CSE/EE 576 Computer Vision Spring 2007

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CSE/EE 576 Computer Vision Spring 2007 Professor Linda Shapiro TA: Indriyati Atmosukarto (Indri)

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CSE/EE 576 Computer Vision Spring 2007. Professor Linda Shapiro TA: Indriyati Atmosukarto (Indri). Introduction. What IS computer vision? Where do images come from?. the analysis of digital images by a computer. Applications: Medical Imaging. CT image of a patient’s abdomen. liver. - PowerPoint PPT Presentation

Transcript of CSE/EE 576 Computer Vision Spring 2007

Page 1: CSE/EE 576 Computer Vision Spring 2007

CSE/EE 576Computer Vision

Spring 2007

Professor Linda ShapiroTA: Indriyati Atmosukarto (Indri)

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Introduction• What IS computer vision?

• Where do images come from?

the analysis of digital images by a computer

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Applications: Medical Imaging

CT image of apatient’s abdomen

liver

kidney kidney

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Visible Man Slice Through Lung

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3D Reconstruction of the Blood Vessel Tree

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Slice of a Chicken Embryo’s Inner Ear

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CBIR of Mouse Eye Images for Genetic Studies

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Robotics• 2D Gray-tone or Color Images

• 3D Range Images

“Mars” rover

What am I?

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• Robot Soccer

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Image Databases:

Images from my Ground-Truth collection:http://www.cs.washington.edu/research/imagedatabase/groundtruth

• retrieve images containing trees

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Original Images Color Regions Texture Regions Line Clusters

Some Features for Image Retrieval

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Documents:

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Classified as Cal as DorCal 114 72Dor 70 133

Classification Results:

Yor (Yor)

Classified as Cal as YorCal 171 16Yor 0 99

CalineuriaCalineuria (Cal) DoroneuriaDoroneuria (Dor)

Science

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Original Video Frame

Structure RegionsColor Regions

Surveillance: Event Recognition in Aerial Videos

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Face Detection (and Recognition)

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Andy Serkis, Gollum, Lord of the Rings

Graphics: Special Effects

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3D Reconstruction and Graphics Viewer

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Object Recognition from “Parts”