FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3173664046> ?p ?o ?g. }

• W3173664046 abstract "Multi-Camera Multiple Object Tracking (MC-MOT) is a significant computer vision problem due to its emerging applicability in several real-world applications. Despite a large number of existing works, solving the data association problem in any MC-MOT pipeline is arguably one of the most challenging tasks. Developing a robust MC-MOT system, however, is still highly challenging due to many practical issues such as inconsistent lighting conditions, varying object movement patterns, or the trajectory occlusions of the objects between the cameras. To address these problems, this work, therefore, proposes a new Dynamic Graph Model with Link Prediction (DyGLIP) approach <sup xmlns:mml=http://www.w3.org/1998/Math/MathML xmlns:xlink=http://www.w3.org/1999/xlink>1</sup> to solve the data association task. Compared to existing methods, our new model offers several advantages, including better feature representations and the ability to recover from lost tracks during camera transitions. Moreover, our model works gracefully regardless of the overlapping ratios between the cameras. Experimental results show that we out-perform existing MC-MOT algorithms by a large margin on several practical datasets. Notably, our model works favor-ably on online settings but can be extended to an incremental approach for large-scale datasets." @default.
• W3173664046 created "2021-07-05" @default.
• W3173664046 creator A5002689322 @default.
• W3173664046 creator A5007006341 @default.
• W3173664046 creator A5023840296 @default.
• W3173664046 creator A5055405019 @default.
• W3173664046 creator A5056226189 @default.
• W3173664046 creator A5060950040 @default.
• W3173664046 creator A5085134422 @default.
• W3173664046 date "2021-06-01" @default.
• W3173664046 modified "2023-10-18" @default.
• W3173664046 title "DyGLIP: A Dynamic Graph Model with Link Prediction for Accurate Multi-Camera Multiple Object Tracking" @default.
• W3173664046 cites W1980208198 @default.
• W3173664046 cites W1989516595 @default.
• W3173664046 cites W1997520974 @default.
• W3173664046 cites W2124781496 @default.
• W3173664046 cites W2158634074 @default.
• W3173664046 cites W2171243491 @default.
• W3173664046 cites W2237765446 @default.
• W3173664046 cites W2473532709 @default.
• W3173664046 cites W2584637367 @default.
• W3173664046 cites W2618529757 @default.
• W3173664046 cites W2767620861 @default.
• W3173664046 cites W2770870020 @default.
• W3173664046 cites W2791203079 @default.
• W3173664046 cites W2894909756 @default.
• W3173664046 cites W2894961023 @default.
• W3173664046 cites W2896030169 @default.
• W3173664046 cites W2948777210 @default.
• W3173664046 cites W2962756421 @default.
• W3173664046 cites W2962803115 @default.
• W3173664046 cites W2962923976 @default.
• W3173664046 cites W2965843888 @default.
• W3173664046 cites W2981393651 @default.
• W3173664046 cites W2984145721 @default.
• W3173664046 cites W2986732333 @default.
• W3173664046 cites W2998116985 @default.
• W3173664046 cites W3010309142 @default.
• W3173664046 cites W3012471638 @default.
• W3173664046 cites W3034679090 @default.
• W3173664046 cites W3035276674 @default.
• W3173664046 cites W3035631546 @default.
• W3173664046 cites W3035732677 @default.
• W3173664046 cites W3046690105 @default.
• W3173664046 cites W3120048558 @default.
• W3173664046 doi "https://doi.org/10.1109/cvpr46437.2021.01357" @default.
• W3173664046 hasPublicationYear "2021" @default.
• W3173664046 type Work @default.
• W3173664046 sameAs 3173664046 @default.
• W3173664046 citedByCount "14" @default.
• W3173664046 countsByYear W31736640462021 @default.
• W3173664046 countsByYear W31736640462022 @default.
• W3173664046 countsByYear W31736640462023 @default.
• W3173664046 crossrefType "proceedings-article" @default.
• W3173664046 hasAuthorship W3173664046A5002689322 @default.
• W3173664046 hasAuthorship W3173664046A5007006341 @default.
• W3173664046 hasAuthorship W3173664046A5023840296 @default.
• W3173664046 hasAuthorship W3173664046A5055405019 @default.
• W3173664046 hasAuthorship W3173664046A5056226189 @default.
• W3173664046 hasAuthorship W3173664046A5060950040 @default.
• W3173664046 hasAuthorship W3173664046A5085134422 @default.
• W3173664046 hasBestOaLocation W31736640462 @default.
• W3173664046 hasConcept C111472728 @default.
• W3173664046 hasConcept C119857082 @default.
• W3173664046 hasConcept C121332964 @default.
• W3173664046 hasConcept C1276947 @default.
• W3173664046 hasConcept C132525143 @default.
• W3173664046 hasConcept C13662910 @default.
• W3173664046 hasConcept C138885662 @default.
• W3173664046 hasConcept C142853389 @default.
• W3173664046 hasConcept C154945302 @default.
• W3173664046 hasConcept C199360897 @default.
• W3173664046 hasConcept C202474056 @default.
• W3173664046 hasConcept C2781238097 @default.
• W3173664046 hasConcept C2983325608 @default.
• W3173664046 hasConcept C31972630 @default.
• W3173664046 hasConcept C41008148 @default.
• W3173664046 hasConcept C43521106 @default.
• W3173664046 hasConcept C49937458 @default.
• W3173664046 hasConcept C80444323 @default.
• W3173664046 hasConceptScore W3173664046C111472728 @default.
• W3173664046 hasConceptScore W3173664046C119857082 @default.
• W3173664046 hasConceptScore W3173664046C121332964 @default.
• W3173664046 hasConceptScore W3173664046C1276947 @default.
• W3173664046 hasConceptScore W3173664046C132525143 @default.
• W3173664046 hasConceptScore W3173664046C13662910 @default.
• W3173664046 hasConceptScore W3173664046C138885662 @default.
• W3173664046 hasConceptScore W3173664046C142853389 @default.
• W3173664046 hasConceptScore W3173664046C154945302 @default.
• W3173664046 hasConceptScore W3173664046C199360897 @default.
• W3173664046 hasConceptScore W3173664046C202474056 @default.
• W3173664046 hasConceptScore W3173664046C2781238097 @default.
• W3173664046 hasConceptScore W3173664046C2983325608 @default.
• W3173664046 hasConceptScore W3173664046C31972630 @default.
• W3173664046 hasConceptScore W3173664046C41008148 @default.
• W3173664046 hasConceptScore W3173664046C43521106 @default.
• W3173664046 hasConceptScore W3173664046C49937458 @default.
• W3173664046 hasConceptScore W3173664046C80444323 @default.
• W3173664046 hasLocation W31736640461 @default.
• W3173664046 hasLocation W31736640462 @default.

• next