Learning and Geometry: Computational Approaches

Name: Learning and Geometry: Computational Approaches
Brand: Springer-Verlag New York Inc.
SKU: 9781461286462
Price: 424.83 PLN
Availability: InStock

Autor: David Kueker, Carl Smith

Język:

Oprawa: Miękka

Wydawca: Springer-Verlag New York Inc.

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The field of computational learning theory arose out of the desire to for mally understand the proce...

Informacje o książce

Autor

David Kueker, Carl Smith

Język

Angielski

Oprawa

Książka - Miękka

Data wydania

2011

strony

212

EAN

9781461286462

ISBN

9781461286462

Enbook ID

06622647

Wydawca

Springer-Verlag New York Inc.

Waga

445

Wymiary

178 x 254 x 13

Pełny opis

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.

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