Fink, Michael (2003) The Full Images for Natural Knowledge Caltech Office DB. California Institute of Technology . (Unpublished) http://resolver.caltech.edu/CaltechCSTR:2003.008a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.
| Item Type: | Report or Paper (Technical Report) |
|---|---|
| Group: | Computer Science Technical Reports |
| Subject Keywords: | object detection, computer vision, office, natural scenes, |
| Record Number: | CaltechCSTR:2003.008a |
| 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. |
| ID Code: | 27072 |
| Collection: | CaltechCSTR |
| Deposited By: | Imported from CaltechCSTR |
| Deposited On: | 02 Apr 2004 |
| Last Modified: | 26 Dec 2012 14:14 |
Available Versions of this Item
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Design of a nanomechanical fluid control valve based on functionalized silicon cantilevers: coupling molecular mechanics with classical engineering design. (deposited 12 Jul 2005)
- The Full Images for Natural Knowledge Caltech Office DB. (deposited 02 Apr 2004) [Currently Displayed]
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