Image Processing and Analysis

By Owen Carmichael

This course deals with the techniques for automated extraction of high-level information from images generated by cameras, three-dimensional surface sensors, and medical devices. Typical applications ... more

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FAQs about Image Processing and Analysis:

How many episodes does Image Processing and Analysis have?

The podcast currently has 19 episodes available.

Image Processing and Analysis episodes:

November 08, 2010 Object Detection from Range Data
Lecture 19: Carmichael discusses some problems that can arise in range data-based detection and how these problems can be fixed by creating transformation-consistent clusters.
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52min
November 05, 2010 Local Shape Representations
Lecture 18: Carmichael discusses advantages of local shape representations and two methods for creating them: the segmentation method and the vertex-based method.
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52min
November 03, 2010 Global Shape Representations
Lecture 17: The instructor discusses ways of storing and searching 3D models. Explains database querying, geons, object signatures and shape histograms.
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56min
October 29, 2010 Combining Multiple Meshes
Lecture 16: Carmichael discusses two approaches (mesh-based and volumetric) for combining multiple meshes to form a single closed surface.
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51min
October 27, 2010 Mesh Alignment II
Lecture 15: In the second lecture on mesh alignment, Carmichale explains nonrigid alignment and how to accomplish this process using a technique called deformable registration.
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52min
October 25, 2010 Mesh Alignment I
Lecture 14: In the first of two lectures, Carmichale discusses rigid alignment of meshes as well as the metrics and transformation models involved.
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52min
October 22, 2010 Mesh Smoothing
Lecture 13: The instructor discusses using mesh smoothing to remove noise from three-dimensional data. Also includes Gaussian smoothing and mesh shrinkage.
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51min
October 20, 2010 3D Image Acquisition
Lecture 12: Carmichael explains how to obtain an image with three dimensions. The unit covers two principles for doing so: time of flight and triangulation.
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54min
October 18, 2010 Invariants
Lecture 11: Carmichale explains the use of invariants for dense and sparse matching, as well as some various kinds of invariants.
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51min
October 15, 2010 Texture Analysis
Lecture 09: Carmichael explains why it is useful to study the textures of an image and methods for detecting them in images.
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57min

FAQs about Image Processing and Analysis:

How many episodes does Image Processing and Analysis have?

The podcast currently has 19 episodes available.