The Full Images for Natural Knowledge Caltech Office DB

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 (Unpublished) https://resolver.caltech.edu/CaltechCSTR:2003.008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

ORCID:

Author	ORCID
Perona, Pietro	0000-0002-7583-5809

Additional Information:

Group:

Computer Science Technical Reports

Subject Keywords:

object detection, computer vision, office, natural scenes

Issue or Number:

2003.008

DOI:

10.7907/Z9125QMV

Record Number:

CaltechCSTR:2003.008

Persistent URL:

https://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:

03 Oct 2019 03:20

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