a bio-inspired robot with visual perception of...

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Universidad Central de Venezuela Prof. Dr. Oscar Chang http://www.ogchang.com/ A Bio-Inspired Robot With Visual Perception of Affordancess 2014 A Bio-Inspired Robot With Visual Perception of Affordancess Agosto 2014

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Page 1: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

A Bio-Inspired Robot With

Visual Perception of

Affordancess

Agosto 2014

Page 2: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Affordance driven creature

Page 3: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Affordance driven creature

Page 4: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Olfactory system

The Insect Brain

Page 5: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Page 6: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Page 7: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Page 8: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Page 9: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Page 10: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

To learn and recognize a pattern (odor)

no counter examples are needed

Isolated Learning

Page 11: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

The proposed Affordance driven Robot

Page 12: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

The proposed neural controller

Page 13: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

The proposed neural controller

Page 14: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Target set to 1

Isolated Learning

Page 15: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Target set to 0

Isolated Learning

Page 16: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Isolated Learning

Page 17: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Isolated Learning

Page 18: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Cognitive String

Page 19: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Time-released learning resources

Cognitive String

Page 20: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Selective Rewards

Cognitive String

Page 21: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Cognitive String

Page 22: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

The emergence of affordance perception

Experiment 1:

Page 23: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Experiment 1:

The emergence of affordance perception

Page 24: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

The emergence of affordance perception

Experiment 1:

Page 25: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Experiment 1:

The emergence of affordance perception

Page 26: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Caltech Database

Experiment 2:

A non easily distractible eye

Page 27: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Experiment 2:

A non easily distractible eye

Page 28: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Caltech Database

Discussion

Page 29: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Discussion

Page 30: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Conclusions

Page 31: A Bio-Inspired Robot With Visual Perception of Affordancesstheaffordances.appspot.com/workshops/ECCV/archive/PN1.prs.pdf · Universidad Central de Venezuela Prof. Dr. Oscar Chang

Universidad Central de

Venezuela

Prof. Dr. Oscar Chang

http://www.ogchang.com/

A Bio-Inspired Robot With Visual Perception of Affordancess 2014

Conclusions