University of Nottingham - Image Analysis Methods for Biologists
- Offered byFutureLearn
Image Analysis Methods for Biologists at FutureLearn Overview
Image Analysis Methods for Biologists
at FutureLearn
Duration | 4 weeks |
Total fee | ₹2,763 |
Mode of learning | Online |
Official Website | Go to Website  |
Credential | Certificate |
Image Analysis Methods for Biologists at FutureLearn Highlights
Image Analysis Methods for Biologists
at FutureLearn
- Duration 4 weeks
- Weekly study 3 hours
Image Analysis Methods for Biologists at FutureLearn Course details
Image Analysis Methods for Biologists
at FutureLearn
More about this course
- The use of automatic image analysis in the biological sciences has increased significantly in recent years, especially with automated image capture and the rise of phenotyping.
- This online course will help improve your understanding of image analysis methods, and improve your practical skills and ability to apply the techniques to your images.
- You will explore the process of image acquisition, through to segmenting regions, counting objects and tracking movement. Importantly, we'll also try to highlight what to watch out for when using different image analysis approaches.
Image Analysis Methods for Biologists at FutureLearn Curriculum
Image Analysis Methods for Biologists
at FutureLearn
Introduction to images and image analysis
The image analysis problem
Noise, and noise reduction
Measuring from images
Measuring for phenotyping
An introduction to coding
Segmentation: labelling regions in images
Pixel-based segmentation
Region-based segmentation
Model-based segmention
What next?
3D models from 2D images
Motion and growth
AI based approaches: Deep learning
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