English
 
Help Privacy Policy Disclaimer
  Advanced SearchBrowse

Item

ITEM ACTIONSEXPORT
Add to Basket
 Local TagsRelease HistoryDetailsSummary
  Functional Object Class Detection Based on Learned Affordance Cues

Stark, M., Lies, P., Zillich, M., Wyatt, J., & Schiele, B. (2008). Functional Object Class Detection Based on Learned Affordance Cues. In A. Gasteratos, M. Vincze, & J. Tsotsos (Eds.), Computer Vision Systems: 6th International Conference, ICVS 2008 Santorini, Greece, May 12-15, 2008 (pp. 435-444). Berlin, Germany: Springer.

Item is

 

show all hide all

Basic

show hide
Item Permalink: https://hdl.handle.net/11858/00-001M-0000-0013-C97D-5 Version Permalink: https://hdl.handle.net/21.11116/0000-0003-7F72-F
Genre: Conference Paper

Files

show Files

Locators

show
hide
Locator:
https://link.springer.com/content/pdf/10.1007%2F978-3-540-79547-6_42.pdf (Publisher version)
Description:
-
OA-Status:

Creators

show
hide
 Creators:
Stark, M, Author
Lies, P1, Author           
Zillich , M, Author
Wyatt, J, Author
Schiele, B, Author
Affiliations:
1External Organizations, ou_persistent22              

Content

show
hide
Free keywords: -
 Abstract: Current approaches to visual object class detection mainly focus on the recognition of abstract object categories, such as cars, motorbikes, mugs and bottles. Although these approaches have demonstrated impressive performance in terms of recognition, their restriction to abstract categories seems artificial and inadequate in the context of embodied, cognitive agents. Here, distinguishing objects according to functional aspects based on object affordances is vital for a meaningful human-machine interaction. In this paper, we propose a complete system for the detection of functional object classes, based on a representation of visually distinct hints on object affordances (affordance cues). It spans the complete cycle from tutor-driven acquisition of affordance cues, one-shot learning of corresponding object models, and detecting novel instances of functional object classes in real images.

Details

show
hide
Language(s):
 Dates: 2008-05
 Publication Status: Issued
 Pages: -
 Publishing info: -
 Table of Contents: -
 Rev. Type: -
 Identifiers: DOI: 10.1007/978-3-540-79547-6_42
BibTex Citekey: 5092
 Degree: -

Event

show
hide
Title: 6th International Conference on Computer Vision Systems
Place of Event: Santorini, Greece
Start-/End Date: 2008-05-12 - 2008-05-15

Legal Case

show

Project information

show

Source 1

show
hide
Title: Computer Vision Systems: 6th International Conference, ICVS 2008 Santorini, Greece, May 12-15, 2008
Source Genre: Proceedings
 Creator(s):
Gasteratos, A, Editor
Vincze, M, Editor
Tsotsos, JK, Editor
Affiliations:
-
Publ. Info: Berlin, Germany : Springer
Pages: - Volume / Issue: - Sequence Number: - Start / End Page: 435 - 444 Identifier: ISBN: 978-3-540-79546-9

Source 2

show
hide
Title: Lecture Notes in Computer Science
Source Genre: Series
 Creator(s):
Affiliations:
Publ. Info: -
Pages: - Volume / Issue: 5008 Sequence Number: - Start / End Page: - Identifier: -