| Paper Abstract and Keywords |
| Presentation |
2007-07-19 16:40
An Application of Fuzzy Reasoning to Image Object Extraction and Recognition
Tatsuya Miyaguchi, Yoshihisa Takahashi, Hisakazu Kikuchi, Shogo Muramatsu (Niigata Univ.), Junichi Kobayashi (Power Assist) |
| Abstract |
(in Japanese) |
(See Japanese page) |
| (in English) |
Fuzzy reasoning is a method to make machines reason by themselves. Fuzzy reasoning gives the degree of likelihood for which an element in issue belongs to the set, whereas the ordinary set theory gives one of two states
whether the element belongs to the set. This is referred to as fuzzification. The reasoning is done in accordance with the fuzzy rules defined with the fuzzified values in advance. The output is the defuzzified value of the reasoning result. Becouse of these reasoning processes, fuzzy reasoning is accepted as an easy and effective method for the expression of the human empirical knowledge. This paper proposes a system that makes extraction and classification of objects in an image. The system consists of a preprocessing, feature extraction and classification processes with
fuzzy reasoning. |
| Keyword |
(in Japanese) |
(See Japanese page) |
| (in English) |
Fuzzy / Feature extraction / Classification / / / / / |
| Reference Info. |
IEICE Tech. Rep., vol. 107, pp. 37-42, July 2007. |
| Paper # |
|
| Date of Issue |
2007-07-12 (MoMuC) |
| ISSN |
Print edition: ISSN 0913-5685 Online edition: ISSN 2432-6380 |
| Download PDF |
|
| Conference Information |
| Committee |
IPSJ-AVM MoNA |
| Conference Date |
2007-07-19 - 2007-07-20 |
| Place (in Japanese) |
(See Japanese page) |
| Place (in English) |
Niigata Univ. |
| Topics (in Japanese) |
(See Japanese page) |
| Topics (in English) |
Multimedia Application for Next Generation High-speed Mobile Access |
| Paper Information |
| Registration To |
IPSJ-AVM |
| Conference Code |
2007-07-IPSJ-AVM-MoMuC |
| Language |
Japanese |
| Title (in Japanese) |
(See Japanese page) |
| Sub Title (in Japanese) |
(See Japanese page) |
| Title (in English) |
An Application of Fuzzy Reasoning to Image Object Extraction and Recognition |
| Sub Title (in English) |
|
| Keyword(1) |
Fuzzy |
| Keyword(2) |
Feature extraction |
| Keyword(3) |
Classification |
| Keyword(4) |
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| Keyword(5) |
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| Keyword(6) |
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| 1st Author's Name |
Tatsuya Miyaguchi |
| 1st Author's Affiliation |
Niigata University (Niigata Univ.) |
| 2nd Author's Name |
Yoshihisa Takahashi |
| 2nd Author's Affiliation |
Niigata University (Niigata Univ.) |
| 3rd Author's Name |
Hisakazu Kikuchi |
| 3rd Author's Affiliation |
Niigata University (Niigata Univ.) |
| 4th Author's Name |
Shogo Muramatsu |
| 4th Author's Affiliation |
Niigata University (Niigata Univ.) |
| 5th Author's Name |
Junichi Kobayashi |
| 5th Author's Affiliation |
Power Assist (Power Assist) |
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| Speaker |
Author-1 |
| Date Time |
2007-07-19 16:40:00 |
| Presentation Time |
25 minutes |
| Registration for |
IPSJ-AVM |
| Paper # |
MoMuC2007-31 |
| Volume (vol) |
vol.107 |
| Number (no) |
no.150 |
| Page |
pp.37-42 |
| #Pages |
6 |
| Date of Issue |
2007-07-12 (MoMuC) |