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The Full Images for Natural Knowledge Caltech Office DB

Fink, Michael and Perona, Pietro (2003) The Full Images for Natural Knowledge Caltech Office DB. California Institute of Technology . (Unpublished) http://resolver.caltech.edu/CaltechCSTR:2003.008

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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.


Item Type:Report or Paper (Technical Report)
Group:Computer Science Technical Reports
Subject Keywords:object detection, computer vision, office, natural scenes,
Record Number:CaltechCSTR:2003.008
Persistent URL:http://resolver.caltech.edu/CaltechCSTR:2003.008
Usage Policy:You are granted permission for individual, educational, research and non-commercial reproduction, distribution, display and performance of this work in any format.
ID Code:27071
Collection:CaltechCSTR
Deposited By: Imported from CaltechCSTR
Deposited On:01 Dec 2003
Last Modified:26 Dec 2012 14:14

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