HOGgles: Visualizing Object Detection Features

HOGgles: Visualizing Object Detection Features

We introduce algorithms to visualize feature spaces used by object detectors. The tools in this paper allow a human to put on 'HOG goggles' and perceive the visual world as a HOG based object detector sees it. We found that these visualizations allow us to analyze object detection systems...

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Bibliographic Details
Main Authors: Vondrick, Carl Martin, Khosla, Aditya, Malisiewicz, Tomasz, Torralba, Antonio
Other Authors: Massachusetts Institute of Technology. Computer Science and Artificial Intelligence Laboratory
Format: Article
Language:en_US
Published: IEEE Computer Society 2014
Online Access:http://hdl.handle.net/1721.1/90950
https://orcid.org/0000-0002-0007-3352
https://orcid.org/0000-0003-4915-0256
https://orcid.org/0000-0001-5676-2387

Internet

http://hdl.handle.net/1721.1/90950
https://orcid.org/0000-0002-0007-3352
https://orcid.org/0000-0003-4915-0256
https://orcid.org/0000-0001-5676-2387

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