Object Recognition with Imperfect Perception and Redundant Description

التفاصيل البيبلوغرافية
العنوان: Object Recognition with Imperfect Perception and Redundant Description
المؤلفون: Barrouil, Claude, Lemaire, Jerome
سنة النشر: 2013
المجموعة: Computer Science
مصطلحات موضوعية: Computer Science - Computer Vision and Pattern Recognition, Computer Science - Artificial Intelligence
الوصف: This paper deals with a scene recognition system in a robotics contex. The general problem is to match images with a priori descriptions. A typical mission would consist in identifying an object in an installation with a vision system situated at the end of a manipulator and with a human operator provided description, formulated in a pseudo-natural language, and possibly redundant. The originality of this work comes from the nature of the description, from the special attention given to the management of imprecision and uncertainty in the interpretation process and from the way to assess the description redundancy so as to reinforce the overall matching likelihood.
Comment: Appears in Proceedings of the Twelfth Conference on Uncertainty in Artificial Intelligence (UAI1996)
نوع الوثيقة: Working Paper
URL الوصول: http://arxiv.org/abs/1302.3556
رقم الانضمام: edsarx.1302.3556
قاعدة البيانات: arXiv