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---+!! Course %FORMFIELD{"Bezeichnung"}%


%TOC{depth="3"}%
%STARTSECTION{"no_toc"}%
---
*Responsible:* Prof. Dr. Gregor Fischer

---++ Course
---+++ Meets requirements of following modules(MID)
   * in active programs
      * [[MaMT2012_DBT]]

---+++ Course Organization
<sticky>
  <table border="0">
    <tr valign="top">
      <td>
        <table border="1" cellpadding="2" cellspacing="0">
          <th colspan="2">Version</th>
          <tr>
            <td>created</td>
            <td>2013-04-25</td>
          </tr>
          <tr>
            <td>VID</td>
            <td>2</td>
          </tr>
          <tr>
            <td>valid from</td>
            <td>WS 2012/13</td>
          </tr>
          <tr>
            <td>valid to</td>
            <td/>
          </tr>
        </table>
      </td>
      <td>         </td>
      <td>
        <table border="1" cellpadding="2" cellspacing="0">
          <th colspan="2">Course identifiers</th>
          <tr>
            <td>Long name</td>
            <td>%FORMFIELD{"Bezeichnung"}%</td>
          </tr>
          <tr>
            <td>CID</td>
            <td>F07_DBT</td>
          </tr>
          <tr>
            <td>CEID (exam identifier)</td>
            <td/>
          </tr>
        </table>
      </td>
    </tr>
  </table>
</sticky><sticky>
  <table border="0">
    <tr valign="top">
      <td>
        <table border="1" cellpadding="2" cellspacing="0">
          <th colspan="2">Contact hours per week (SWS)</th>
          <tr>
            <td>Lecture</td>
            <td>%FORMFIELD{"VorlesungSWS"}%</td>
          </tr>
          <tr>
            <td>Exercise (unsplit)</td>
            <td>%FORMFIELD{"UebungGanzSWS"}%</td>
          </tr>
          <tr>
            <td>Exercise (split)</td>
            <td>%FORMFIELD{"UebungHalbSWS"}%</td>
          </tr>
          <tr>
            <td>Lab</td>
            <td>%FORMFIELD{"PraktikumSWS"}%</td>
          </tr>
          <tr>
            <td>Project</td>
            <td>%FORMFIELD{"ProjektSWS"}%</td>
          </tr>
          <tr>
            <td>Seminar</td>
            <td>%FORMFIELD{"SeminarSWS"}%</td>
          </tr>
          <tr>
            <td>Tutorial(voluntary)</td>
            <td>%FORMFIELD{"TutoriumSWS"}%</td>
          </tr>
        </table>
      </td>
      <td>    </td>
      <td>
        <table border="1" cellpadding="2" cellspacing="0">
          <th colspan="2">Total contact hours</th>
          <tr>
            <td>Lecture</td>
            <td>%FORMFIELD{"VorlesungPZ"}%</td>
          </tr>
          <tr>
            <td>Exercise (unsplit)</td>
            <td>%FORMFIELD{"UebungGanzPZ"}%</td>
          </tr>
          <tr>
            <td>Exercise (split)</td>
            <td>%FORMFIELD{"UebungHalbPZ"}%</td>
          </tr>
          <tr>
            <td>Lab</td>
            <td>%FORMFIELD{"PraktikumPZ"}%</td>
          </tr>
          <tr>
            <td>Project</td>
            <td>%FORMFIELD{"ProjektPZ"}%</td>
          </tr>
          <tr>
            <td>Seminar</td>
            <td>%FORMFIELD{"SeminarPZ"}%</td>
          </tr>
          <tr>
            <td>Tutorial (voluntary)</td>
            <td>%FORMFIELD{"TutoriumPZ"}%</td>
          </tr>
        </table>
      </td>
      <td>    </td>
      <td>
        <table border="1" cellpadding="2" cellspacing="0">
          <th colspan="2">Max. capacity</th>
          <tr>
            <td>Exercise (unsplit)</td>
            <td>%FORMFIELD{"UebungGanzTeilnehmer"}%</td>
          </tr>
          <tr>
            <td>Exercise (split)</td>
            <td>%FORMFIELD{"UebungHalbTeilnehmer"}%</td>
          </tr>
          <tr>
            <td>Lab</td>
            <td>%FORMFIELD{"PraktikumTeilnehmer"}%</td>
          </tr>
          <tr>
            <td>Project</td>
            <td>%FORMFIELD{"ProjektTeilnehmer"}%</td>
          </tr>
          <tr>
            <td>Seminar</td>
            <td>%FORMFIELD{"SeminarTeilnehmer"}%</td>
          </tr>
        </table>
      </td>
    </tr>
  </table>
</sticky>

