Matches in SemOpenAlex for { <https://semopenalex.org/work/W2905332612> ?p ?o ?g. }
Showing items 1 to 90 of
90
with 100 items per page.
- W2905332612 abstract "Processing video data has been widely studied for the reason that it carries a significant amount of useful information that can be used in a variety of computer vision applications such as object detection, people counting, crowd monitoring, and object tracking. With the advent of Apache Hadoop as a framework to process big data, storing and processing large-scale video data have become feasible and faster. This paper proposes a novel strategy to segment large video files before storing them on Hadoop clusters. The proposed video segmentation strategy improves the performance of the video processing algorithms that need a series of preceding frames to extract the information from a given frame; the Background Subtraction (BS) algorithms are examples for such category of video processing. As a benchmark to evaluate the performance of the proposed video segmentation strategy, a MapReduce-based BS algorithm is used. A set of performance experiments is conducted on an Apache Hadoop cluster established on the Amazon EC2 cloud. The experimental results show the accuracy, efficiency, and scalability of the proposed video segmentation strategy." @default.
- W2905332612 created "2018-12-22" @default.
- W2905332612 creator A5003967465 @default.
- W2905332612 creator A5079607757 @default.
- W2905332612 date "2018-10-01" @default.
- W2905332612 modified "2023-09-26" @default.
- W2905332612 title "A Video Segmentation Strategy for Video Processing Applications on Hadoop Clusters" @default.
- W2905332612 cites W1579668146 @default.
- W2905332612 cites W1581008104 @default.
- W2905332612 cites W1598064945 @default.
- W2905332612 cites W1993285972 @default.
- W2905332612 cites W2007047977 @default.
- W2905332612 cites W2009221611 @default.
- W2905332612 cites W2051325012 @default.
- W2905332612 cites W2052524720 @default.
- W2905332612 cites W2059270949 @default.
- W2905332612 cites W2130293653 @default.
- W2905332612 cites W2130593421 @default.
- W2905332612 cites W2211978110 @default.
- W2905332612 cites W2460454877 @default.
- W2905332612 doi "https://doi.org/10.1109/smartworld.2018.00301" @default.
- W2905332612 hasPublicationYear "2018" @default.
- W2905332612 type Work @default.
- W2905332612 sameAs 2905332612 @default.
- W2905332612 citedByCount "6" @default.
- W2905332612 countsByYear W29053326122019 @default.
- W2905332612 countsByYear W29053326122020 @default.
- W2905332612 countsByYear W29053326122022 @default.
- W2905332612 crossrefType "proceedings-article" @default.
- W2905332612 hasAuthorship W2905332612A5003967465 @default.
- W2905332612 hasAuthorship W2905332612A5079607757 @default.
- W2905332612 hasConcept C106030495 @default.
- W2905332612 hasConcept C111919701 @default.
- W2905332612 hasConcept C117090137 @default.
- W2905332612 hasConcept C124101348 @default.
- W2905332612 hasConcept C126042441 @default.
- W2905332612 hasConcept C13280743 @default.
- W2905332612 hasConcept C154945302 @default.
- W2905332612 hasConcept C160633673 @default.
- W2905332612 hasConcept C185798385 @default.
- W2905332612 hasConcept C202474056 @default.
- W2905332612 hasConcept C205649164 @default.
- W2905332612 hasConcept C31972630 @default.
- W2905332612 hasConcept C32653426 @default.
- W2905332612 hasConcept C41008148 @default.
- W2905332612 hasConcept C48044578 @default.
- W2905332612 hasConcept C65483669 @default.
- W2905332612 hasConcept C75684735 @default.
- W2905332612 hasConcept C76155785 @default.
- W2905332612 hasConcept C77088390 @default.
- W2905332612 hasConcept C89600930 @default.
- W2905332612 hasConcept C98045186 @default.
- W2905332612 hasConceptScore W2905332612C106030495 @default.
- W2905332612 hasConceptScore W2905332612C111919701 @default.
- W2905332612 hasConceptScore W2905332612C117090137 @default.
- W2905332612 hasConceptScore W2905332612C124101348 @default.
- W2905332612 hasConceptScore W2905332612C126042441 @default.
- W2905332612 hasConceptScore W2905332612C13280743 @default.
- W2905332612 hasConceptScore W2905332612C154945302 @default.
- W2905332612 hasConceptScore W2905332612C160633673 @default.
- W2905332612 hasConceptScore W2905332612C185798385 @default.
- W2905332612 hasConceptScore W2905332612C202474056 @default.
- W2905332612 hasConceptScore W2905332612C205649164 @default.
- W2905332612 hasConceptScore W2905332612C31972630 @default.
- W2905332612 hasConceptScore W2905332612C32653426 @default.
- W2905332612 hasConceptScore W2905332612C41008148 @default.
- W2905332612 hasConceptScore W2905332612C48044578 @default.
- W2905332612 hasConceptScore W2905332612C65483669 @default.
- W2905332612 hasConceptScore W2905332612C75684735 @default.
- W2905332612 hasConceptScore W2905332612C76155785 @default.
- W2905332612 hasConceptScore W2905332612C77088390 @default.
- W2905332612 hasConceptScore W2905332612C89600930 @default.
- W2905332612 hasConceptScore W2905332612C98045186 @default.
- W2905332612 hasLocation W29053326121 @default.
- W2905332612 hasOpenAccess W2905332612 @default.
- W2905332612 hasPrimaryLocation W29053326121 @default.
- W2905332612 hasRelatedWork W2056978912 @default.
- W2905332612 hasRelatedWork W2069632396 @default.
- W2905332612 hasRelatedWork W2144155874 @default.
- W2905332612 hasRelatedWork W2185623406 @default.
- W2905332612 hasRelatedWork W2187511220 @default.
- W2905332612 hasRelatedWork W2276855938 @default.
- W2905332612 hasRelatedWork W2400701444 @default.
- W2905332612 hasRelatedWork W3177406559 @default.
- W2905332612 hasRelatedWork W2182382398 @default.
- W2905332612 hasRelatedWork W2560316289 @default.
- W2905332612 isParatext "false" @default.
- W2905332612 isRetracted "false" @default.
- W2905332612 magId "2905332612" @default.
- W2905332612 workType "article" @default.