FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2024657922> ?p ?o ?g. }

• W2024657922 endingPage "2015" @default.
• W2024657922 startingPage "2002" @default.
• W2024657922 abstract "It is a challenging task to develop effective and efficient appearance models for robust object tracking due to factors such as pose variation, illumination change, occlusion, and motion blur. Existing online tracking algorithms often update models with samples from observations in recent frames. Despite much success has been demonstrated, numerous issues remain to be addressed. First, while these adaptive appearance models are data-dependent, there does not exist sufficient amount of data for online algorithms to learn at the outset. Second, online tracking algorithms often encounter the drift problems. As a result of self-taught learning, misaligned samples are likely to be added and degrade the appearance models. In this paper, we propose a simple yet effective and efficient tracking algorithm with an appearance model based on features extracted from a multiscale image feature space with data-independent basis. The proposed appearance model employs non-adaptive random projections that preserve the structure of the image feature space of objects. A very sparse measurement matrix is constructed to efficiently extract the features for the appearance model. We compress sample images of the foreground target and the background using the same sparse measurement matrix. The tracking task is formulated as a binary classification via a naive Bayes classifier with online update in the compressed domain. A coarse-to-fine search strategy is adopted to further reduce the computational complexity in the detection procedure. The proposed compressive tracking algorithm runs in real-time and performs favorably against state-of-the-art methods on challenging sequences in terms of efficiency, accuracy and robustness." @default.
• W2024657922 created "2016-06-24" @default.
• W2024657922 creator A5013704354 @default.
• W2024657922 creator A5019934281 @default.
• W2024657922 creator A5075412755 @default.
• W2024657922 date "2014-10-01" @default.
• W2024657922 modified "2023-10-18" @default.
• W2024657922 title "Fast Compressive Tracking" @default.
• W2024657922 cites W1968104963 @default.
• W2024657922 cites W1985560977 @default.
• W2024657922 cites W1995903777 @default.
• W2024657922 cites W2000326692 @default.
• W2024657922 cites W2001785244 @default.
• W2024657922 cites W2002406878 @default.
• W2024657922 cites W2009243364 @default.
• W2024657922 cites W2020510457 @default.
• W2024657922 cites W2030449718 @default.
• W2024657922 cites W2031489346 @default.
• W2024657922 cites W2037757210 @default.
• W2024657922 cites W2041836310 @default.
• W2024657922 cites W2045623976 @default.
• W2024657922 cites W2087885569 @default.
• W2024657922 cites W2089497633 @default.
• W2024657922 cites W2098854771 @default.
• W2024657922 cites W2098941887 @default.
• W2024657922 cites W2102674365 @default.
• W2024657922 cites W2104266187 @default.
• W2024657922 cites W2109579504 @default.
• W2024657922 cites W2113577207 @default.
• W2024657922 cites W2119605622 @default.
• W2024657922 cites W2121193292 @default.
• W2024657922 cites W2122922389 @default.
• W2024657922 cites W2129131372 @default.
• W2024657922 cites W2129638195 @default.
• W2024657922 cites W2129812935 @default.
• W2024657922 cites W2130320772 @default.
• W2024657922 cites W2132103241 @default.
• W2024657922 cites W2139047213 @default.
• W2024657922 cites W2140192704 @default.
• W2024657922 cites W2140274257 @default.
• W2024657922 cites W2147020566 @default.
• W2024657922 cites W2150000644 @default.
• W2024657922 cites W2151103935 @default.
• W2024657922 cites W2154209944 @default.
• W2024657922 cites W2154429285 @default.
• W2024657922 cites W2162919312 @default.
• W2024657922 cites W2163808566 @default.
• W2024657922 cites W2164598857 @default.
• W2024657922 cites W2613779721 @default.
• W2024657922 cites W2753461371 @default.
• W2024657922 cites W4250955649 @default.
• W2024657922 doi "https://doi.org/10.1109/tpami.2014.2315808" @default.
• W2024657922 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/26352631" @default.
• W2024657922 hasPublicationYear "2014" @default.
• W2024657922 type Work @default.
• W2024657922 sameAs 2024657922 @default.
• W2024657922 citedByCount "478" @default.
• W2024657922 countsByYear W20246579222014 @default.
• W2024657922 countsByYear W20246579222015 @default.
• W2024657922 countsByYear W20246579222016 @default.
• W2024657922 countsByYear W20246579222017 @default.
• W2024657922 countsByYear W20246579222018 @default.
• W2024657922 countsByYear W20246579222019 @default.
• W2024657922 countsByYear W20246579222020 @default.
• W2024657922 countsByYear W20246579222021 @default.
• W2024657922 countsByYear W20246579222022 @default.
• W2024657922 countsByYear W20246579222023 @default.
• W2024657922 crossrefType "journal-article" @default.
• W2024657922 hasAuthorship W2024657922A5013704354 @default.
• W2024657922 hasAuthorship W2024657922A5019934281 @default.
• W2024657922 hasAuthorship W2024657922A5075412755 @default.
• W2024657922 hasConcept C115961682 @default.
• W2024657922 hasConcept C153180895 @default.
• W2024657922 hasConcept C154945302 @default.
• W2024657922 hasConcept C15744967 @default.
• W2024657922 hasConcept C19417346 @default.
• W2024657922 hasConcept C202474056 @default.
• W2024657922 hasConcept C2775936607 @default.
• W2024657922 hasConcept C2781238097 @default.
• W2024657922 hasConcept C31972630 @default.
• W2024657922 hasConcept C41008148 @default.
• W2024657922 hasConcept C83248878 @default.
• W2024657922 hasConcept C95623464 @default.
• W2024657922 hasConceptScore W2024657922C115961682 @default.
• W2024657922 hasConceptScore W2024657922C153180895 @default.
• W2024657922 hasConceptScore W2024657922C154945302 @default.
• W2024657922 hasConceptScore W2024657922C15744967 @default.
• W2024657922 hasConceptScore W2024657922C19417346 @default.
• W2024657922 hasConceptScore W2024657922C202474056 @default.
• W2024657922 hasConceptScore W2024657922C2775936607 @default.
• W2024657922 hasConceptScore W2024657922C2781238097 @default.
• W2024657922 hasConceptScore W2024657922C31972630 @default.
• W2024657922 hasConceptScore W2024657922C41008148 @default.
• W2024657922 hasConceptScore W2024657922C83248878 @default.
• W2024657922 hasConceptScore W2024657922C95623464 @default.
• W2024657922 hasFunder F4320306076 @default.
• W2024657922 hasFunder F4320322598 @default.
• W2024657922 hasIssue "10" @default.

• next