FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W3197855968> ?p ?o ?g. }

• W3197855968 endingPage "677" @default.
• W3197855968 startingPage "666" @default.
• W3197855968 abstract "With the rapid development of the Internet of Things (IoT) and emerging Mobile Edge Computing (MEC) technologies, various IoT image recognition services are revolutionizing our lives by providing diverse cognitive assistance. However, most existing related approaches are difficult to meet the diversified needs of users because they believe that the MEC platform is a single layer. In addition, due to the mutual interference between the data, it is not easy for them to extract the discriminative features (DFs) necessary to analyze the input data. To this end, this article proposes an IoT image recognition services framework for different needs in the MEC environment, which consists of Hierarchical Discriminative Feature Extraction (HDFE) and Sub-extractor Deployment (Sub-ED) algorithms. We first propose HDFE, which can avoid mutual interference between data by separately optimizing the data structure, thereby generating an extractor that extracts effective DFs. Then there is Sub-ED, which divides the extractor into a series of sub-extractors and deploys them on appropriate MEC platforms. By doing so, the IoT device can connect to the corresponding MEC platform according to its service types, and use the sub-extract to extract DFs. Then, the MEC platform uploads the extracted feature data to the cloud server for further processing, e.g., feature matching. Finally, the cloud server sends the processed result back to the IoT device. Experimental results show that compared with the state-of-the-art approaches, the proposed framework improves recognition accuracy by about 6% and reduces network traffic by up to 94%." @default.
• W3197855968 created "2021-09-13" @default.
• W3197855968 creator A5016717153 @default.
• W3197855968 creator A5027148228 @default.
• W3197855968 creator A5035377793 @default.
• W3197855968 creator A5046959149 @default.
• W3197855968 creator A5054814598 @default.
• W3197855968 creator A5069739048 @default.
• W3197855968 date "2023-01-01" @default.
• W3197855968 modified "2023-10-04" @default.
• W3197855968 title "Towards Diversified IoT Image Recognition Services in Mobile Edge Computing" @default.
• W3197855968 cites W1544342974 @default.
• W3197855968 cites W1983557401 @default.
• W3197855968 cites W2013552621 @default.
• W3197855968 cites W2021814615 @default.
• W3197855968 cites W2023717039 @default.
• W3197855968 cites W2058232500 @default.
• W3197855968 cites W2069509612 @default.
• W3197855968 cites W2115763357 @default.
• W3197855968 cites W2151103935 @default.
• W3197855968 cites W2171022634 @default.
• W3197855968 cites W2180082715 @default.
• W3197855968 cites W2196170241 @default.
• W3197855968 cites W2215003561 @default.
• W3197855968 cites W2344311715 @default.
• W3197855968 cites W2345217075 @default.
• W3197855968 cites W2513158035 @default.
• W3197855968 cites W2533394141 @default.
• W3197855968 cites W2605344455 @default.
• W3197855968 cites W2615459164 @default.
• W3197855968 cites W2740101263 @default.
• W3197855968 cites W2751045880 @default.
• W3197855968 cites W2751904527 @default.
• W3197855968 cites W2766136152 @default.
• W3197855968 cites W2769635888 @default.
• W3197855968 cites W2920985864 @default.
• W3197855968 cites W2921315455 @default.
• W3197855968 cites W2962682893 @default.
• W3197855968 cites W2972268941 @default.
• W3197855968 cites W2975653970 @default.
• W3197855968 cites W3003378062 @default.
• W3197855968 cites W3008684691 @default.
• W3197855968 cites W3101962329 @default.
• W3197855968 cites W3113877627 @default.
• W3197855968 doi "https://doi.org/10.1109/tcc.2021.3109385" @default.
• W3197855968 hasPublicationYear "2023" @default.
• W3197855968 type Work @default.
• W3197855968 sameAs 3197855968 @default.
• W3197855968 citedByCount "3" @default.
• W3197855968 countsByYear W31978559682022 @default.
• W3197855968 countsByYear W31978559682023 @default.
• W3197855968 crossrefType "journal-article" @default.
• W3197855968 hasAuthorship W3197855968A5016717153 @default.
• W3197855968 hasAuthorship W3197855968A5027148228 @default.
• W3197855968 hasAuthorship W3197855968A5035377793 @default.
• W3197855968 hasAuthorship W3197855968A5046959149 @default.
• W3197855968 hasAuthorship W3197855968A5054814598 @default.
• W3197855968 hasAuthorship W3197855968A5069739048 @default.
• W3197855968 hasConcept C111919701 @default.
• W3197855968 hasConcept C121687571 @default.
• W3197855968 hasConcept C138885662 @default.
• W3197855968 hasConcept C154945302 @default.
• W3197855968 hasConcept C186967261 @default.
• W3197855968 hasConcept C2776401178 @default.
• W3197855968 hasConcept C2778456923 @default.
• W3197855968 hasConcept C31258907 @default.
• W3197855968 hasConcept C41008148 @default.
• W3197855968 hasConcept C41895202 @default.
• W3197855968 hasConcept C52622490 @default.
• W3197855968 hasConcept C71901391 @default.
• W3197855968 hasConcept C79974875 @default.
• W3197855968 hasConcept C93996380 @default.
• W3197855968 hasConcept C97931131 @default.
• W3197855968 hasConceptScore W3197855968C111919701 @default.
• W3197855968 hasConceptScore W3197855968C121687571 @default.
• W3197855968 hasConceptScore W3197855968C138885662 @default.
• W3197855968 hasConceptScore W3197855968C154945302 @default.
• W3197855968 hasConceptScore W3197855968C186967261 @default.
• W3197855968 hasConceptScore W3197855968C2776401178 @default.
• W3197855968 hasConceptScore W3197855968C2778456923 @default.
• W3197855968 hasConceptScore W3197855968C31258907 @default.
• W3197855968 hasConceptScore W3197855968C41008148 @default.
• W3197855968 hasConceptScore W3197855968C41895202 @default.
• W3197855968 hasConceptScore W3197855968C52622490 @default.
• W3197855968 hasConceptScore W3197855968C71901391 @default.
• W3197855968 hasConceptScore W3197855968C79974875 @default.
• W3197855968 hasConceptScore W3197855968C93996380 @default.
• W3197855968 hasConceptScore W3197855968C97931131 @default.
• W3197855968 hasFunder F4320321001 @default.
• W3197855968 hasIssue "1" @default.
• W3197855968 hasLocation W31978559681 @default.
• W3197855968 hasOpenAccess W3197855968 @default.
• W3197855968 hasPrimaryLocation W31978559681 @default.
• W3197855968 hasRelatedWork W2018162148 @default.
• W3197855968 hasRelatedWork W2336778017 @default.
• W3197855968 hasRelatedWork W2743003114 @default.
• W3197855968 hasRelatedWork W2806506455 @default.
• W3197855968 hasRelatedWork W2890226260 @default.

• next