Hasso-Plattner-Institut20 Jahre HPI
Hasso-Plattner-Institut20 Jahre HPI
  
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Visual Media Enhancement (Wintersemester 2019/2020)

Dozent: Dr. Matthias Trapp (Computergrafische Systeme) , Amir Semmo (Computergrafische Systeme) , Sebastian Pasewaldt (Computergrafische Systeme) , Sumit Shekhar (Computergrafische Systeme) , Max Reimann (Computergrafische Systeme)

Allgemeine Information

  • Semesterwochenstunden: 4
  • ECTS: 6
  • Benotet: Ja
  • Einschreibefrist: 01.10.-30.10.2019
  • Lehrform: Seminar / Projekt
  • Belegungsart: Wahlpflichtmodul
  • Lehrsprache: Deutsch

Studiengänge & Module

IT-Systems Engineering BA
  • HCGT-Grundlagen
  • HCGT-Vertiefung
  • OSIS-Grundlagen
  • OSIS-Vertiefung

Beschreibung

This project seminar aims at bachelor students who want to extend their image processing, computer vision, and computer graphics skills regarding the analysis, planning, and development of GPU-accelerated image and video processing techniques for mobile, desktop and server systems. The course has mainly a project character and is subdivided into two parts:

The first part of the course is organized as a lecture series. The lecture topics are specified together with the seminar students and can include an introduction to the following basic concepts and foundations to:

  • A short introduction into the field of image and video analytics,
  • Techniques for image and video processing,
  • Application development for mobile and Desktop/Server systems

Using specific image and video processing operations, the course teaches how fundamental processing techniques can be designed, developed and tested.

< insert teaser image here>


In the second part of the course, participants will work individually, or as a team (max. 2 members), to implement assigned topics in the field of interactive image and video processing. Therefore, both a C++ and an Android or iOS framework will be provided. Possible topics for this project seminar cover the following domains (not limited to):

  • Convolutional Neural Networks for image analysis and transformation*.
  • Integration of interactive rendering techniques in 3rd party applications (e.g., Photoshop plugin).
  • Implementation of interactive image stylization and editing tools for desktop systems.
  • Service-based image and video-processing*
  • Automated video summarization approaches to efficiently and effectively shorten videos*.
  • Web-App development for service-based image- and video processing

Topics marked by a * are related to a joint research project of the Hasso Plattner Institute with Digital Masterpieces and the German Federal Ministry of Education. The research project investigates new concepts and techniques for automatic video abstraction.

<insert a 2nd teaser image here>

Voraussetzungen

  • Successful completion of the lectures Computer Graphics I and/or II
  • Basic knowledge of OpenGL and OpenGL ES Shading Language (GLSL) for image and video processing topics
  • Basic knowledge/understanding of Neural Networks and/or Computer-Vision algorithms for image and video analysis topics
  • For Service/Web-Apps development:

    • Basic knowledge/understanding of Angular, Node.js, Java-Script or Docker
    • Basic knowledge of Web-App development

  • For Android mobile development:

    • Basic knowledge of Java programming language
    • An Android Device supporting OpenGL ES 3.0 or higher

  • For iOS development:

    • Basic knowledge of Swift development
    • An Mac or MacBook, as well as an iOS device

  • For Desktop development:

    • Basic knowledge of C++ development   
    • Familiarity with Qt Lib

Literatur

  • Mednieks et al., Android Programming, O’Reilly (or similar)
  • Joshua Bloch, Effective Java, Online
  • Topic-specific material will be provided throughout the course

Lern- und Lehrformen

Project seminar (4 SWS/6 ECTS)

Leistungserfassung

The final grade will be determined as follows:

  • 50% Documented source code & prototypical application
  • 15% Concept presentation (approx. 10 minutes)
  • 25% Final presentation (approx. 25 minutes)
  • 10 % Projectmanagement

Termine

The kick-off meeting will take place on 15.10.2019, 09:15, in H-2.58

The lecture will take place in the first 4 weeks (15.10. -15.11.2019)

Subsequently, the project part will start in an self-organized way. Appointments with the supervisor are coordinated with the individual supervisors.

The midterm presentation will take place in the week from 09.12.-20.12.2019.

Based on student’s voting, the final presentation will take place February/March 2020.

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