FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2028897535> ?p ?o ?g. }

• W2028897535 abstract "We compare features and classification methods to locate deciduous trees in images. From this comparison we conclude that a back-propagation neural network achieves better classification results than the other classifiers we tested. Our analysis of the relevance of 51 features from seven feature extraction methods based on the graylevel co-occurrence matrix, Gabor filters, fractal dimension, steerable filters, the Fourier transform, entropy, and color shows that each feature contributes important information. We show how we obtain a 13-feature subset that significantly reduces the feature extraction time while retaining most of the complete feature set's power and robustness. The best subsets of features were found to be combinations of features of each of the extraction methods. Methods for classification and feature relevance determination that are based on the covariance or correlation matrix of the features (such as eigenanalyses or linear or quadratic classifiers) generally cannot be used, since even small sets of features are usually highly linearly redundant, rendering their covariance or correlation matrices too singular to be invertible. We argue that representing deciduous trees and many other objects by rich image descriptions can significantly aid their classification. We make no assumptions about the shape, location, viewpoint, viewing distance, lighting conditions, and camera parameters, and we only expect scanning methods and compression schemes to retain a “reasonable” image quality." @default.
• W2028897535 created "2016-06-24" @default.
• W2028897535 creator A5030469716 @default.
• W2028897535 creator A5040007322 @default.
• W2028897535 date "1999-07-01" @default.
• W2028897535 modified "2023-09-27" @default.
• W2028897535 title "Features and Classification Methods to Locate Deciduous Trees in Images" @default.
• W2028897535 cites W1570513731 @default.
• W2028897535 cites W1991605728 @default.
• W2028897535 cites W2001619934 @default.
• W2028897535 cites W2007060969 @default.
• W2028897535 cites W2018038558 @default.
• W2028897535 cites W2039612688 @default.
• W2028897535 cites W2040271314 @default.
• W2028897535 cites W2044465660 @default.
• W2028897535 cites W2055653482 @default.
• W2028897535 cites W2063603851 @default.
• W2028897535 cites W2098693229 @default.
• W2028897535 cites W2103496339 @default.
• W2028897535 cites W2104825706 @default.
• W2028897535 cites W2117395697 @default.
• W2028897535 cites W2120587770 @default.
• W2028897535 cites W2123959143 @default.
• W2028897535 cites W2125148312 @default.
• W2028897535 cites W2133104891 @default.
• W2028897535 cites W2144679084 @default.
• W2028897535 cites W2148695089 @default.
• W2028897535 cites W2158270878 @default.
• W2028897535 cites W2161596194 @default.
• W2028897535 cites W2164191889 @default.
• W2028897535 cites W2171096036 @default.
• W2028897535 cites W2340480757 @default.
• W2028897535 cites W2563709626 @default.
• W2028897535 cites W2795739367 @default.
• W2028897535 cites W2797114046 @default.
• W2028897535 cites W2973818247 @default.
• W2028897535 cites W3121126077 @default.
• W2028897535 cites W3141855544 @default.
• W2028897535 doi "https://doi.org/10.1006/cviu.1999.0769" @default.
• W2028897535 hasPublicationYear "1999" @default.
• W2028897535 type Work @default.
• W2028897535 sameAs 2028897535 @default.
• W2028897535 citedByCount "35" @default.
• W2028897535 countsByYear W20288975352013 @default.
• W2028897535 countsByYear W20288975352014 @default.
• W2028897535 countsByYear W20288975352015 @default.
• W2028897535 countsByYear W20288975352017 @default.
• W2028897535 countsByYear W20288975352020 @default.
• W2028897535 crossrefType "journal-article" @default.
• W2028897535 hasAuthorship W2028897535A5030469716 @default.
• W2028897535 hasAuthorship W2028897535A5040007322 @default.
• W2028897535 hasConcept C104317684 @default.
• W2028897535 hasConcept C106301342 @default.
• W2028897535 hasConcept C11413529 @default.
• W2028897535 hasConcept C121332964 @default.
• W2028897535 hasConcept C138885662 @default.
• W2028897535 hasConcept C153180895 @default.
• W2028897535 hasConcept C154945302 @default.
• W2028897535 hasConcept C185142706 @default.
• W2028897535 hasConcept C185592680 @default.
• W2028897535 hasConcept C2776401178 @default.
• W2028897535 hasConcept C31972630 @default.
• W2028897535 hasConcept C33923547 @default.
• W2028897535 hasConcept C41008148 @default.
• W2028897535 hasConcept C41895202 @default.
• W2028897535 hasConcept C52622490 @default.
• W2028897535 hasConcept C55493867 @default.
• W2028897535 hasConcept C62520636 @default.
• W2028897535 hasConcept C63479239 @default.
• W2028897535 hasConcept C70518039 @default.
• W2028897535 hasConceptScore W2028897535C104317684 @default.
• W2028897535 hasConceptScore W2028897535C106301342 @default.
• W2028897535 hasConceptScore W2028897535C11413529 @default.
• W2028897535 hasConceptScore W2028897535C121332964 @default.
• W2028897535 hasConceptScore W2028897535C138885662 @default.
• W2028897535 hasConceptScore W2028897535C153180895 @default.
• W2028897535 hasConceptScore W2028897535C154945302 @default.
• W2028897535 hasConceptScore W2028897535C185142706 @default.
• W2028897535 hasConceptScore W2028897535C185592680 @default.
• W2028897535 hasConceptScore W2028897535C2776401178 @default.
• W2028897535 hasConceptScore W2028897535C31972630 @default.
• W2028897535 hasConceptScore W2028897535C33923547 @default.
• W2028897535 hasConceptScore W2028897535C41008148 @default.
• W2028897535 hasConceptScore W2028897535C41895202 @default.
• W2028897535 hasConceptScore W2028897535C52622490 @default.
• W2028897535 hasConceptScore W2028897535C55493867 @default.
• W2028897535 hasConceptScore W2028897535C62520636 @default.
• W2028897535 hasConceptScore W2028897535C63479239 @default.
• W2028897535 hasConceptScore W2028897535C70518039 @default.
• W2028897535 hasLocation W20288975351 @default.
• W2028897535 hasOpenAccess W2028897535 @default.
• W2028897535 hasPrimaryLocation W20288975351 @default.
• W2028897535 hasRelatedWork W1710229081 @default.
• W2028897535 hasRelatedWork W1843753450 @default.
• W2028897535 hasRelatedWork W1964164530 @default.
• W2028897535 hasRelatedWork W1964763187 @default.
• W2028897535 hasRelatedWork W1993779013 @default.
• W2028897535 hasRelatedWork W2004037047 @default.
• W2028897535 hasRelatedWork W2009071380 @default.
• W2028897535 hasRelatedWork W2044465660 @default.

• next