FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4384273992> ?p ?o ?g. }

• W4384273992 endingPage "499" @default.
• W4384273992 startingPage "493" @default.
• W4384273992 abstract "The use of modern video surveillance systems is associated with solving the tasks of monitoring the activities of personnel and compliance with the technological process based on the analysis and processing of large amounts of video data. This leads to an increase in the cost of information storage, the cost of staff time resources to search for key events over long time periods. The problem of increasing the information value of stored data from video surveillance cameras based on frame filtering and entropy estimation is considered. The implementation of algorithms for processing and compressing information aimed at reducing the volume of stored video data is proposed. The use of this implementation contributes to increasing the overall information value, the efficiency of video surveillance systems by optimizing the volume of stored information and increasing the ratio of useful information. To increase the informational value of video data, a method is proposed that includes the use of modern video compression technologies, a frame filtering algorithm, and an evaluation of the processed video by the Shannon entropy metric. The analysis and comparison of existing video data compression algorithms are performed. An experiment was carried out, as a result of which the correlation between high entropy values and the information value of the frame was proved, the frame filtering algorithm was successfully tested, which allowed to increase entropy by 5.4 times and reduce the duration of the video by 8 times. The use of video data compression methods and efficient codecs, for example, H.265/HEVC, reduced the file size by 14.57 times compared to the original one. The approbation of the proposed method is considered when solving problems of filtering, transmitting, and storing of video data to increase the information value of video data, the productivity of the analysis and information retrieval processes by reducing redundant, useless data fragments. The advantage of the presented method is to remove redundant frames based on motion analysis and entropy estimation of video data, a combination of various approaches to reduce the volume of transmitted and stored information. The application of the method will increase the efficiency of data storage in various video surveillance systems (for logistics centers, warehouse complexes, retail premises)." @default.
• W4384273992 created "2023-07-15" @default.
• W4384273992 creator A5026693443 @default.
• W4384273992 creator A5029039470 @default.
• W4384273992 date "2023-06-01" @default.
• W4384273992 modified "2023-10-18" @default.
• W4384273992 title "Method for increasing the information value of video data based on the removal of redundant frames and entropy estimation" @default.
• W4384273992 doi "https://doi.org/10.17586/2226-1494-2023-23-3-493-499" @default.
• W4384273992 hasPublicationYear "2023" @default.
• W4384273992 type Work @default.
• W4384273992 citedByCount "0" @default.
• W4384273992 crossrefType "journal-article" @default.
• W4384273992 hasAuthorship W4384273992A5026693443 @default.
• W4384273992 hasAuthorship W4384273992A5029039470 @default.
• W4384273992 hasBestOaLocation W43842739921 @default.
• W4384273992 hasConcept C106030495 @default.
• W4384273992 hasConcept C106301342 @default.
• W4384273992 hasConcept C11413529 @default.
• W4384273992 hasConcept C121332964 @default.
• W4384273992 hasConcept C124101348 @default.
• W4384273992 hasConcept C161765866 @default.
• W4384273992 hasConcept C1769480 @default.
• W4384273992 hasConcept C202474056 @default.
• W4384273992 hasConcept C31972630 @default.
• W4384273992 hasConcept C41008148 @default.
• W4384273992 hasConcept C62520636 @default.
• W4384273992 hasConcept C65483669 @default.
• W4384273992 hasConcept C78548338 @default.
• W4384273992 hasConcept C79403827 @default.
• W4384273992 hasConcept C9390403 @default.
• W4384273992 hasConceptScore W4384273992C106030495 @default.
• W4384273992 hasConceptScore W4384273992C106301342 @default.
• W4384273992 hasConceptScore W4384273992C11413529 @default.
• W4384273992 hasConceptScore W4384273992C121332964 @default.
• W4384273992 hasConceptScore W4384273992C124101348 @default.
• W4384273992 hasConceptScore W4384273992C161765866 @default.
• W4384273992 hasConceptScore W4384273992C1769480 @default.
• W4384273992 hasConceptScore W4384273992C202474056 @default.
• W4384273992 hasConceptScore W4384273992C31972630 @default.
• W4384273992 hasConceptScore W4384273992C41008148 @default.
• W4384273992 hasConceptScore W4384273992C62520636 @default.
• W4384273992 hasConceptScore W4384273992C65483669 @default.
• W4384273992 hasConceptScore W4384273992C78548338 @default.
• W4384273992 hasConceptScore W4384273992C79403827 @default.
• W4384273992 hasConceptScore W4384273992C9390403 @default.
• W4384273992 hasIssue "3" @default.
• W4384273992 hasLocation W43842739921 @default.
• W4384273992 hasOpenAccess W4384273992 @default.
• W4384273992 hasPrimaryLocation W43842739921 @default.
• W4384273992 hasRelatedWork W1499852606 @default.
• W4384273992 hasRelatedWork W1560709196 @default.
• W4384273992 hasRelatedWork W2076922599 @default.
• W4384273992 hasRelatedWork W2161465939 @default.
• W4384273992 hasRelatedWork W2944400404 @default.
• W4384273992 hasRelatedWork W2977214741 @default.
• W4384273992 hasRelatedWork W3009101410 @default.
• W4384273992 hasRelatedWork W3043875427 @default.
• W4384273992 hasRelatedWork W3112946639 @default.
• W4384273992 hasRelatedWork W3128902115 @default.
• W4384273992 hasVolume "23" @default.
• W4384273992 isParatext "false" @default.
• W4384273992 isRetracted "false" @default.
• W4384273992 workType "article" @default.