Matches in SemOpenAlex for { <https://semopenalex.org/work/W2896520611> ?p ?o ?g. }
Showing items 1 to 76 of
76
with 100 items per page.
- W2896520611 abstract "Algorithms for the detection and tracking of objects can be combined into a system that automatically extracts relevant events from a large amount of video data. Such a system , can be particularly useful in video surveillance applications, notably to support analysts in retrieving information from hours of video while working under strict time constraints. Such data pipelines entail all sort of uncertainties, however, which can lead to erroneous detections being presented to the analyst. In this paper we present a novel method to attribute a confidence of correct detection to the output of a computer vision data pipeline. The method relies on a datadriven approach. A machine learning-based classifier is built to separate correct from erroneous detections. It is trained on features extracted from the pipeline; The features relate to both raw data properties, such as image quality, and to video content properties, such as detection characteristics. The validation of the results is done using two full motion video datasets from airborne platforms; the first being of the same type as the training set, the second being of a different type . We conclude that the result of this classifier could be used to build a confidence of correct detection, separating the True Positives from the False Positives. This confidence can furthermore be used to prioritize the detections in order of reliability. This study concludes by identifying additional work measures needed to improve the robustness of the method. © 2018 SPIE." @default.
- W2896520611 created "2018-10-26" @default.
- W2896520611 creator A5007483219 @default.
- W2896520611 creator A5015822082 @default.
- W2896520611 creator A5019900054 @default.
- W2896520611 creator A5024303392 @default.
- W2896520611 creator A5048700863 @default.
- W2896520611 creator A5060327141 @default.
- W2896520611 date "2018-10-08" @default.
- W2896520611 modified "2023-10-16" @default.
- W2896520611 title "Quantifying the uncertainty of event detection in full motion video" @default.
- W2896520611 cites W2067919418 @default.
- W2896520611 cites W4247950230 @default.
- W2896520611 doi "https://doi.org/10.1117/12.2326671" @default.
- W2896520611 hasPublicationYear "2018" @default.
- W2896520611 type Work @default.
- W2896520611 sameAs 2896520611 @default.
- W2896520611 citedByCount "0" @default.
- W2896520611 crossrefType "proceedings-article" @default.
- W2896520611 hasAuthorship W2896520611A5007483219 @default.
- W2896520611 hasAuthorship W2896520611A5015822082 @default.
- W2896520611 hasAuthorship W2896520611A5019900054 @default.
- W2896520611 hasAuthorship W2896520611A5024303392 @default.
- W2896520611 hasAuthorship W2896520611A5048700863 @default.
- W2896520611 hasAuthorship W2896520611A5060327141 @default.
- W2896520611 hasConcept C104317684 @default.
- W2896520611 hasConcept C119857082 @default.
- W2896520611 hasConcept C124101348 @default.
- W2896520611 hasConcept C127413603 @default.
- W2896520611 hasConcept C153180895 @default.
- W2896520611 hasConcept C154945302 @default.
- W2896520611 hasConcept C175309249 @default.
- W2896520611 hasConcept C185592680 @default.
- W2896520611 hasConcept C31972630 @default.
- W2896520611 hasConcept C41008148 @default.
- W2896520611 hasConcept C55493867 @default.
- W2896520611 hasConcept C63479239 @default.
- W2896520611 hasConcept C64869954 @default.
- W2896520611 hasConcept C77088390 @default.
- W2896520611 hasConcept C87717796 @default.
- W2896520611 hasConcept C88548561 @default.
- W2896520611 hasConcept C95623464 @default.
- W2896520611 hasConceptScore W2896520611C104317684 @default.
- W2896520611 hasConceptScore W2896520611C119857082 @default.
- W2896520611 hasConceptScore W2896520611C124101348 @default.
- W2896520611 hasConceptScore W2896520611C127413603 @default.
- W2896520611 hasConceptScore W2896520611C153180895 @default.
- W2896520611 hasConceptScore W2896520611C154945302 @default.
- W2896520611 hasConceptScore W2896520611C175309249 @default.
- W2896520611 hasConceptScore W2896520611C185592680 @default.
- W2896520611 hasConceptScore W2896520611C31972630 @default.
- W2896520611 hasConceptScore W2896520611C41008148 @default.
- W2896520611 hasConceptScore W2896520611C55493867 @default.
- W2896520611 hasConceptScore W2896520611C63479239 @default.
- W2896520611 hasConceptScore W2896520611C64869954 @default.
- W2896520611 hasConceptScore W2896520611C77088390 @default.
- W2896520611 hasConceptScore W2896520611C87717796 @default.
- W2896520611 hasConceptScore W2896520611C88548561 @default.
- W2896520611 hasConceptScore W2896520611C95623464 @default.
- W2896520611 hasLocation W28965206111 @default.
- W2896520611 hasOpenAccess W2896520611 @default.
- W2896520611 hasPrimaryLocation W28965206111 @default.
- W2896520611 hasRelatedWork W1555481854 @default.
- W2896520611 hasRelatedWork W1573508639 @default.
- W2896520611 hasRelatedWork W1984419382 @default.
- W2896520611 hasRelatedWork W1992198034 @default.
- W2896520611 hasRelatedWork W2035976912 @default.
- W2896520611 hasRelatedWork W2036807459 @default.
- W2896520611 hasRelatedWork W2109974539 @default.
- W2896520611 hasRelatedWork W2125927971 @default.
- W2896520611 hasRelatedWork W2541791370 @default.
- W2896520611 hasRelatedWork W2896520611 @default.
- W2896520611 isParatext "false" @default.
- W2896520611 isRetracted "false" @default.
- W2896520611 magId "2896520611" @default.
- W2896520611 workType "article" @default.