ANG LEE
SOFTWARE ENGINEER, MAGICIAN |
http://anglee.org
ang.lee[at]gmail.com |
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Projects::Feature Matching for Location/Object Recognition
Given a collection of images(library), this project is about finding the one that contains the same feature as a query image that is not in the library. SIFT was used to identify features and then similarity between features is computed. |
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Task
The task is to find the closest image in the library that matches a particular query image.
Input
A collection of images (the library), 31 photos from a trip to Venice, Italy. Click on a image to enlarge.
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Query Images, Click on a image to enlarge.
Results:
| Query Image #1 |
Best Match, Image#3, vote = 249 |
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| 2nd place, Image#30, vote = 186 |
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| Histogram (click to enlarge) |
3rd place, Image#24, vote = 179 |
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| Query Image #2 |
Best Match, Image#9, vote = 120 |
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| 2nd place, Image#25, vote = 119 |
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| Histogram (click to enlarge) |
3rd place, Image#26, vote = 118 |
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| Query Image #3 |
Best Match, Image#18, vote = 128 |
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| 2nd place, Image#30, vote = 110 |
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| Histogram (click to enlarge) |
3rd place, Image#26, vote = 102 |
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| Query Image #4 |
Best Match, Image#18, vote = 102 |
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| 2nd place, Image#30, vote = 93 |
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| Histogram (click to enlarge) |
3rd place, Image#13, vote = 87 |
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| Query Image #5 |
Best Match, Image#1, vote = 135 |
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| 2nd place, Image#30, vote = 96 |
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| Histogram (click to enlarge) |
3rd place, Image#24, vote = 96 |
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Links:
Original project page
Assignment Instruction
CS7495 2005 Class Website
SIFT Info
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Last update: 1/20/2009
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Ang Lee 4371 Winters Chapel Rd., Apt#3226 Atlanta, GA 30360, USA
(C) Copyright, Ang Lee, 2009, All rights reserved.
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