A Caltech Library Service

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 (Unpublished)

PDF - Submitted Version
See Usage Policy.


Use this Persistent URL to link to this item:


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)
Perona, Pietro0000-0002-7583-5809
Additional Information:© 2003 California Institute of Technology.
Group:Computer Science Technical Reports
Subject Keywords:object detection, computer vision, office, natural scenes
Issue or Number:2003.008
Record Number:CaltechCSTR:2003.008
Persistent URL:
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
Deposited By: Imported from CaltechCSTR
Deposited On:01 Dec 2003
Last Modified:03 Oct 2019 03:20

Repository Staff Only: item control page