Matches in SemOpenAlex for { <https://semopenalex.org/work/W2794267751> ?p ?o ?g. }
Showing items 1 to 88 of
88
with 100 items per page.
- W2794267751 abstract "The detection and tracking of moving dim target in infrared image have been an research hotspot for many years. The target in each frame of images only occupies several pixels without any shape and structure information. Moreover, infrared small target is often submerged in complicated background with low signal-to-clutter ratio, making the detection very difficult. Different backgrounds exhibit different statistical properties, making it becomes extremely complex to detect the target. If the threshold segmentation is not reasonable, there may be more noise points in the final detection, which is unfavorable for the detection of the trajectory of the target. Single-frame target detection may not be able to obtain the desired target and cause high false alarm rate. We believe the combination of suspicious target detection spatially in each frame and temporal association for target tracking will increase reliability of tracking dim target. The detection of dim target is mainly divided into two parts, In the first part, we adopt bilateral filtering method in background suppression, after the threshold segmentation, the suspicious target in each frame are extracted, then we use LSTM(long short term memory) neural network to predict coordinates of target of the next frame. It is a brand-new method base on the movement characteristic of the target in sequence images which could respond to the changes in the relationship between past and future values of the values. Simulation results demonstrate proposed algorithm can effectively predict the trajectory of the moving small target and work efficiently and robustly with low false alarm." @default.
- W2794267751 created "2018-03-29" @default.
- W2794267751 creator A5015357744 @default.
- W2794267751 creator A5063590346 @default.
- W2794267751 creator A5090792777 @default.
- W2794267751 date "2018-02-19" @default.
- W2794267751 modified "2023-10-01" @default.
- W2794267751 title "A new method of small target detection based on neural network" @default.
- W2794267751 doi "https://doi.org/10.1117/12.2285178" @default.
- W2794267751 hasPublicationYear "2018" @default.
- W2794267751 type Work @default.
- W2794267751 sameAs 2794267751 @default.
- W2794267751 citedByCount "2" @default.
- W2794267751 countsByYear W27942677512019 @default.
- W2794267751 countsByYear W27942677512020 @default.
- W2794267751 crossrefType "proceedings-article" @default.
- W2794267751 hasAuthorship W2794267751A5015357744 @default.
- W2794267751 hasAuthorship W2794267751A5063590346 @default.
- W2794267751 hasAuthorship W2794267751A5090792777 @default.
- W2794267751 hasConcept C104317684 @default.
- W2794267751 hasConcept C126042441 @default.
- W2794267751 hasConcept C132094186 @default.
- W2794267751 hasConcept C153180895 @default.
- W2794267751 hasConcept C154945302 @default.
- W2794267751 hasConcept C15744967 @default.
- W2794267751 hasConcept C160633673 @default.
- W2794267751 hasConcept C185592680 @default.
- W2794267751 hasConcept C19417346 @default.
- W2794267751 hasConcept C2775936607 @default.
- W2794267751 hasConcept C2776151529 @default.
- W2794267751 hasConcept C2776836416 @default.
- W2794267751 hasConcept C31972630 @default.
- W2794267751 hasConcept C41008148 @default.
- W2794267751 hasConcept C50644808 @default.
- W2794267751 hasConcept C554190296 @default.
- W2794267751 hasConcept C55493867 @default.
- W2794267751 hasConcept C63479239 @default.
- W2794267751 hasConcept C76155785 @default.
- W2794267751 hasConcept C77052588 @default.
- W2794267751 hasConcept C89600930 @default.
- W2794267751 hasConceptScore W2794267751C104317684 @default.
- W2794267751 hasConceptScore W2794267751C126042441 @default.
- W2794267751 hasConceptScore W2794267751C132094186 @default.
- W2794267751 hasConceptScore W2794267751C153180895 @default.
- W2794267751 hasConceptScore W2794267751C154945302 @default.
- W2794267751 hasConceptScore W2794267751C15744967 @default.
- W2794267751 hasConceptScore W2794267751C160633673 @default.
- W2794267751 hasConceptScore W2794267751C185592680 @default.
- W2794267751 hasConceptScore W2794267751C19417346 @default.
- W2794267751 hasConceptScore W2794267751C2775936607 @default.
- W2794267751 hasConceptScore W2794267751C2776151529 @default.
- W2794267751 hasConceptScore W2794267751C2776836416 @default.
- W2794267751 hasConceptScore W2794267751C31972630 @default.
- W2794267751 hasConceptScore W2794267751C41008148 @default.
- W2794267751 hasConceptScore W2794267751C50644808 @default.
- W2794267751 hasConceptScore W2794267751C554190296 @default.
- W2794267751 hasConceptScore W2794267751C55493867 @default.
- W2794267751 hasConceptScore W2794267751C63479239 @default.
- W2794267751 hasConceptScore W2794267751C76155785 @default.
- W2794267751 hasConceptScore W2794267751C77052588 @default.
- W2794267751 hasConceptScore W2794267751C89600930 @default.
- W2794267751 hasLocation W27942677511 @default.
- W2794267751 hasOpenAccess W2794267751 @default.
- W2794267751 hasPrimaryLocation W27942677511 @default.
- W2794267751 hasRelatedWork W2009438598 @default.
- W2794267751 hasRelatedWork W2240234412 @default.
- W2794267751 hasRelatedWork W2352296967 @default.
- W2794267751 hasRelatedWork W2377366216 @default.
- W2794267751 hasRelatedWork W2378119140 @default.
- W2794267751 hasRelatedWork W2378791928 @default.
- W2794267751 hasRelatedWork W2512556507 @default.
- W2794267751 hasRelatedWork W2779416583 @default.
- W2794267751 hasRelatedWork W2970458488 @default.
- W2794267751 hasRelatedWork W3015310575 @default.
- W2794267751 hasRelatedWork W3091918176 @default.
- W2794267751 hasRelatedWork W3154969524 @default.
- W2794267751 hasRelatedWork W3175507822 @default.
- W2794267751 hasRelatedWork W2795151482 @default.
- W2794267751 hasRelatedWork W2862377626 @default.
- W2794267751 hasRelatedWork W2926258186 @default.
- W2794267751 hasRelatedWork W2961489096 @default.
- W2794267751 hasRelatedWork W3001766585 @default.
- W2794267751 hasRelatedWork W3019848318 @default.
- W2794267751 hasRelatedWork W3027179253 @default.
- W2794267751 isParatext "false" @default.
- W2794267751 isRetracted "false" @default.
- W2794267751 magId "2794267751" @default.
- W2794267751 workType "article" @default.