*Total effort (hours):* %FORMFIELD{"Gesamtaufwand"}%

---++++ Instruction language
   * 70% German
   * 30% English

---++++ Study Level
   * %FORMFIELD{"Niveau"}%
---++++ Prerequisites
   * none

---++++ Textbooks, Recommended Reading
   * R.W.G. Hunt, The Reproduction of Color
   * M. Fairchild, Color Appearance Models, Wiley, 2nd ed. 
   * G. C. Holst, T. S. Lomheim, CMOS/CCD Sensors and Camera Systems, SPIE 
   * J. Nakamura, Image Sensors and Signal Processing for Digital Still Cameras, Taylor &amp; Francis
   * Reinhard/Ward/Pattanaik/Debevec, High Dynamic Range Imaging, Elsevier 2010
   * R. Gonzales/R. Woods/Eddins, Digital Image Processing Using Matlab, Prentice Hall, 2004
   * W. Pratt, Digital Image Processing, Wiley, 4th ed., 2007
   * A. Jain, Fundamentals of Digital Image Processing, Prentice Hall, 1988

---++++ Instructors
   * Prof.Dr. Gregor Fischer
   * Prof.Dr. Dirk Poggemann



---++++ Supporting Scientific Staff
   * tba

---++++ Transcipt Entry
Digital Imaging

---+++ Assessment
<sticky>
  <table border="1" cellpadding="2" cellspacing="0">
    <th colspan="2">Type</th>
    <tr>
      <td>oE</td>
      <td>normal case (except on large numbers of assessments: wE</td>
    </tr>
  </table>
</sticky>

<sticky>
  <table border="1" cellpadding="2" cellspacing="0">
    <th colspan="2">Total effort [hours]</th>
    <tr>
      <td>oE</td>
      <td>10</td>
    </tr>
  </table>
</sticky>

*Frequency:* 2-3/year

-----
---++ Course components

%STARTSECTION{"Vorlesung / Übung"}%
---+++ <u>Lecture/Exercise</u>

---++++ Objectives 
---+++++ Contents
   * Color Imaging
      * Color capturing with electronic sensors
         * Color detectors
         * Demosaicking
         * Optical antialiasing filters
      * Color management for DSCs
         * ICC profiles computing with least squares fit
         * Testing color accuracy
         * Color appearance models
      * Multispectral Imaging
         * Spectral sensitivities estimation by means of a general method to stabilize an instable set of linear equations
         * Statistics of natural spectra (Principal Components Analysis)
         * Spectral stimulus estimation
   * HDR Imaging
      * HDR capturing technology
      * Contrast management
         * photo receptor model
         * unsharp masking
         * retinex algorithm
         * Automatic control
   * Imaging Methods
      * Automatic white balancing
         * Grey world approach
         * Color-by-Correlation
         * Dichromatic reflection model
      * MTF management
         * MTF measurement
         * filter design for MTF optimization and sharpening
         * Adaptive sharpening
      * Denoising
         * Modelling of sensor noise
         * Locally adaptive smoothing filter
         * Wiener filtering 
         * Bilateral filtering
         * Non-Local-Means filtering
      * Defect pixel / cluster correction

---+++++ Acquired Skills
   * Describe the function and effects of different imaging methods
   * derive correction models for the image processing from the optical and electronic mechanisms
   * explain the application of basic mathematical tools for modelling and optimization of imaging methods


---++++ Additional Component Assessment 
<sticky>
  <table border="1" cellpadding="2" cellspacing="0">
    <th colspan="2">Type</th>
    <tr>
      <td>fPS</td>
      <td>excercise (on course and self study)</td>
    </tr>
  </table>
</sticky>

<sticky>
  <table border="1" cellpadding="2" cellspacing="0">
    <th colspan="2">Contribution to course grade</th>
    <tr>
      <td>fPS</td>
      <td>not rated</td>
    </tr>
  </table>
</sticky>

*Frequency:* 1/year

%ENDSECTION{"Vorlesung / Übung"}%



%STARTSECTION{"Praktikum"}%
---+++ <u>Lab</u>

---++++ Objectives 
---+++++ Acquired Skills
   * analyse optical and electronic imaging characteristics
   * recognize and assess imaging defects
   * realize imaging methods by software programmin according to a given specification or scientific paper

---+++++ Operational Competences
   * measure optical and electronic imaging characteristics or defects
   * implement new imaging methods according to a given specification or scientific paper
   * optimize imaging methods by basic mathematical optimization methods
   * compare image quality of different imaging methods
   * document results


---++++ Additional Component Assessment 
<sticky>
  <table border="1" cellpadding="2" cellspacing="0">
    <th colspan="2">Type</th>
    <tr>
      <td>fSC</td>
      <td>lab experiment (3h)</td>
    </tr>
    <tr>
      <td>fTP</td>
      <td>6 lab experiments (each 3h) per project team</td>
    </tr>
    <tr>
      <td>oR</td>
      <td>presentation on fTP (20min per project team)</td>
    </tr>
  </table>
</sticky>

<sticky>
  <table border="1" cellpadding="2" cellspacing="0">
    <th colspan="2">Contribution to course grade</th>
    <tr>
      <td>fSC</td>
      <td>Attestation</td>
    </tr>
    <tr>
      <td>fTP</td>
      <td>Attestation</td>
    </tr>
    <tr>
      <td>oR</td>
      <td>prerequisite to course exam</td>
    </tr>
  </table>
</sticky>

*Frequency:* 1/year

%ENDSECTION{"Praktikum"}%




%ENDSECTION{"no_toc"}%
Topic-Revision: r4 - 11 Jan 2016, GeneratedContent
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