looking for a tutor to learn mathematics, a German language trainer to brush up your German language skills or an institute to upgrade your IT skills, we have got the best selection of Tutors and Training Institutes for you. Read more