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Introduction to image processing

  • School / Prep

    ENSEIRB-MATMECA

Internal code

ET7TS225

Description

To provide the fundamental principles associated with digital images, enabling us to understand the main classes of processing dedicated to digital images, such as filtering, segmentation and compression.

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Teaching hours

  • CIIntegrated courses8h
  • CMLectures7h
  • PRJProject13h
  • PRACTICAL WORKPractical work7h

Mandatory prerequisites

TS114: Digital Signal Processing

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Syllabus


1 - Introduction

*Image definition (perception, wavelength, 3D vision, etc.)
*Image shaping (color spaces, formats, optics, etc.)
*Video signals (video format, standard resolution, etc.))

2 - 2D signal theory
*2D sampling
*2D Fourier transform

3 - Two-dimensional systems theory
*Linear filtering (smoothing, gradient, enhancement filter etc.)
*Non-linear filtering (median, adaptive filters etc.)

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Further information

Signal and image processing

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Bibliography

Integrated course and project support

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Assessment of knowledge

Initial assessment / Main session - Tests

Type of assessmentType of testDuration (in minutes)Number of testsTest coefficientEliminatory mark in the testRemarks
ProjectReport0.34
ProjectDefense0.33
Continuous controlMinutes0.33

Second chance / Catch-up session - Tests

Type of assessmentType of testDuration (in minutes)Number of testsTest coefficientEliminatory mark in the testRemarks
Final testWritten600.33without document without calculator