Matches in SemOpenAlex for { <https://semopenalex.org/work/W331902076> ?p ?o ?g. }
Showing items 1 to 100 of
100
with 100 items per page.
- W331902076 abstract "This paper is intended as a discussion document and was written specifically for a workshop on Psychophysics and Computer Vision organised for the BMVA in November 2006. The views contained constitute a positional statement, outlining issues relating to identification of algorithms from the area of computer vision/pattern recognition as candidate models of human perception. The main motivation for this document is the observation that many problems tackled by those working in computer vision and pattern recognition can be seen as ill-posed (theoretically un-solvable). However intriguing this may sound, this can raise serious problems. This paper attempts to explore the consequences from the standpoint of conventional statistics. The work presented here focuses on attempts to extract meaningful low dimensional descriptions of high dimensional data. Such problems are considered key to topics such as machine/computer vision and more general aspects of data mining. The arguments enclosed are quite involved and assume more than a passing knowledge of standard methods (PCA, Kernel PCA). However, in this form it may serve as a consciousness raiser for those who are not aware of one important issue. Specifically, it is incorrect to believe that data can generally be analysed in the absence of measurement errors. Any comments on the opinions presented here will be welcomed." @default.
- W331902076 created "2016-06-24" @default.
- W331902076 creator A5049929595 @default.
- W331902076 creator A5065143215 @default.
- W331902076 date "2006-01-01" @default.
- W331902076 modified "2023-09-24" @default.
- W331902076 title "Statistical Principles for Selection of Computer Vision Algorithms as Modules for Visual Perception - Show Me the Errors." @default.
- W331902076 cites W13740476 @default.
- W331902076 cites W1554663460 @default.
- W331902076 cites W1982372699 @default.
- W331902076 cites W2062355713 @default.
- W331902076 cites W2089700743 @default.
- W331902076 cites W2100455931 @default.
- W331902076 cites W2110899164 @default.
- W331902076 cites W2113310322 @default.
- W331902076 cites W2134312057 @default.
- W331902076 cites W2136111243 @default.
- W331902076 cites W2140095548 @default.
- W331902076 cites W2142596017 @default.
- W331902076 cites W2142635246 @default.
- W331902076 cites W2159629824 @default.
- W331902076 cites W2170120409 @default.
- W331902076 cites W2253918014 @default.
- W331902076 cites W2408227189 @default.
- W331902076 hasPublicationYear "2006" @default.
- W331902076 type Work @default.
- W331902076 sameAs 331902076 @default.
- W331902076 citedByCount "0" @default.
- W331902076 crossrefType "journal-article" @default.
- W331902076 hasAuthorship W331902076A5049929595 @default.
- W331902076 hasAuthorship W331902076A5065143215 @default.
- W331902076 hasConcept C107457646 @default.
- W331902076 hasConcept C111472728 @default.
- W331902076 hasConcept C11413529 @default.
- W331902076 hasConcept C116834253 @default.
- W331902076 hasConcept C119857082 @default.
- W331902076 hasConcept C138885662 @default.
- W331902076 hasConcept C154945302 @default.
- W331902076 hasConcept C15744967 @default.
- W331902076 hasConcept C162324750 @default.
- W331902076 hasConcept C169760540 @default.
- W331902076 hasConcept C186720457 @default.
- W331902076 hasConcept C200220432 @default.
- W331902076 hasConcept C202532154 @default.
- W331902076 hasConcept C2522767166 @default.
- W331902076 hasConcept C26760741 @default.
- W331902076 hasConcept C2777026412 @default.
- W331902076 hasConcept C41008148 @default.
- W331902076 hasConcept C539667460 @default.
- W331902076 hasConcept C59822182 @default.
- W331902076 hasConcept C81917197 @default.
- W331902076 hasConcept C86803240 @default.
- W331902076 hasConceptScore W331902076C107457646 @default.
- W331902076 hasConceptScore W331902076C111472728 @default.
- W331902076 hasConceptScore W331902076C11413529 @default.
- W331902076 hasConceptScore W331902076C116834253 @default.
- W331902076 hasConceptScore W331902076C119857082 @default.
- W331902076 hasConceptScore W331902076C138885662 @default.
- W331902076 hasConceptScore W331902076C154945302 @default.
- W331902076 hasConceptScore W331902076C15744967 @default.
- W331902076 hasConceptScore W331902076C162324750 @default.
- W331902076 hasConceptScore W331902076C169760540 @default.
- W331902076 hasConceptScore W331902076C186720457 @default.
- W331902076 hasConceptScore W331902076C200220432 @default.
- W331902076 hasConceptScore W331902076C202532154 @default.
- W331902076 hasConceptScore W331902076C2522767166 @default.
- W331902076 hasConceptScore W331902076C26760741 @default.
- W331902076 hasConceptScore W331902076C2777026412 @default.
- W331902076 hasConceptScore W331902076C41008148 @default.
- W331902076 hasConceptScore W331902076C539667460 @default.
- W331902076 hasConceptScore W331902076C59822182 @default.
- W331902076 hasConceptScore W331902076C81917197 @default.
- W331902076 hasConceptScore W331902076C86803240 @default.
- W331902076 hasLocation W3319020761 @default.
- W331902076 hasOpenAccess W331902076 @default.
- W331902076 hasPrimaryLocation W3319020761 @default.
- W331902076 hasRelatedWork W1251417241 @default.
- W331902076 hasRelatedWork W1492800748 @default.
- W331902076 hasRelatedWork W1516082290 @default.
- W331902076 hasRelatedWork W188500496 @default.
- W331902076 hasRelatedWork W1964153061 @default.
- W331902076 hasRelatedWork W1966425179 @default.
- W331902076 hasRelatedWork W2033114664 @default.
- W331902076 hasRelatedWork W2045174901 @default.
- W331902076 hasRelatedWork W205488911 @default.
- W331902076 hasRelatedWork W2079931980 @default.
- W331902076 hasRelatedWork W2081590851 @default.
- W331902076 hasRelatedWork W2095638599 @default.
- W331902076 hasRelatedWork W2105238143 @default.
- W331902076 hasRelatedWork W2166936399 @default.
- W331902076 hasRelatedWork W2170709849 @default.
- W331902076 hasRelatedWork W2344394028 @default.
- W331902076 hasRelatedWork W2475327816 @default.
- W331902076 hasRelatedWork W2541563305 @default.
- W331902076 hasRelatedWork W2558720773 @default.
- W331902076 hasRelatedWork W2827853180 @default.
- W331902076 isParatext "false" @default.
- W331902076 isRetracted "false" @default.
- W331902076 magId "331902076" @default.
- W331902076 workType "article" @default.