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ECS 173: Image Processing and Analysis (Fall 2010, UC Davis). Instructor: Professor Owen Carmichael.

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September 25, 2023

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Last updated:

September 25, 2023

Duration:

Unlimited Duration

FREE

This course includes:

Unlimited Duration

Badge on Completion

Certificate of completion

Unlimited Duration

Description

ECS 173: Image Processing and Analysis (Fall 2010, UC Davis). Instructor: Professor Owen Carmichael.

This course deals with techniques for automated extraction of high-level information from images generated by cameras, three-dimensional surface sensors, and medical devices. Typical applications include automated construction of 3D models from video footage and detection of objects in various types of images.

Course Curriculum

  • Lecture 01 – Course Introduction Unlimited
  • Lecture 02 – Fourier Analysis Unlimited
  • Lecture 03 – Edge and Corner Detection Unlimited
  • Lecture 04 – Saliency and Scale Unlimited
  • Lecture 05 – Object Detection Unlimited
  • Lecture 06 – Object Detection (cont.) Unlimited
  • Lecture 07 – Bottom-Up Image Segmentation Unlimited
  • Lecture 08 – Top-Down Image Segmentation Unlimited
  • Lecture 09 – Texture Analysis Unlimited
  • Lecture 10 – Neighborhoods Unlimited
  • Lecture 11 – Invariants Unlimited
  • Lecture 12 – 3D Image Acquisition Unlimited
  • Lecture 13 – Mesh Smoothing Unlimited
  • Lecture 14 – Mesh Alignment I Unlimited
  • Lecture 15 – Mesh Alignment II Unlimited
  • Lecture 16 – Combining Multiple Meshes Unlimited
  • Lecture 17 – Global Shape Representations Unlimited
  • Lecture 18 – Local Shape Representations Unlimited
  • Lecture 19 – Object Detection from Range Data Unlimited
  • Lecture 20 – Medical Image Acquisition Unlimited

About the instructor

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