Matches in SemOpenAlex for { <https://semopenalex.org/work/W2023389745> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W2023389745 abstract "A block structured neural feature extraction system is proposed whose distortion tolerance is built up gradually by successive blocks in a pipeline architecture. The system consists of only feedforward neural networks, allowing efficient parallel implementation. The feature extraction is based on distortion-tolerant Gabor transformation and minimum distortion clustering by hierarchical self-organizing feature maps (SOFM). Due to unsupervised learning strategy, there is no need for preclassified training samples or other explicit selection for training patterns during the training. A subspace classifier implementation on top of the feature extractor is demonstrated. The current experiments indicate that the feature space has sufficient resolution power for a small number of classes with rather strong distortions. The amount of supervised training required is very small, due to many unsupervised stages refining the data to be suitable for classification." @default.
- W2023389745 created "2016-06-24" @default.
- W2023389745 creator A5007145779 @default.
- W2023389745 date "1991-08-01" @default.
- W2023389745 modified "2023-09-27" @default.
- W2023389745 title "<title>Feature extractor giving distortion invariant hierarchical feature space</title>" @default.
- W2023389745 cites W1564660545 @default.
- W2023389745 cites W1974667023 @default.
- W2023389745 cites W1991848143 @default.
- W2023389745 cites W2002862963 @default.
- W2023389745 cites W2003454866 @default.
- W2023389745 cites W2008130267 @default.
- W2023389745 cites W2019904254 @default.
- W2023389745 cites W2023963201 @default.
- W2023389745 cites W2037474041 @default.
- W2023389745 cites W206230265 @default.
- W2023389745 cites W2095252241 @default.
- W2023389745 cites W2100115174 @default.
- W2023389745 cites W2101926813 @default.
- W2023389745 cites W2160060889 @default.
- W2023389745 cites W2766736793 @default.
- W2023389745 doi "https://doi.org/10.1117/12.45021" @default.
- W2023389745 hasPublicationYear "1991" @default.
- W2023389745 type Work @default.
- W2023389745 sameAs 2023389745 @default.
- W2023389745 citedByCount "5" @default.
- W2023389745 crossrefType "proceedings-article" @default.
- W2023389745 hasAuthorship W2023389745A5007145779 @default.
- W2023389745 hasConcept C117978034 @default.
- W2023389745 hasConcept C126780896 @default.
- W2023389745 hasConcept C127413603 @default.
- W2023389745 hasConcept C138885662 @default.
- W2023389745 hasConcept C153180895 @default.
- W2023389745 hasConcept C154945302 @default.
- W2023389745 hasConcept C190470478 @default.
- W2023389745 hasConcept C194257627 @default.
- W2023389745 hasConcept C21880701 @default.
- W2023389745 hasConcept C2776257435 @default.
- W2023389745 hasConcept C2776401178 @default.
- W2023389745 hasConcept C33923547 @default.
- W2023389745 hasConcept C37914503 @default.
- W2023389745 hasConcept C41008148 @default.
- W2023389745 hasConcept C41895202 @default.
- W2023389745 hasConcept C52622490 @default.
- W2023389745 hasConcept C76155785 @default.
- W2023389745 hasConcept C83665646 @default.
- W2023389745 hasConceptScore W2023389745C117978034 @default.
- W2023389745 hasConceptScore W2023389745C126780896 @default.
- W2023389745 hasConceptScore W2023389745C127413603 @default.
- W2023389745 hasConceptScore W2023389745C138885662 @default.
- W2023389745 hasConceptScore W2023389745C153180895 @default.
- W2023389745 hasConceptScore W2023389745C154945302 @default.
- W2023389745 hasConceptScore W2023389745C190470478 @default.
- W2023389745 hasConceptScore W2023389745C194257627 @default.
- W2023389745 hasConceptScore W2023389745C21880701 @default.
- W2023389745 hasConceptScore W2023389745C2776257435 @default.
- W2023389745 hasConceptScore W2023389745C2776401178 @default.
- W2023389745 hasConceptScore W2023389745C33923547 @default.
- W2023389745 hasConceptScore W2023389745C37914503 @default.
- W2023389745 hasConceptScore W2023389745C41008148 @default.
- W2023389745 hasConceptScore W2023389745C41895202 @default.
- W2023389745 hasConceptScore W2023389745C52622490 @default.
- W2023389745 hasConceptScore W2023389745C76155785 @default.
- W2023389745 hasConceptScore W2023389745C83665646 @default.
- W2023389745 hasLocation W20233897451 @default.
- W2023389745 hasOpenAccess W2023389745 @default.
- W2023389745 hasPrimaryLocation W20233897451 @default.
- W2023389745 hasRelatedWork W1977222486 @default.
- W2023389745 hasRelatedWork W2049538278 @default.
- W2023389745 hasRelatedWork W2115092356 @default.
- W2023389745 hasRelatedWork W2146076056 @default.
- W2023389745 hasRelatedWork W2385132419 @default.
- W2023389745 hasRelatedWork W2546942002 @default.
- W2023389745 hasRelatedWork W2765332597 @default.
- W2023389745 hasRelatedWork W2772780115 @default.
- W2023389745 hasRelatedWork W2811390910 @default.
- W2023389745 hasRelatedWork W4226255394 @default.
- W2023389745 isParatext "false" @default.
- W2023389745 isRetracted "false" @default.
- W2023389745 magId "2023389745" @default.
- W2023389745 workType "article" @default.