FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2765431248> ?p ?o ?g. }

• W2765431248 abstract "Re-identification refers to the task of finding the same subject across a network of surveillance cameras. This task must deal with appearance changes caused by variations in illumination, a person's pose, camera viewing angle and background clutter. State-of-the-art approaches usually focus either on feature modeling — designing image descriptors that are robust to changes in imaging conditions, or dissimilarity functions — learning effective metrics to compare images from different cameras. Typically, with novel deep architectures both approaches can be merged into a single end-to-end training, but to become effective, this requires annotating thousands of subjects in each camera pair. Unlike standard CNN-based approaches, we introduce a spatial pyramid-like structure to the image and learn CNNs for image sub-regions at different scales. When training a CNN using only image sub-regions, we force the model to recognize not only the person's identity but also the spatial location of the sub-region. This results in highly effective feature representations, which when combined with Mahalanobis-like metric learning significantly outperform state-of-the-art approaches." @default.
• W2765431248 created "2017-11-10" @default.
• W2765431248 creator A5042329929 @default.
• W2765431248 date "2017-08-01" @default.
• W2765431248 modified "2023-09-26" @default.
• W2765431248 title "Deep spatial pyramid for person re-identification" @default.
• W2765431248 cites W1920259731 @default.
• W2765431248 cites W1928419358 @default.
• W2765431248 cites W1949591461 @default.
• W2765431248 cites W1979260620 @default.
• W2765431248 cites W1982925187 @default.
• W2765431248 cites W1991452654 @default.
• W2765431248 cites W1998808035 @default.
• W2765431248 cites W2042436258 @default.
• W2765431248 cites W2068042582 @default.
• W2765431248 cites W2079972027 @default.
• W2765431248 cites W2097117768 @default.
• W2765431248 cites W2104978738 @default.
• W2765431248 cites W2126791727 @default.
• W2765431248 cites W2151873133 @default.
• W2765431248 cites W2162915993 @default.
• W2765431248 cites W2244122599 @default.
• W2765431248 cites W2300840837 @default.
• W2765431248 cites W2342611082 @default.
• W2765431248 cites W2401433924 @default.
• W2765431248 cites W2433217581 @default.
• W2765431248 cites W2467139031 @default.
• W2765431248 cites W2471048925 @default.
• W2765431248 cites W2474013209 @default.
• W2765431248 cites W2475284720 @default.
• W2765431248 cites W2478068293 @default.
• W2765431248 doi "https://doi.org/10.1109/avss.2017.8078492" @default.
• W2765431248 hasPublicationYear "2017" @default.
• W2765431248 type Work @default.
• W2765431248 sameAs 2765431248 @default.
• W2765431248 citedByCount "3" @default.
• W2765431248 countsByYear W27654312482019 @default.
• W2765431248 countsByYear W27654312482020 @default.
• W2765431248 crossrefType "proceedings-article" @default.
• W2765431248 hasAuthorship W2765431248A5042329929 @default.
• W2765431248 hasConcept C108583219 @default.
• W2765431248 hasConcept C115961682 @default.
• W2765431248 hasConcept C116834253 @default.
• W2765431248 hasConcept C120665830 @default.
• W2765431248 hasConcept C121332964 @default.
• W2765431248 hasConcept C132094186 @default.
• W2765431248 hasConcept C138885662 @default.
• W2765431248 hasConcept C142575187 @default.
• W2765431248 hasConcept C153180895 @default.
• W2765431248 hasConcept C154945302 @default.
• W2765431248 hasConcept C162324750 @default.
• W2765431248 hasConcept C176217482 @default.
• W2765431248 hasConcept C187736073 @default.
• W2765431248 hasConcept C1921717 @default.
• W2765431248 hasConcept C192209626 @default.
• W2765431248 hasConcept C21547014 @default.
• W2765431248 hasConcept C2524010 @default.
• W2765431248 hasConcept C2776401178 @default.
• W2765431248 hasConcept C2780451532 @default.
• W2765431248 hasConcept C31972630 @default.
• W2765431248 hasConcept C33923547 @default.
• W2765431248 hasConcept C41008148 @default.
• W2765431248 hasConcept C41895202 @default.
• W2765431248 hasConcept C52622490 @default.
• W2765431248 hasConcept C554190296 @default.
• W2765431248 hasConcept C59822182 @default.
• W2765431248 hasConcept C76155785 @default.
• W2765431248 hasConcept C81363708 @default.
• W2765431248 hasConcept C86803240 @default.
• W2765431248 hasConceptScore W2765431248C108583219 @default.
• W2765431248 hasConceptScore W2765431248C115961682 @default.
• W2765431248 hasConceptScore W2765431248C116834253 @default.
• W2765431248 hasConceptScore W2765431248C120665830 @default.
• W2765431248 hasConceptScore W2765431248C121332964 @default.
• W2765431248 hasConceptScore W2765431248C132094186 @default.
• W2765431248 hasConceptScore W2765431248C138885662 @default.
• W2765431248 hasConceptScore W2765431248C142575187 @default.
• W2765431248 hasConceptScore W2765431248C153180895 @default.
• W2765431248 hasConceptScore W2765431248C154945302 @default.
• W2765431248 hasConceptScore W2765431248C162324750 @default.
• W2765431248 hasConceptScore W2765431248C176217482 @default.
• W2765431248 hasConceptScore W2765431248C187736073 @default.
• W2765431248 hasConceptScore W2765431248C1921717 @default.
• W2765431248 hasConceptScore W2765431248C192209626 @default.
• W2765431248 hasConceptScore W2765431248C21547014 @default.
• W2765431248 hasConceptScore W2765431248C2524010 @default.
• W2765431248 hasConceptScore W2765431248C2776401178 @default.
• W2765431248 hasConceptScore W2765431248C2780451532 @default.
• W2765431248 hasConceptScore W2765431248C31972630 @default.
• W2765431248 hasConceptScore W2765431248C33923547 @default.
• W2765431248 hasConceptScore W2765431248C41008148 @default.
• W2765431248 hasConceptScore W2765431248C41895202 @default.
• W2765431248 hasConceptScore W2765431248C52622490 @default.
• W2765431248 hasConceptScore W2765431248C554190296 @default.
• W2765431248 hasConceptScore W2765431248C59822182 @default.
• W2765431248 hasConceptScore W2765431248C76155785 @default.
• W2765431248 hasConceptScore W2765431248C81363708 @default.
• W2765431248 hasConceptScore W2765431248C86803240 @default.
• W2765431248 hasLocation W27654312481 @default.
• W2765431248 hasOpenAccess W2765431248 @default.

• next