Digital Image Processing
A.Y. 2018/2019
Learning objectives
The course deals with the analysis and processing of still images and videos The goal is to convey conceptual instruments and basic algorithms which allow to know the principles of the image formation and coding, to improve the image quality, and to identify the elements of interest in real scene images.
Expected learning outcomes
Undefined
Lesson period: First semester
Assessment methods: Esame
Assessment result: voto verbalizzato in trentesimi
Single course
This course cannot be attended as a single course. Please check our list of single courses to find the ones available for enrolment.
Course syllabus and organization
Milan
Responsible
Lesson period
First semester
Course syllabus
> Introduction
Digital image processing: acquisition, storing, visualization
> Visual system:
The eye, the retina, the perception of contrast, colors and movement
> The color
Basic concepts of photometry and colorimetry
> Digital images
Image formation, sampling and quantization
> Image enhancement
Punctual and local processing
Linear and non-linear filters
> Feature extraction and image segmentation
Histogram based segmentation methods
Non-supervised classification (Clustering)
Shape description (contours, regions)
Edge operators
Corner extractors
Key point descriptors
Line extraction (Hough transform)
> Mathematical morphology
Basic morphological operators for binary images
> Video Processing
Optical flow
Tracking
Video segmentation
Digital image processing: acquisition, storing, visualization
> Visual system:
The eye, the retina, the perception of contrast, colors and movement
> The color
Basic concepts of photometry and colorimetry
> Digital images
Image formation, sampling and quantization
> Image enhancement
Punctual and local processing
Linear and non-linear filters
> Feature extraction and image segmentation
Histogram based segmentation methods
Non-supervised classification (Clustering)
Shape description (contours, regions)
Edge operators
Corner extractors
Key point descriptors
Line extraction (Hough transform)
> Mathematical morphology
Basic morphological operators for binary images
> Video Processing
Optical flow
Tracking
Video segmentation
Professor(s)