IEEE - Institute of Electrical and Electronics Engineers, Inc. - Training a New Instrument to Measure Cotton Fiber Maturity Using Transfer Learning

Author(s): Chris Turner ; Hamed Sari-Sarraf ; Eric Hequet
Sponsor(s): IEEE Instrumentation and Measurement Society
Publisher: IEEE - Institute of Electrical and Electronics Engineers, Inc.
Publication Date: 1 July 2017
Volume: 66
Page(s): 1,668 - 1,678
ISSN (Electronic): 1557-9662
ISSN (Paper): 0018-9456
DOI: 10.1109/TIM.2017.2666203
Regular:

This paper presents a novel transfer learning regression method that utilizes data from an older instrument to train a new instrument to assess the same measurement. The method assumes that the... View More

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