FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2894874917> ?p ?o ?g. }

• W2894874917 endingPage "223" @default.
• W2894874917 startingPage "207" @default.
• W2894874917 abstract "Cross-modal hashing enables similarity retrieval across different content modalities, such as searching relevant images in response to text queries. It provide with the advantages of computation efficiency and retrieval quality for multimedia retrieval. Hamming space retrieval enables efficient constant-time search that returns data items within a given Hamming radius to each query, by hash lookups instead of linear scan. However, Hamming space retrieval is ineffective in existing cross-modal hashing methods, subject to their weak capability of concentrating the relevant items to be within a small Hamming ball, while worse still, the Hamming distances between hash codes from different modalities are inevitably large due to the large heterogeneity across different modalities. This work presents Cross-Modal Hamming Hashing (CMHH), a novel deep cross-modal hashing approach that generates compact and highly concentrated hash codes to enable efficient and effective Hamming space retrieval. The main idea is to penalize significantly on similar cross-modal pairs with Hamming distance larger than the Hamming radius threshold, by designing a pairwise focal loss based on the exponential distribution. Extensive experiments demonstrate that CMHH can generate highly concentrated hash codes and achieve state-of-the-art cross-modal retrieval performance for both hash lookups and linear scan scenarios on three benchmark datasets, NUS-WIDE, MIRFlickr-25K, and IAPR TC-12." @default.
• W2894874917 created "2018-10-12" @default.
• W2894874917 creator A5000839872 @default.
• W2894874917 creator A5019241553 @default.
• W2894874917 creator A5028650738 @default.
• W2894874917 creator A5034579434 @default.
• W2894874917 date "2018-01-01" @default.
• W2894874917 modified "2023-10-14" @default.
• W2894874917 title "Cross-Modal Hamming Hashing" @default.
• W2894874917 cites W1922199343 @default.
• W2894874917 cites W1939575207 @default.
• W2894874917 cites W1970055505 @default.
• W2894874917 cites W1976258951 @default.
• W2894874917 cites W1979644923 @default.
• W2894874917 cites W1996219872 @default.
• W2894874917 cites W2007972815 @default.
• W2894874917 cites W2015175493 @default.
• W2894874917 cites W2023236957 @default.
• W2894874917 cites W2049993534 @default.
• W2894874917 cites W2064797228 @default.
• W2894874917 cites W2087193308 @default.
• W2894874917 cites W2093091163 @default.
• W2894874917 cites W2123229215 @default.
• W2894874917 cites W2130660124 @default.
• W2894874917 cites W2155803963 @default.
• W2894874917 cites W2159373756 @default.
• W2894874917 cites W2163922914 @default.
• W2894874917 cites W2203543769 @default.
• W2894874917 cites W2266728343 @default.
• W2894874917 cites W2293824885 @default.
• W2894874917 cites W2388114291 @default.
• W2894874917 cites W2411707397 @default.
• W2894874917 cites W2508837377 @default.
• W2894874917 cites W2562322388 @default.
• W2894874917 cites W2897656415 @default.
• W2894874917 cites W2912236665 @default.
• W2894874917 cites W2951183276 @default.
• W2894874917 cites W2963351448 @default.
• W2894874917 cites W2963374468 @default.
• W2894874917 cites W2964280870 @default.
• W2894874917 cites W3098232083 @default.
• W2894874917 cites W4300402905 @default.
• W2894874917 doi "https://doi.org/10.1007/978-3-030-01246-5_13" @default.
• W2894874917 hasPublicationYear "2018" @default.
• W2894874917 type Work @default.
• W2894874917 sameAs 2894874917 @default.
• W2894874917 citedByCount "55" @default.
• W2894874917 countsByYear W28948749172019 @default.
• W2894874917 countsByYear W28948749172020 @default.
• W2894874917 countsByYear W28948749172021 @default.
• W2894874917 countsByYear W28948749172022 @default.
• W2894874917 countsByYear W28948749172023 @default.
• W2894874917 crossrefType "book-chapter" @default.
• W2894874917 hasAuthorship W2894874917A5000839872 @default.
• W2894874917 hasAuthorship W2894874917A5019241553 @default.
• W2894874917 hasAuthorship W2894874917A5028650738 @default.
• W2894874917 hasAuthorship W2894874917A5034579434 @default.
• W2894874917 hasConcept C112932734 @default.
• W2894874917 hasConcept C11413529 @default.
• W2894874917 hasConcept C116058348 @default.
• W2894874917 hasConcept C122907437 @default.
• W2894874917 hasConcept C138111711 @default.
• W2894874917 hasConcept C157125643 @default.
• W2894874917 hasConcept C193319292 @default.
• W2894874917 hasConcept C2779494224 @default.
• W2894874917 hasConcept C38652104 @default.
• W2894874917 hasConcept C41008148 @default.
• W2894874917 hasConcept C57273362 @default.
• W2894874917 hasConcept C67388219 @default.
• W2894874917 hasConcept C73150493 @default.
• W2894874917 hasConcept C80444323 @default.
• W2894874917 hasConcept C99138194 @default.
• W2894874917 hasConceptScore W2894874917C112932734 @default.
• W2894874917 hasConceptScore W2894874917C11413529 @default.
• W2894874917 hasConceptScore W2894874917C116058348 @default.
• W2894874917 hasConceptScore W2894874917C122907437 @default.
• W2894874917 hasConceptScore W2894874917C138111711 @default.
• W2894874917 hasConceptScore W2894874917C157125643 @default.
• W2894874917 hasConceptScore W2894874917C193319292 @default.
• W2894874917 hasConceptScore W2894874917C2779494224 @default.
• W2894874917 hasConceptScore W2894874917C38652104 @default.
• W2894874917 hasConceptScore W2894874917C41008148 @default.
• W2894874917 hasConceptScore W2894874917C57273362 @default.
• W2894874917 hasConceptScore W2894874917C67388219 @default.
• W2894874917 hasConceptScore W2894874917C73150493 @default.
• W2894874917 hasConceptScore W2894874917C80444323 @default.
• W2894874917 hasConceptScore W2894874917C99138194 @default.
• W2894874917 hasLocation W28948749171 @default.
• W2894874917 hasOpenAccess W2894874917 @default.
• W2894874917 hasPrimaryLocation W28948749171 @default.
• W2894874917 hasRelatedWork W2029205712 @default.
• W2894874917 hasRelatedWork W2057644096 @default.
• W2894874917 hasRelatedWork W2565504097 @default.
• W2894874917 hasRelatedWork W2594783837 @default.
• W2894874917 hasRelatedWork W2798834175 @default.
• W2894874917 hasRelatedWork W2894874917 @default.
• W2894874917 hasRelatedWork W2981797470 @default.
• W2894874917 hasRelatedWork W2981938443 @default.

• next