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Introduction to Computer Vision

Introduction to Computer Vision

Computer Vision deals with the process of automatic understanding of visual information from a single-source or several images or image sequences. From an engineering point of view it applies methods from classical image progessing and artificial intelligence to extract useful information from a given visual input source.

This workshop will introduce the basic concepts from Image Processing and Computer Vision and demonstrates a wide variety of applications. Industrially deployed as well as state-of-the-art approaches will be outlined and discussed as well.

Outline

  • Image capturing
  • Quantization
  • Image enhancement and preprocessing
  • Segmentation
  • Feature extraction
  • Classification
  • Camera models
  • Taxonomy of 3D reconstruction methods
  • Tracking
  • Pose estimation
  • Object recognition