Matches in SemOpenAlex for { <https://semopenalex.org/work/W2117465293> ?p ?o ?g. }
Showing items 1 to 72 of
72
with 100 items per page.
- W2117465293 endingPage "16" @default.
- W2117465293 startingPage "9" @default.
- W2117465293 abstract "The recognition of handwritten digits is an application which has been used as a benchmark for comparing shape recognition methods. We train COSFIRE filters to be selective for different parts of handwritten digits. In analogy with the neurophysiological concept of population coding we use the responses of multiple COSFIRE filters as a shape descriptor of a handwritten digit. We demonstrate the effectiveness of the proposed approach on two data sets of handwritten digits: Western Arabic (MNIST) and Farsi for which we achieve high recognition rates of 99.52% and 99.33%, respectively. COSFIRE filters are conceptually simple, easy to implement and they are versatile trainable feature detectors. The shape descriptor that we propose is highly effective to the automatic recognition of handwritten digits." @default.
- W2117465293 created "2016-06-24" @default.
- W2117465293 creator A5027326994 @default.
- W2117465293 creator A5065962800 @default.
- W2117465293 date "2013-01-01" @default.
- W2117465293 modified "2023-09-26" @default.
- W2117465293 title "A Shape Descriptor Based on Trainable COSFIRE Filters for the Recognition of Handwritten Digits" @default.
- W2117465293 cites W1541623588 @default.
- W2117465293 cites W1942170028 @default.
- W2117465293 cites W1964121837 @default.
- W2117465293 cites W1974200853 @default.
- W2117465293 cites W1981068080 @default.
- W2117465293 cites W1994716798 @default.
- W2117465293 cites W2005108691 @default.
- W2117465293 cites W2024986448 @default.
- W2117465293 cites W2031325729 @default.
- W2117465293 cites W2033154814 @default.
- W2117465293 cites W2053290598 @default.
- W2117465293 cites W2057175746 @default.
- W2117465293 cites W2068246225 @default.
- W2117465293 cites W2068664402 @default.
- W2117465293 cites W2094150678 @default.
- W2117465293 cites W2103302826 @default.
- W2117465293 cites W2112796928 @default.
- W2117465293 cites W2113812271 @default.
- W2117465293 cites W2122047505 @default.
- W2117465293 cites W2158271210 @default.
- W2117465293 cites W2164352361 @default.
- W2117465293 doi "https://doi.org/10.1007/978-3-642-40246-3_2" @default.
- W2117465293 hasPublicationYear "2013" @default.
- W2117465293 type Work @default.
- W2117465293 sameAs 2117465293 @default.
- W2117465293 citedByCount "11" @default.
- W2117465293 countsByYear W21174652932014 @default.
- W2117465293 countsByYear W21174652932015 @default.
- W2117465293 countsByYear W21174652932016 @default.
- W2117465293 countsByYear W21174652932017 @default.
- W2117465293 countsByYear W21174652932018 @default.
- W2117465293 countsByYear W21174652932019 @default.
- W2117465293 countsByYear W21174652932022 @default.
- W2117465293 crossrefType "book-chapter" @default.
- W2117465293 hasAuthorship W2117465293A5027326994 @default.
- W2117465293 hasAuthorship W2117465293A5065962800 @default.
- W2117465293 hasBestOaLocation W21174652932 @default.
- W2117465293 hasConcept C153180895 @default.
- W2117465293 hasConcept C154945302 @default.
- W2117465293 hasConcept C28490314 @default.
- W2117465293 hasConcept C41008148 @default.
- W2117465293 hasConceptScore W2117465293C153180895 @default.
- W2117465293 hasConceptScore W2117465293C154945302 @default.
- W2117465293 hasConceptScore W2117465293C28490314 @default.
- W2117465293 hasConceptScore W2117465293C41008148 @default.
- W2117465293 hasLocation W21174652931 @default.
- W2117465293 hasLocation W21174652932 @default.
- W2117465293 hasOpenAccess W2117465293 @default.
- W2117465293 hasPrimaryLocation W21174652931 @default.
- W2117465293 hasRelatedWork W1978450727 @default.
- W2117465293 hasRelatedWork W2033914206 @default.
- W2117465293 hasRelatedWork W2146076056 @default.
- W2117465293 hasRelatedWork W2163831990 @default.
- W2117465293 hasRelatedWork W2368779261 @default.
- W2117465293 hasRelatedWork W2378160586 @default.
- W2117465293 hasRelatedWork W2794438528 @default.
- W2117465293 hasRelatedWork W2893763841 @default.
- W2117465293 hasRelatedWork W3003836766 @default.
- W2117465293 hasRelatedWork W3107474891 @default.
- W2117465293 isParatext "false" @default.
- W2117465293 isRetracted "false" @default.
- W2117465293 magId "2117465293" @default.
- W2117465293 workType "book-chapter" @default.