Matches in SemOpenAlex for { <https://semopenalex.org/work/W2002249106> ?p ?o ?g. }
Showing items 1 to 77 of
77
with 100 items per page.
- W2002249106 abstract "Image-based location estimation methods typically recognize every photo independently, and their resulting reliance on strong visual feature matches makes them most suited for distinctive landmark scenes. We observe that when touring a city, people tend to follow common travel patterns — for example, a stroll down Wall Street might be followed by a ferry ride, then a visit to the Statue of Liberty. We propose an approach that learns these trends directly from online image data, and then leverages them within a Hidden Markov Model to robustly estimate locations for novel sequences of tourist photos. We further devise a set-to-set matching-based likelihood that treats each “burst” of photos from the same camera as a single observation, thereby better accommodating images that may not contain particularly distinctive scenes. Our experiments with two large datasets of major tourist cities clearly demonstrate the approach's advantages over methods that recognize each photo individually, as well as a simpler HMM baseline that lacks the proposed burst-based observation model." @default.
- W2002249106 created "2016-06-24" @default.
- W2002249106 creator A5012765543 @default.
- W2002249106 creator A5030810381 @default.
- W2002249106 date "2011-06-01" @default.
- W2002249106 modified "2023-10-18" @default.
- W2002249106 title "Clues from the beaten path: Location estimation with bursty sequences of tourist photos" @default.
- W2002249106 cites W1532257412 @default.
- W2002249106 cites W1790954942 @default.
- W2002249106 cites W1979572481 @default.
- W2002249106 cites W2043732461 @default.
- W2002249106 cites W2085675022 @default.
- W2002249106 cites W2098386688 @default.
- W2002249106 cites W2103163130 @default.
- W2002249106 cites W2119967926 @default.
- W2002249106 cites W2128554449 @default.
- W2002249106 cites W2134446283 @default.
- W2002249106 cites W2141362318 @default.
- W2002249106 cites W2163334428 @default.
- W2002249106 cites W2536445687 @default.
- W2002249106 cites W2537480791 @default.
- W2002249106 cites W4255682506 @default.
- W2002249106 cites W4256017923 @default.
- W2002249106 doi "https://doi.org/10.1109/cvpr.2011.5995412" @default.
- W2002249106 hasPublicationYear "2011" @default.
- W2002249106 type Work @default.
- W2002249106 sameAs 2002249106 @default.
- W2002249106 citedByCount "28" @default.
- W2002249106 countsByYear W20022491062012 @default.
- W2002249106 countsByYear W20022491062013 @default.
- W2002249106 countsByYear W20022491062014 @default.
- W2002249106 countsByYear W20022491062015 @default.
- W2002249106 countsByYear W20022491062016 @default.
- W2002249106 countsByYear W20022491062017 @default.
- W2002249106 countsByYear W20022491062018 @default.
- W2002249106 countsByYear W20022491062019 @default.
- W2002249106 crossrefType "proceedings-article" @default.
- W2002249106 hasAuthorship W2002249106A5012765543 @default.
- W2002249106 hasAuthorship W2002249106A5030810381 @default.
- W2002249106 hasBestOaLocation W20022491062 @default.
- W2002249106 hasConcept C127413603 @default.
- W2002249106 hasConcept C166957645 @default.
- W2002249106 hasConcept C18918823 @default.
- W2002249106 hasConcept C201995342 @default.
- W2002249106 hasConcept C205649164 @default.
- W2002249106 hasConcept C2777735758 @default.
- W2002249106 hasConcept C31258907 @default.
- W2002249106 hasConcept C41008148 @default.
- W2002249106 hasConcept C96250715 @default.
- W2002249106 hasConceptScore W2002249106C127413603 @default.
- W2002249106 hasConceptScore W2002249106C166957645 @default.
- W2002249106 hasConceptScore W2002249106C18918823 @default.
- W2002249106 hasConceptScore W2002249106C201995342 @default.
- W2002249106 hasConceptScore W2002249106C205649164 @default.
- W2002249106 hasConceptScore W2002249106C2777735758 @default.
- W2002249106 hasConceptScore W2002249106C31258907 @default.
- W2002249106 hasConceptScore W2002249106C41008148 @default.
- W2002249106 hasConceptScore W2002249106C96250715 @default.
- W2002249106 hasLocation W20022491061 @default.
- W2002249106 hasLocation W20022491062 @default.
- W2002249106 hasLocation W20022491063 @default.
- W2002249106 hasOpenAccess W2002249106 @default.
- W2002249106 hasPrimaryLocation W20022491061 @default.
- W2002249106 hasRelatedWork W1553630057 @default.
- W2002249106 hasRelatedWork W1745880134 @default.
- W2002249106 hasRelatedWork W2023505575 @default.
- W2002249106 hasRelatedWork W2118429035 @default.
- W2002249106 hasRelatedWork W2163296563 @default.
- W2002249106 hasRelatedWork W2317449002 @default.
- W2002249106 hasRelatedWork W2362486883 @default.
- W2002249106 hasRelatedWork W2371125232 @default.
- W2002249106 hasRelatedWork W2373437113 @default.
- W2002249106 hasRelatedWork W3106476875 @default.
- W2002249106 isParatext "false" @default.
- W2002249106 isRetracted "false" @default.
- W2002249106 magId "2002249106" @default.
- W2002249106 workType "article" @default.