Web-based evaluation and deployment of pattern recognizers

This paper describes a framework for the automatic Web-based evaluation and deployment of pattern recognizers. Several usage modes are identified and the issues and tradeoffs involved in designing Web-based evaluation systems are discussed. The system operates by exchanging XML messages between a re...

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Bibliographic Details
Main Author: Lucas, S.M.
Format: Conference Proceeding
Language:English
Subjects:
Computer science
Image databases
Job design
Pattern recognition
Software algorithms
Sorting
Testing
Uniform resource locators
Web server
XML
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Description
Summary:This paper describes a framework for the automatic Web-based evaluation and deployment of pattern recognizers. Several usage modes are identified and the issues and tradeoffs involved in designing Web-based evaluation systems are discussed. The system operates by exchanging XML messages between a recognition client and an evaluation server. HTTP POST is used for message exchange, which works through most firewalls. To use the system a researcher downloads a simple evaluation client, and then uses this client to invoke their recognizer. The recognizer must implement a simple problem-specific interface. The system is illustrated with the aid of a sequence recognition example.
ISSN:1051-4651
2831-7475
DOI:10.1109/ICPR.2002.1047936