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IMAGE ANALYSIS FOR BIOTECHNOLOGISTS

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IMAGE ANALYSIS FOR BIOTECHNOLOGISTS

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Academic year 2023/2024

Course ID
BIO0178 Pds GEN
Teachers
Walter Dastrù
Francesca Garello
Degree course
[0101M22] Molecular Biotechnology
Year
2nd year
Teaching period
First semester
Type
Elective
Credits/Recognition
4
Credits 24 CFU plan
4
Course disciplinary sector (SSD)
CHIM/03 - general and inorganic chemistry
Delivery
Formal authority
Language
English
Attendance
Obligatory
Type of examination
Quiz
Type of learning unit
corso
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Sommario del corso

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Course objectives

Acquire the knowledge behind image fundamentals and mathematical transforms necessary for image processing. The most common image enhancement and restoration techniques together with the basic steps needed for image segmentation.

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Results of learning outcomes

To be able to perform basic image manipulation for scientific use. In particular, adjusting image brightness and contrast, cropping and resizing images, applying filters and corrections togheter with basic knowledge of image file formats and color spaces.

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Program

  • Introducion to digital images
  • Fundamentals of Digital Image Processing
  • Istograms
  • Spatial Filtering
  • Frequency filtering
  • Morphological Operations
  • Segmentation
  • Software for Image Processing 
  • Exercises
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Course delivery

The course takes place in the form of live lectures. Practical exercises are carried out on a PC in a computer room.

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Learning assessment methods

Assessment of the students' preparation takes the form of online quizzes that will be administered at the end of the module.

Suggested readings and bibliography

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Digital image processing - R. Gonzalez, and R. Woods. 


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Notes

Se interessati a seguire il corso, mandare una mail all'indirizzo walter.dastru@unito.it

If interested, send a mail to walter.dastru@unito.it

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