Matches in SemOpenAlex for { <https://semopenalex.org/work/W2592649868> ?p ?o ?g. }
Showing items 1 to 96 of
96
with 100 items per page.
- W2592649868 abstract "Vehicle identification is one of the frequently studied problems in video surveillance. Commonly, identifying an unknown vehicle object requires a large amount of training instances. Unfortunately, in the large parking scenario, the cost may be prohibitively expensive because of the finitely waiting time from the car owners. In this paper, we show that it is possible to identify a registered vehicle using a single training example. The key insight is that, the human visually representative properties, such as overall appearance and local texture, are described using colors and histogram of oriented gradient (HOG). They are firstly extracted from each patch to form the fundamental representation. After that, the well developed locality-constrained linear coding (LLC) technique is employed to learn a more informative representation. Next, with nearest neighbors (NN) servers as the main classifier, the classical genetic algorithm (GA) is utilized to decide the most informative patches so that the minimum mis-identified error is achieved. The proposed approach is experimentally demonstrated and evaluated on the open “Dana36” data set using vehicle images that are taken under an approximate camera pose. Good improvements are obtained with respect to the strategies that do not use LLC encoded features and selectively combined patches." @default.
- W2592649868 created "2017-03-16" @default.
- W2592649868 creator A5014828450 @default.
- W2592649868 creator A5024890303 @default.
- W2592649868 creator A5026116973 @default.
- W2592649868 creator A5033886172 @default.
- W2592649868 creator A5052692924 @default.
- W2592649868 creator A5085140523 @default.
- W2592649868 date "2016-07-01" @default.
- W2592649868 modified "2023-09-22" @default.
- W2592649868 title "One sample based feature learning for vehicle identification" @default.
- W2592649868 cites W2027922120 @default.
- W2592649868 cites W2028930140 @default.
- W2592649868 cites W2081962190 @default.
- W2592649868 cites W2102608210 @default.
- W2592649868 cites W2120907774 @default.
- W2592649868 cites W2130808343 @default.
- W2592649868 cites W2136705357 @default.
- W2592649868 cites W2137250288 @default.
- W2592649868 cites W2140511609 @default.
- W2592649868 cites W2161969291 @default.
- W2592649868 cites W2162349892 @default.
- W2592649868 cites W2166150182 @default.
- W2592649868 cites W3098507037 @default.
- W2592649868 doi "https://doi.org/10.1109/icmlc.2016.7873024" @default.
- W2592649868 hasPublicationYear "2016" @default.
- W2592649868 type Work @default.
- W2592649868 sameAs 2592649868 @default.
- W2592649868 citedByCount "1" @default.
- W2592649868 countsByYear W25926498682017 @default.
- W2592649868 crossrefType "proceedings-article" @default.
- W2592649868 hasAuthorship W2592649868A5014828450 @default.
- W2592649868 hasAuthorship W2592649868A5024890303 @default.
- W2592649868 hasAuthorship W2592649868A5026116973 @default.
- W2592649868 hasAuthorship W2592649868A5033886172 @default.
- W2592649868 hasAuthorship W2592649868A5052692924 @default.
- W2592649868 hasAuthorship W2592649868A5085140523 @default.
- W2592649868 hasConcept C105795698 @default.
- W2592649868 hasConcept C115961682 @default.
- W2592649868 hasConcept C138885662 @default.
- W2592649868 hasConcept C153180895 @default.
- W2592649868 hasConcept C154945302 @default.
- W2592649868 hasConcept C17426736 @default.
- W2592649868 hasConcept C179518139 @default.
- W2592649868 hasConcept C2779808786 @default.
- W2592649868 hasConcept C31972630 @default.
- W2592649868 hasConcept C33923547 @default.
- W2592649868 hasConcept C41008148 @default.
- W2592649868 hasConcept C41895202 @default.
- W2592649868 hasConcept C52622490 @default.
- W2592649868 hasConcept C53533937 @default.
- W2592649868 hasConcept C83248878 @default.
- W2592649868 hasConcept C95623464 @default.
- W2592649868 hasConceptScore W2592649868C105795698 @default.
- W2592649868 hasConceptScore W2592649868C115961682 @default.
- W2592649868 hasConceptScore W2592649868C138885662 @default.
- W2592649868 hasConceptScore W2592649868C153180895 @default.
- W2592649868 hasConceptScore W2592649868C154945302 @default.
- W2592649868 hasConceptScore W2592649868C17426736 @default.
- W2592649868 hasConceptScore W2592649868C179518139 @default.
- W2592649868 hasConceptScore W2592649868C2779808786 @default.
- W2592649868 hasConceptScore W2592649868C31972630 @default.
- W2592649868 hasConceptScore W2592649868C33923547 @default.
- W2592649868 hasConceptScore W2592649868C41008148 @default.
- W2592649868 hasConceptScore W2592649868C41895202 @default.
- W2592649868 hasConceptScore W2592649868C52622490 @default.
- W2592649868 hasConceptScore W2592649868C53533937 @default.
- W2592649868 hasConceptScore W2592649868C83248878 @default.
- W2592649868 hasConceptScore W2592649868C95623464 @default.
- W2592649868 hasLocation W25926498681 @default.
- W2592649868 hasOpenAccess W2592649868 @default.
- W2592649868 hasPrimaryLocation W25926498681 @default.
- W2592649868 hasRelatedWork W1486540228 @default.
- W2592649868 hasRelatedWork W1565608381 @default.
- W2592649868 hasRelatedWork W1998794032 @default.
- W2592649868 hasRelatedWork W2069132070 @default.
- W2592649868 hasRelatedWork W2108149183 @default.
- W2592649868 hasRelatedWork W2116084929 @default.
- W2592649868 hasRelatedWork W2120304347 @default.
- W2592649868 hasRelatedWork W2149741490 @default.
- W2592649868 hasRelatedWork W2171522099 @default.
- W2592649868 hasRelatedWork W2317965651 @default.
- W2592649868 hasRelatedWork W2527292509 @default.
- W2592649868 hasRelatedWork W2933765504 @default.
- W2592649868 hasRelatedWork W2963131444 @default.
- W2592649868 hasRelatedWork W3012837562 @default.
- W2592649868 hasRelatedWork W3100159496 @default.
- W2592649868 hasRelatedWork W3132520841 @default.
- W2592649868 hasRelatedWork W3160553833 @default.
- W2592649868 hasRelatedWork W3174038843 @default.
- W2592649868 hasRelatedWork W2147091401 @default.
- W2592649868 hasRelatedWork W2812103488 @default.
- W2592649868 isParatext "false" @default.
- W2592649868 isRetracted "false" @default.
- W2592649868 magId "2592649868" @default.
- W2592649868 workType "article" @default.