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Experiments with Highleyman's Data
April 1968 (vol. 17 no. 4)
pp. 399-401
ASCII Text
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J.H. Munson, R.O. Duda, P.E. Hart, "Experiments with Highleyman's Data," IEEE Transactions on Computers, vol. 17, no. 4, pp. 399-401, April, 1968.
 
 
BibTex
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@article{ 10.1109/TC.1968.229391,
author = {J.H. Munson and R.O. Duda and P.E. Hart},
title = {Experiments with Highleyman's Data},
journal ={IEEE Transactions on Computers},
volume = {17},
number = {4},
issn = {0018-9340},
year = {1968},
pages = {399-401},
doi = {http://doi.ieeecomputersociety.org/10.1109/TC.1968.229391},
publisher = {IEEE Computer Society},
address = {Los Alamitos, CA, USA},
}
 
 
RefWorks Procite/RefMan/Endnote
x 
 
TY - JOUR
JO - IEEE Transactions on Computers
TI - Experiments with Highleyman's Data
IS - 4
SN - 0018-9340
SP399
EP401
EPD - 399-401
A1 - J.H. Munson,
A1 - R.O. Duda,
A1 - P.E. Hart,
PY - 1968
KW - Index Terms?Character recognition
KW - classification
KW - feature extraction
KW - human performance
KW - nearest-neighbor classification
KW - pattern recognition
KW - preprocessing.
VL - 17
JA - IEEE Transactions on Computers
ER -
 
Abstract?The results of three experiments with Highleyman's hand-printed characters are reported. Nearest-neighbor classification is used to explain the high error rates (42 to 60 percent) obtained by general statistical procedures. An error rate of 32 percent is obtained by preceding piecewise-linear classification by edge-detecting preprocessing. The minimum human error rate is estimated, and suggested as a performance standard.
Index Terms:
Index Terms?Character recognition, classification, feature extraction, human performance, nearest-neighbor classification, pattern recognition, preprocessing.
Citation:
J.H. Munson, R.O. Duda, P.E. Hart, "Experiments with Highleyman's Data," IEEE Transactions on Computers, vol. 17, no. 4, pp. 399-401, April 1968, doi:10.1109/TC.1968.229391
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