The Full Images for Natural Knowledge Caltech Office DB

Fink, Michael (2003) The Full Images for Natural Knowledge Caltech Office DB. Technical Report. California Institute of Technology. [CaltechCSTR:2003.008a]

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Abstract

We describe the image collection and labeling procedures of an office scene database. The office database is aimed at providing training and benchmarking tools for multiclass object detection in natural scenes. The described database is unique in the fact that high quality office images were collected following a protocol that (in theory) does not introduce a human bias in camera positioning and environment manipulation. 225 360deg office images all labeled with 14 objects are available. The objects are: LightSwitch, window, doorFrame, bookshelf, Monitor, whiteboard, Keyboard, chairBack, Television, roundClock, Laptop, cabinet, PictureFrame and openShelf. The use of the office database is conditioned by a contribution to the labeling effort.

EPrint Type:	Monograph (Technical Report)
Uncontrolled Keywords:	object detection, computer vision, office, natural scenes,
Subjects:	All Records
ID Code:	518
Deposited By:	Michael Fink
Deposited On:	02 April 2004
Record Number:	CaltechCSTR:2003.008a
Official Persistent URL:	http://resolver.caltech.edu/CaltechCSTR:2003.008a
Usage Policy:	You are granted permission for individual, educational, research and non-commercial reproduction, distribution, display and performance of this work in any format.

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The Full Images for Natural Knowledge Caltech Office DB (deposited 01 December 2003)
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