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Mobility Aid For The Blind By Amir Gonnen
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The oldest aids Walking Cane Guide dog Problems: – Skills and Training phase – Range – Very little information conveyed
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A Technological Solution Information about the environment Digital Processing Perceptual input perceived by the blind SensorComputerOutput Device This is where I’m going to focus
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Recent Developments Soundscapes from “The vOICe” “Stereo vision system for the Visually Impaired”, University of Guelph, Canada The “NavBelt” The “GuideCane”
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“ The vOICe ” “ The vOICe ”
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Stereo Vision
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The “ NavBelt ”
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The “ GuideCane ”
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Problems Too much information Missing sub-conscious vision processes – Interpretation of a continuous 2D signal into a set of recognizable objects in a 3D space – Movement velocity and direction
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Solution Emulating some of the sub- conscious processes in a computer Describe the world as a set of objects in a 3D space
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Intro to the Simulation
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Do We Get A Better Perception? The Simulation: – A 3D room with several objects – Each object has its own sound The sound is located at the object – Stereo sound the direction of the object – Volume How far is the object The beat scanner – divides the field view into sectors – More accurate perceptual direction
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More About the Simulation The simulation solves several problems: – How to separate sounds of different objects, so that not all objects will be heard at once ? – How to give a good indication of object’s type, direction and distance at the same time ? Tradeoff between Resolution in Time and in Space.
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Experiment Let the subject close her eyes and guess which object is visible, its direction and its distance. Results: – Recognition was correct in 80%-90% of the cases. – Notable improvement over time.
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Experiment Video
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Conclusion Still a lot of work to be done – Computer vision: how do we recognize objects on 3D space using a raw 2D signal ? – How do we assign sounds to different objects ? – How much information can be perceived using sound in a given time frame ? Real progress could be achieved when we understand and able to emulate the cognitive processes of human vision
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