Learning and Geometry Computational Approaches is popular PDF and ePub book, written by David Kueker in 2012-12-06, it is a fantastic choice for those who relish reading online the Computers genre. Let's immerse ourselves in this engaging Computers book by exploring the summary and details provided below. Remember, Learning and Geometry Computational Approaches can be Read Online from any device for your convenience.
Learning and Geometry Computational Approaches Book PDF Summary
The field of computational learning theory arose out of the desire to for mally understand the process of learning. As potential applications to artificial intelligence became apparent, the new field grew rapidly. The learning of geo metric objects became a natural area of study. The possibility of using learning techniques to compensate for unsolvability provided an attraction for individ uals with an immediate need to solve such difficult problems. Researchers at the Center for Night Vision were interested in solving the problem of interpreting data produced by a variety of sensors. Current vision techniques, which have a strong geometric component, can be used to extract features. However, these techniques fall short of useful recognition of the sensed objects. One potential solution is to incorporate learning techniques into the geometric manipulation of sensor data. As a first step toward realizing such a solution, the Systems Research Center at the University of Maryland, in conjunction with the Center for Night Vision, hosted a Workshop on Learning and Geometry in January of 1991. Scholars in both fields came together to learn about each others' field and to look for common ground, with the ultimate goal of providing a new model of learning from geometrical examples that would be useful in computer vision. The papers in the volume are a partial record of that meeting.
Detail Book of Learning and Geometry Computational Approaches PDF
- Author : David Kueker
- Release : 06 December 2012
- Publisher : Springer Science & Business Media
- ISBN : 9781461240884
- Genre : Computers
- Total Page : 217 pages
- Language : English
- PDF File Size : 15,7 Mb
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