Matches in SemOpenAlex for { <https://semopenalex.org/work/W2807859372> ?p ?o ?g. }
Showing items 1 to 85 of
85
with 100 items per page.
- W2807859372 abstract "Identifying vehicles across cameras in traffic surveillance is fundamentally important for public safety purposes. However, despite some preliminary work, the rapid vehicle search in large-scale datasets has not been investigated. Moreover, modelling a view-invariant similarity between vehicle images from different views is still highly challenging. To address the problems, in this paper, we propose a Ranked Semantic Sampling (RSS) guided binary embedding method for fast cross-view vehicle Re-IDentification (Re-ID). The search can be conducted by efficiently computing similarities in the projected space. Unlike previous methods using random sampling, we design tree-structured attributes to guide the mini-batch sampling. The ranked pairs of hard samples in the mini-batch can improve the convergence of optimization. By minimizing a novel ranked semantic distance loss defined according to the structure, the learned Hamming distance is view-invariant, which enables cross-view Re-ID. The experimental results demonstrate that RSS outperforms the state-of-the-art approaches and the learned embedding from one dataset can be transferred to achieve the task of vehicle Re-ID on another dataset." @default.
- W2807859372 created "2018-06-21" @default.
- W2807859372 creator A5060016795 @default.
- W2807859372 creator A5063285882 @default.
- W2807859372 creator A5089667814 @default.
- W2807859372 date "2018-07-01" @default.
- W2807859372 modified "2023-09-27" @default.
- W2807859372 title "Fast Vehicle Identification in Surveillance via Ranked Semantic Sampling Based Embedding" @default.
- W2807859372 doi "https://doi.org/10.24963/ijcai.2018/514" @default.
- W2807859372 hasPublicationYear "2018" @default.
- W2807859372 type Work @default.
- W2807859372 sameAs 2807859372 @default.
- W2807859372 citedByCount "9" @default.
- W2807859372 countsByYear W28078593722019 @default.
- W2807859372 countsByYear W28078593722020 @default.
- W2807859372 countsByYear W28078593722021 @default.
- W2807859372 countsByYear W28078593722022 @default.
- W2807859372 crossrefType "proceedings-article" @default.
- W2807859372 hasAuthorship W2807859372A5060016795 @default.
- W2807859372 hasAuthorship W2807859372A5063285882 @default.
- W2807859372 hasAuthorship W2807859372A5089667814 @default.
- W2807859372 hasBestOaLocation W28078593721 @default.
- W2807859372 hasConcept C103278499 @default.
- W2807859372 hasConcept C106131492 @default.
- W2807859372 hasConcept C111919701 @default.
- W2807859372 hasConcept C11413529 @default.
- W2807859372 hasConcept C115961682 @default.
- W2807859372 hasConcept C116834253 @default.
- W2807859372 hasConcept C119857082 @default.
- W2807859372 hasConcept C124101348 @default.
- W2807859372 hasConcept C130318100 @default.
- W2807859372 hasConcept C140779682 @default.
- W2807859372 hasConcept C153180895 @default.
- W2807859372 hasConcept C154945302 @default.
- W2807859372 hasConcept C157125643 @default.
- W2807859372 hasConcept C193319292 @default.
- W2807859372 hasConcept C2385561 @default.
- W2807859372 hasConcept C2779494224 @default.
- W2807859372 hasConcept C31972630 @default.
- W2807859372 hasConcept C41008148 @default.
- W2807859372 hasConcept C41608201 @default.
- W2807859372 hasConcept C57273362 @default.
- W2807859372 hasConcept C59822182 @default.
- W2807859372 hasConcept C73150493 @default.
- W2807859372 hasConcept C86803240 @default.
- W2807859372 hasConceptScore W2807859372C103278499 @default.
- W2807859372 hasConceptScore W2807859372C106131492 @default.
- W2807859372 hasConceptScore W2807859372C111919701 @default.
- W2807859372 hasConceptScore W2807859372C11413529 @default.
- W2807859372 hasConceptScore W2807859372C115961682 @default.
- W2807859372 hasConceptScore W2807859372C116834253 @default.
- W2807859372 hasConceptScore W2807859372C119857082 @default.
- W2807859372 hasConceptScore W2807859372C124101348 @default.
- W2807859372 hasConceptScore W2807859372C130318100 @default.
- W2807859372 hasConceptScore W2807859372C140779682 @default.
- W2807859372 hasConceptScore W2807859372C153180895 @default.
- W2807859372 hasConceptScore W2807859372C154945302 @default.
- W2807859372 hasConceptScore W2807859372C157125643 @default.
- W2807859372 hasConceptScore W2807859372C193319292 @default.
- W2807859372 hasConceptScore W2807859372C2385561 @default.
- W2807859372 hasConceptScore W2807859372C2779494224 @default.
- W2807859372 hasConceptScore W2807859372C31972630 @default.
- W2807859372 hasConceptScore W2807859372C41008148 @default.
- W2807859372 hasConceptScore W2807859372C41608201 @default.
- W2807859372 hasConceptScore W2807859372C57273362 @default.
- W2807859372 hasConceptScore W2807859372C59822182 @default.
- W2807859372 hasConceptScore W2807859372C73150493 @default.
- W2807859372 hasConceptScore W2807859372C86803240 @default.
- W2807859372 hasLocation W28078593721 @default.
- W2807859372 hasOpenAccess W2807859372 @default.
- W2807859372 hasPrimaryLocation W28078593721 @default.
- W2807859372 hasRelatedWork W2015538044 @default.
- W2807859372 hasRelatedWork W2069175028 @default.
- W2807859372 hasRelatedWork W2605245466 @default.
- W2807859372 hasRelatedWork W2807859372 @default.
- W2807859372 hasRelatedWork W2810523766 @default.
- W2807859372 hasRelatedWork W2900794075 @default.
- W2807859372 hasRelatedWork W3183633970 @default.
- W2807859372 hasRelatedWork W3208309985 @default.
- W2807859372 hasRelatedWork W4212842756 @default.
- W2807859372 hasRelatedWork W4289653936 @default.
- W2807859372 isParatext "false" @default.
- W2807859372 isRetracted "false" @default.
- W2807859372 magId "2807859372" @default.
- W2807859372 workType "article" @default.