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School / Prep
ENSEIRB-MATMECA
Internal code
EEL9-TIMG1
Description
The aim of this course is to present the main families of approaches to image segmentation, i.e. the partitioning of an image into different zones each representing a characteristic object, as well as the basics of mathematical morphology applied to images.
Teaching hours
- CIIntegrated Courses21h
- TDMMachine Tutorial3h
- TIIndividual work8h
Syllabus
The first part of the course deals with segmentation.1/ General Definitions Place of segmentation in a processing chain2/ Segmentation of regions Seuillage Division/Merge Markovian models Growth around a seed Watershed 3/ Segmentation of contours Generality of derivative methods Masks of Sobel, Prewitt, Kirch MDIF, NAGDIF operators Laplacian and other second-order filters Canny filter Deriche operator The second part of the course deals with morphology.
1/ Definition of the structuring element
2/ Notion of connectedness
3/ Basic operations (dilation and erosion) or advanced operations (morphological gradient, opening, closing)
4/ Detailed presentation of labeling algorithms
5/ Applications (granulometry, skeletonization, morphological filters)
Assessment of knowledge
Initial assessment / Main session - Tests
| Type of assessment | Type of test | Duration (in minutes) | Number of tests | Test coefficient | Eliminatory mark in the test | Remarks |
|---|---|---|---|---|---|---|
| Final inspection | Written | 60 | 1 | without document without calculator |
Second chance / Catch-up session - Tests
| Type of assessment | Type of test | Duration (in minutes) | Number of tests | Test coefficient | Eliminatory mark in the test | Remarks |
|---|---|---|---|---|---|---|
| Final test | Written | 60 | 1 | without document without calculator |