Matches in SemOpenAlex for { <https://semopenalex.org/work/W2395992997> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W2395992997 abstract "Image annotation is a very important task as the number of photographs has gone sky-high. This paper describes our participation in the ImageCLEF Large Scale Visual Concept Detection and Annotation Task 2009. We present the method used for our best run. Our approach is inspired from a recently proposed method where joint equal contribution (JEC) of simple global color and texture features can outperform the state-of-the-art annotation techniques [10]. Our idea is that if such simple features could do so well, then the combination of higher-level features would do even better. Study has shown that the concurrent use of saliency and gist of the scene is a major trait of human vision system. Therefore, in this preliminary study, we propose to explore the combination of different visual features at global, local and scene levels including global and local color, texture, and gist of the scene. The experiments confirm that higher-level features lead to better performance. Through the experiments, we also found that using 40 nearest neighbors and HSV, HSV (at saliency regions), HAAR, GIST (full scene), GIST (scene at the center) as features produce the best result.We finally identify the weakness in our approach and ways on how the system could be optimized and improved." @default.
- W2395992997 created "2016-06-24" @default.
- W2395992997 creator A5021167657 @default.
- W2395992997 creator A5084512417 @default.
- W2395992997 date "2009-01-01" @default.
- W2395992997 modified "2023-09-26" @default.
- W2395992997 title "Joint equal contribution of global and local features for image annotation" @default.
- W2395992997 cites W1566135517 @default.
- W2395992997 cites W1877469910 @default.
- W2395992997 cites W1968702067 @default.
- W2395992997 cites W2022501908 @default.
- W2395992997 cites W2100382397 @default.
- W2395992997 cites W2111993661 @default.
- W2395992997 cites W2124386111 @default.
- W2395992997 cites W2128272608 @default.
- W2395992997 cites W2146103513 @default.
- W2395992997 cites W2155803963 @default.
- W2395992997 cites W2158394179 @default.
- W2395992997 hasPublicationYear "2009" @default.
- W2395992997 type Work @default.
- W2395992997 sameAs 2395992997 @default.
- W2395992997 citedByCount "4" @default.
- W2395992997 countsByYear W23959929972012 @default.
- W2395992997 countsByYear W23959929972013 @default.
- W2395992997 crossrefType "proceedings-article" @default.
- W2395992997 hasAuthorship W2395992997A5021167657 @default.
- W2395992997 hasAuthorship W2395992997A5084512417 @default.
- W2395992997 hasConcept C153180895 @default.
- W2395992997 hasConcept C154945302 @default.
- W2395992997 hasConcept C159047783 @default.
- W2395992997 hasConcept C162324750 @default.
- W2395992997 hasConcept C187736073 @default.
- W2395992997 hasConcept C2522874641 @default.
- W2395992997 hasConcept C2776321320 @default.
- W2395992997 hasConcept C2780451532 @default.
- W2395992997 hasConcept C31972630 @default.
- W2395992997 hasConcept C36372059 @default.
- W2395992997 hasConcept C36464697 @default.
- W2395992997 hasConcept C41008148 @default.
- W2395992997 hasConcept C86803240 @default.
- W2395992997 hasConceptScore W2395992997C153180895 @default.
- W2395992997 hasConceptScore W2395992997C154945302 @default.
- W2395992997 hasConceptScore W2395992997C159047783 @default.
- W2395992997 hasConceptScore W2395992997C162324750 @default.
- W2395992997 hasConceptScore W2395992997C187736073 @default.
- W2395992997 hasConceptScore W2395992997C2522874641 @default.
- W2395992997 hasConceptScore W2395992997C2776321320 @default.
- W2395992997 hasConceptScore W2395992997C2780451532 @default.
- W2395992997 hasConceptScore W2395992997C31972630 @default.
- W2395992997 hasConceptScore W2395992997C36372059 @default.
- W2395992997 hasConceptScore W2395992997C36464697 @default.
- W2395992997 hasConceptScore W2395992997C41008148 @default.
- W2395992997 hasConceptScore W2395992997C86803240 @default.
- W2395992997 hasLocation W23959929971 @default.
- W2395992997 hasOpenAccess W2395992997 @default.
- W2395992997 hasPrimaryLocation W23959929971 @default.
- W2395992997 hasRelatedWork W1659781408 @default.
- W2395992997 hasRelatedWork W19595231 @default.
- W2395992997 hasRelatedWork W1975727372 @default.
- W2395992997 hasRelatedWork W1993084210 @default.
- W2395992997 hasRelatedWork W1993909886 @default.
- W2395992997 hasRelatedWork W1998865970 @default.
- W2395992997 hasRelatedWork W2019723326 @default.
- W2395992997 hasRelatedWork W2227098752 @default.
- W2395992997 hasRelatedWork W2556982393 @default.
- W2395992997 hasRelatedWork W2725337569 @default.
- W2395992997 hasRelatedWork W2739174254 @default.
- W2395992997 hasRelatedWork W2765701225 @default.
- W2395992997 hasRelatedWork W2911551453 @default.
- W2395992997 hasRelatedWork W2938472358 @default.
- W2395992997 hasRelatedWork W2952335662 @default.
- W2395992997 hasRelatedWork W3005834710 @default.
- W2395992997 hasRelatedWork W3009784909 @default.
- W2395992997 hasRelatedWork W3044794509 @default.
- W2395992997 hasRelatedWork W3100283098 @default.
- W2395992997 hasRelatedWork W3158852666 @default.
- W2395992997 hasVolume "1175" @default.
- W2395992997 isParatext "false" @default.
- W2395992997 isRetracted "false" @default.
- W2395992997 magId "2395992997" @default.
- W2395992997 workType "article" @default.