cognitive systems foresight 3d vision. cognitive systems foresight what are the potential...
Post on 02-Jan-2016
213 Views
Preview:
TRANSCRIPT
Cognitive SystemsForesight
3D Vision
Cognitive SystemsForesight
• What are the potential implications of computer vision research for the study of biological vision, in areas other than 3D perception?
• Methods of representation• Does the brain develop a representation?
• Understanding/modelling the statistics involved• Theory of object recognition
• Are there general purpose computational/biological vision systems?• Biological systems appear to possess fixation?
• Mapping and path planning
• Additional questions:• Does the brain perform matrix multiplication? • Does the brain need a geometric model (a
coordinate system) for image recognition? 2D? 3D?• What is the purpose of vision?
3D Vision
Cognitive SystemsForesight
• More generally, what are the potential influences from the study of computational cognitive systems on the study of biological ones?
• Learning how the brain builds models of objects/environments• How to model moving versus stationary objects• Do biological representations follow the laws of geometry?
• If so, how do they scale?• How to integrate biological models built at different
times, orientations, or locations• Does the brain keep our representations?
• If so, how does it use them?• Mosaic of environment
3D Vision
Cognitive SystemsForesight
• What are the potential applications for society of the study of biological or computational vision systems?
• Biomedical imaging applications• Helping the blind: visual prostheses, visual preprocessors• Vehicle guidance, autonomous robots• Gesture recognition, multimedia systems• Neuropsychology:
• How do some pathologies disrupt the understanding of the meaning of objects?
• Can we learn about vision mechanisms from studying faulty systems?• Object/face recognition• Entertainment industry:
• Artificial actors, computer games• Surveillance: scene comprehension• Cybernetics: bionic man!
3D Vision
top related