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Page 1: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Miquel PratsSteve GarnerThe Design GroupThe Open UniversityUK

ETRA – Eye Tracking Research & Applications22-24 March 2010Austin, Texas

Project funded by:

Project partners:

Iestyn JowersAlison McKaySchool of Mechanical EngineeringUniversity of LeedsUK

Nieves PedreiraInformation and CommunicationsTechnologies University of A Coruña Spain

Page 2: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

The Designing with Vision project

investigates the possibility of using eye-tracking technology as an interface for systems intended to support the creation, exploration, and development of shape alternatives in conceptual design.

Project funded by:

Project partners:

Interpretation of Geometric Shapes

Page 3: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

The Designing with Vision project

is interested in exploring the possibilities of using eye-tracking technology as an interface for systems intended to support the creation, exploration, and development of design shape alternatives in conceptual design.

Project funded by:

Project partners:

Interpretation of Geometric Shapes

Page 4: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Project funded by:

Project partners:

Interpretation of Geometric Shapes

Page 5: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Project funded by:

Project partners:

Interpretation of Geometric Shapes

Page 6: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

The Designing with Vision project seeks to:

– Understand how eye-tracking technology can be used to recognise different interpretations of shapes.

– Build a computational design system that supports fluid design reinterpretation and exploration.

Project funded by:

Project partners:

Interpretation of Geometric Shapes

Page 7: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Project funded by:

Project partners:

Interpretation of Geometric Shapes

Computationalshape interpretation

The Designing with Vision project seeks to:

– Understand how eye-tracking technology can be used to recognise different interpretations of shapes.

– Build a computational design system that supports fluid design reinterpretation and exploration.

Page 8: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Computationalshape interpretation: recognition

Gross (2001)Back of an Envelope

The program has been trained to recognise ‘interesting’ shapes

The program has not been trained to recognise these shapes

Page 9: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Saund and Moran (1994)What You Perceive Is What You Get

Interpretation of Geometric Shapes

Computationalshape interpretation: selection

Gesture-based shape selection

Page 10: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Computationalshape interpretation: generation

Jowers et al. (2008)Design Synthesis and Shape Generation

Based on the shape grammar formalism (Stiny and Gips 1972)

Page 11: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Eye tracking andshape perception

Yarbus (1967)Eye movements and fixations are influenced by the viewer’s intent

Page 12: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Our study

– Analyse eye movement data with the objective to determine when a shape is recognised.

– Analyse eye movement data with the objective to determine which shape is selected.

Main Goals

Page 13: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Our study

z– Analyse eye movement data with the obj the moment when a shape is recognised..

Main Goals

We call it ‘Now moment’

Page 14: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Our study

The experiment7 participants3 tasks

Task 1

Find the square Find the arrow

Page 15: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Our study

The experiment7 participants3 tasks

Task 1

Find the square Find the arrow

Page 16: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Our study

The experiment7 participants3 tasks

Task 1

Page 17: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Our study

The experiment7 participants3 tasks

Task 2

Say which shapes each image is composed of

Page 18: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Our study

The experiment7 participants3 tasks

Task 2

Extract of participants’ transcript

Page 19: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Our study

The experiment7 participants3 tasks

Task 3

Find this shape in the following figures

Page 20: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Our study

The experiment7 participants3 tasks

Task 3

Page 21: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Main conclusions

Our results…

… support previous findings that indicate the relationship between saccade amplitude and fixation duration in visual fixations (Unema et al. 2005, Velichkovsky et al. 2005).

… show that fixation duration and saccade amplitude can be used as indicators of shape interpretation.

… support the hypothesis that eye movements could be used to select shapes in a natural and non intrusive way.

Page 22: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Future work

– Evaluate the data by means of statistical analysis.

– Examine whether fixation duration and saccade amplitude are also indicators of shape recognition in ‘designerly’ tasks.

– Explore ways to determine which shapes are selected.

– Build a computational drawing system that uses eye movement data to recognise any shape interpreted in a design.

Page 23: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Interpretation of Geometric Shapes

Future work

Experiments to determine which shape is interpreted

Development of Designing with Vision software

Page 24: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Project funded by:

Project partners:

Interpretation of Geometric Shapes

Page 25: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Project funded by:

Project partners:

Interpretation of Geometric Shapes

Page 26: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Project funded by:

Project partners:

Interpretation of Geometric Shapes

Page 27: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Project funded by:

Project partners:

Interpretation of Geometric Shapes

Page 28: Interpretation of Geometric Shapes Miquel Prats Steve Garner The Design Group The Open University UK ETRA – Eye Tracking Research & Applications 22-24

Project funded by:

Project partners:

Interpretation of Geometric Shapes

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