Frontiers in Computer Vision: NSF White Paper

TítuloFrontiers in Computer Vision: NSF White Paper
Publication TypeReport
Year of Publication2010
AuthorsYuille A, Oliva A
InstitutionFrontiers in Computer Vision
CityCambridge, EEUU
Palabras claveChallenges, computer vision, Frontiers, Historical Perspective, Impact
Abstract
Computer vision started with the goal of building machines that can see like humans and perform perception for robots, but it has become much broader than that. Applications such as image database search in the world wide web, computational photography, biological imaging, vision for graphics, GIS, biometrics, vision for nanotechnology, were unanticipated and other applications keep arising as computer vision technology develops. Areas such as document analysis and medical image analysis have developed rapidly and have their own conferences. As our computers achieve even a crude understanding of video imagery, computer vision will profoundly change our lives as visual sensors becomes increasingly ubiquitous and enable us to transcend current human limitations. Rapid developments in supportive technologies -- such as digital cameras and computers -- ensure that computer vision systems will become increasingly more capable and affordable. Moreover, the field of robotics itself has enormous potential to revolutionize manufacturing, to provide service by assistive robots, to perform medical surgery -- applications which all require perceptual in put from computer vision systems. In addition, there are many applications to defense, homeland security, and the intelligence community.
URLhttp://www.frontiersincomputervision.com/WhitePaperInvite.pdf
Texto completo: 

Lista de reviews

White paper del workshop "Frontiers in Computer Vision" que se realizó en 2011. Está escrito por dos referentes de área. Muy recomendado para leer, ya que si bien no se habla de open problems, si hace una reseña de la importancia de CV, su relación con la industria, breve historia y desafios que la CV tiene como disciplina.