FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2492142107> ?p ?o ?g. }

• W2492142107 abstract "In this paper, we present a novel appearance variation prediction model which can be embedded into the existing generative appearance model based tracking framework. Different from the existing works, which online learn appearance model with obtained tracking results, we propose to predict appearance reconstruction error. We notice that although the learned appearance model can precisely describe the target in the previous frames, the tracking result is still not accurate if in the following frame, the patch that is most similar to appearance model is assumed to be the target. We first investigate the above phenomenon by conducting experiments on two public sequences and discover that in most cases the best target is not the one with minimal reconstruction error. Then we design three kinds of features which can encode motion, appearance, appearance reconstruction error information of target's surrounding image patches, and capture potential factors that may cause variations of target's appearance as well as its reconstruction error. Finally, with these features, we learn an effective random forest for predicting reconstruction error of the target during tracking. Experiments on various datasets demonstrate that the proposed method can be combined with many existing trackers and improve their performances significantly." @default.
• W2492142107 created "2016-08-23" @default.
• W2492142107 creator A5014774434 @default.
• W2492142107 creator A5028597017 @default.
• W2492142107 creator A5041045297 @default.
• W2492142107 creator A5049316142 @default.
• W2492142107 creator A5086252890 @default.
• W2492142107 date "2016-11-01" @default.
• W2492142107 modified "2023-10-17" @default.
• W2492142107 title "Beyond appearance model: Learning appearance variations for object tracking" @default.
• W2492142107 cites W1465118562 @default.
• W2492142107 cites W1999788504 @default.
• W2492142107 cites W2020209171 @default.
• W2492142107 cites W2020510457 @default.
• W2492142107 cites W2036502561 @default.
• W2492142107 cites W2043032787 @default.
• W2492142107 cites W2044986361 @default.
• W2492142107 cites W2060814785 @default.
• W2492142107 cites W2080454965 @default.
• W2492142107 cites W2085367731 @default.
• W2492142107 cites W2089961441 @default.
• W2492142107 cites W2092841641 @default.
• W2492142107 cites W2098854771 @default.
• W2492142107 cites W2098941887 @default.
• W2492142107 cites W2102674365 @default.
• W2492142107 cites W2108215708 @default.
• W2492142107 cites W2112314277 @default.
• W2492142107 cites W2113577207 @default.
• W2492142107 cites W2118097920 @default.
• W2492142107 cites W2139047213 @default.
• W2492142107 cites W2147533695 @default.
• W2492142107 cites W2150000644 @default.
• W2492142107 cites W2162152641 @default.
• W2492142107 cites W2162974112 @default.
• W2492142107 cites W2165037244 @default.
• W2492142107 cites W2167089254 @default.
• W2492142107 cites W2178303538 @default.
• W2492142107 cites W2212435496 @default.
• W2492142107 cites W2264350531 @default.
• W2492142107 cites W2295262250 @default.
• W2492142107 cites W2335586288 @default.
• W2492142107 doi "https://doi.org/10.1016/j.neucom.2016.06.058" @default.
• W2492142107 hasPublicationYear "2016" @default.
• W2492142107 type Work @default.
• W2492142107 sameAs 2492142107 @default.
• W2492142107 citedByCount "1" @default.
• W2492142107 countsByYear W24921421072018 @default.
• W2492142107 crossrefType "journal-article" @default.
• W2492142107 hasAuthorship W2492142107A5014774434 @default.
• W2492142107 hasAuthorship W2492142107A5028597017 @default.
• W2492142107 hasAuthorship W2492142107A5041045297 @default.
• W2492142107 hasAuthorship W2492142107A5049316142 @default.
• W2492142107 hasAuthorship W2492142107A5086252890 @default.
• W2492142107 hasConcept C104317684 @default.
• W2492142107 hasConcept C115961682 @default.
• W2492142107 hasConcept C126042441 @default.
• W2492142107 hasConcept C153180895 @default.
• W2492142107 hasConcept C154945302 @default.
• W2492142107 hasConcept C15744967 @default.
• W2492142107 hasConcept C167966045 @default.
• W2492142107 hasConcept C183356978 @default.
• W2492142107 hasConcept C185592680 @default.
• W2492142107 hasConcept C19417346 @default.
• W2492142107 hasConcept C2775924081 @default.
• W2492142107 hasConcept C2775936607 @default.
• W2492142107 hasConcept C31972630 @default.
• W2492142107 hasConcept C39890363 @default.
• W2492142107 hasConcept C41008148 @default.
• W2492142107 hasConcept C55493867 @default.
• W2492142107 hasConcept C56461940 @default.
• W2492142107 hasConcept C57501372 @default.
• W2492142107 hasConcept C66746571 @default.
• W2492142107 hasConcept C76155785 @default.
• W2492142107 hasConcept C83248878 @default.
• W2492142107 hasConceptScore W2492142107C104317684 @default.
• W2492142107 hasConceptScore W2492142107C115961682 @default.
• W2492142107 hasConceptScore W2492142107C126042441 @default.
• W2492142107 hasConceptScore W2492142107C153180895 @default.
• W2492142107 hasConceptScore W2492142107C154945302 @default.
• W2492142107 hasConceptScore W2492142107C15744967 @default.
• W2492142107 hasConceptScore W2492142107C167966045 @default.
• W2492142107 hasConceptScore W2492142107C183356978 @default.
• W2492142107 hasConceptScore W2492142107C185592680 @default.
• W2492142107 hasConceptScore W2492142107C19417346 @default.
• W2492142107 hasConceptScore W2492142107C2775924081 @default.
• W2492142107 hasConceptScore W2492142107C2775936607 @default.
• W2492142107 hasConceptScore W2492142107C31972630 @default.
• W2492142107 hasConceptScore W2492142107C39890363 @default.
• W2492142107 hasConceptScore W2492142107C41008148 @default.
• W2492142107 hasConceptScore W2492142107C55493867 @default.
• W2492142107 hasConceptScore W2492142107C56461940 @default.
• W2492142107 hasConceptScore W2492142107C57501372 @default.
• W2492142107 hasConceptScore W2492142107C66746571 @default.
• W2492142107 hasConceptScore W2492142107C76155785 @default.
• W2492142107 hasConceptScore W2492142107C83248878 @default.
• W2492142107 hasFunder F4320321001 @default.
• W2492142107 hasLocation W24921421071 @default.
• W2492142107 hasOpenAccess W2492142107 @default.
• W2492142107 hasPrimaryLocation W24921421071 @default.
• W2492142107 hasRelatedWork W152875667 @default.

• next