FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W2893231571> ?p ?o ?g. }

• W2893231571 endingPage "1" @default.
• W2893231571 startingPage "1" @default.
• W2893231571 abstract "The ability for computers to target and track objects within video sequences has attracted increasing amounts of attention in recent years. Many tracking algorithms adopt correlation filtering-based algorithms, in which targeting of features in the previous video frame is essential to predicting the target’s position in the next frame. A serious problem in tracking is drift. If drift occurs in the present frame, it becomes increasingly difficult to correct this error in later frames, which can lead to loss of the tracked target and greatly reduced tracking accuracy and stability. To solve this problem and improve tracking performance, we propose an algorithm that incorporates deep features. A sparse representation method is used to filter deep features and improve their complexity. Then, a Siamese network is used to judge the similarities between the target and template and determine a confidence level. Next, a single shot multibox detector (SSD) is introduced to support tracking, which is activated when the confidence level falls below a certain threshold. The correct target can be found by scanning the present frame using the detector and then updating the template. The confidence level is then reduced and the SSD continues working to resolve the drift. Tracking stability and accuracy are greatly improved after the redetection process. We use large-scale benchmark datasets to demonstrate that the proposed approach performs better than existing state-of-the-art approaches." @default.
• W2893231571 created "2018-10-05" @default.
• W2893231571 creator A5010949508 @default.
• W2893231571 creator A5021257957 @default.
• W2893231571 creator A5038287028 @default.
• W2893231571 creator A5067150602 @default.
• W2893231571 creator A5074531628 @default.
• W2893231571 creator A5084423408 @default.
• W2893231571 date "2018-09-26" @default.
• W2893231571 modified "2023-09-26" @default.
• W2893231571 title "Long-term tracking algorithm using deep features and a single shot multibox detector" @default.
• W2893231571 cites W1857884451 @default.
• W2893231571 cites W1906374873 @default.
• W2893231571 cites W1955514522 @default.
• W2893231571 cites W1964846093 @default.
• W2893231571 cites W2044986361 @default.
• W2893231571 cites W2059781288 @default.
• W2893231571 cites W2089961441 @default.
• W2893231571 cites W2092841641 @default.
• W2893231571 cites W2124211486 @default.
• W2893231571 cites W2154889144 @default.
• W2893231571 cites W2158592639 @default.
• W2893231571 cites W2161969291 @default.
• W2893231571 cites W2162383208 @default.
• W2893231571 cites W2211629196 @default.
• W2893231571 cites W2474599091 @default.
• W2893231571 cites W2520200494 @default.
• W2893231571 cites W2557641257 @default.
• W2893231571 cites W2583491955 @default.
• W2893231571 cites W2607016424 @default.
• W2893231571 cites W2609910506 @default.
• W2893231571 cites W2740685955 @default.
• W2893231571 cites W2767101793 @default.
• W2893231571 cites W2768166594 @default.
• W2893231571 cites W2786383677 @default.
• W2893231571 cites W2800990595 @default.
• W2893231571 cites W2949708864 @default.
• W2893231571 cites W2964069521 @default.
• W2893231571 cites W2964111344 @default.
• W2893231571 cites W3102624093 @default.
• W2893231571 cites W4244226194 @default.
• W2893231571 cites W4250462903 @default.
• W2893231571 doi "https://doi.org/10.1117/1.jei.27.5.053019" @default.
• W2893231571 hasPublicationYear "2018" @default.
• W2893231571 type Work @default.
• W2893231571 sameAs 2893231571 @default.
• W2893231571 citedByCount "1" @default.
• W2893231571 countsByYear W28932315712023 @default.
• W2893231571 crossrefType "journal-article" @default.
• W2893231571 hasAuthorship W2893231571A5010949508 @default.
• W2893231571 hasAuthorship W2893231571A5021257957 @default.
• W2893231571 hasAuthorship W2893231571A5038287028 @default.
• W2893231571 hasAuthorship W2893231571A5067150602 @default.
• W2893231571 hasAuthorship W2893231571A5074531628 @default.
• W2893231571 hasAuthorship W2893231571A5084423408 @default.
• W2893231571 hasConcept C112972136 @default.
• W2893231571 hasConcept C11413529 @default.
• W2893231571 hasConcept C119857082 @default.
• W2893231571 hasConcept C121332964 @default.
• W2893231571 hasConcept C126042441 @default.
• W2893231571 hasConcept C13280743 @default.
• W2893231571 hasConcept C154586513 @default.
• W2893231571 hasConcept C154945302 @default.
• W2893231571 hasConcept C157286648 @default.
• W2893231571 hasConcept C15744967 @default.
• W2893231571 hasConcept C185798385 @default.
• W2893231571 hasConcept C19417346 @default.
• W2893231571 hasConcept C202474056 @default.
• W2893231571 hasConcept C205649164 @default.
• W2893231571 hasConcept C2775936607 @default.
• W2893231571 hasConcept C31972630 @default.
• W2893231571 hasConcept C3261483 @default.
• W2893231571 hasConcept C41008148 @default.
• W2893231571 hasConcept C61797465 @default.
• W2893231571 hasConcept C62520636 @default.
• W2893231571 hasConcept C65483669 @default.
• W2893231571 hasConcept C76155785 @default.
• W2893231571 hasConcept C94915269 @default.
• W2893231571 hasConceptScore W2893231571C112972136 @default.
• W2893231571 hasConceptScore W2893231571C11413529 @default.
• W2893231571 hasConceptScore W2893231571C119857082 @default.
• W2893231571 hasConceptScore W2893231571C121332964 @default.
• W2893231571 hasConceptScore W2893231571C126042441 @default.
• W2893231571 hasConceptScore W2893231571C13280743 @default.
• W2893231571 hasConceptScore W2893231571C154586513 @default.
• W2893231571 hasConceptScore W2893231571C154945302 @default.
• W2893231571 hasConceptScore W2893231571C157286648 @default.
• W2893231571 hasConceptScore W2893231571C15744967 @default.
• W2893231571 hasConceptScore W2893231571C185798385 @default.
• W2893231571 hasConceptScore W2893231571C19417346 @default.
• W2893231571 hasConceptScore W2893231571C202474056 @default.
• W2893231571 hasConceptScore W2893231571C205649164 @default.
• W2893231571 hasConceptScore W2893231571C2775936607 @default.
• W2893231571 hasConceptScore W2893231571C31972630 @default.
• W2893231571 hasConceptScore W2893231571C3261483 @default.
• W2893231571 hasConceptScore W2893231571C41008148 @default.
• W2893231571 hasConceptScore W2893231571C61797465 @default.
• W2893231571 hasConceptScore W2893231571C62520636 @default.

• next