Matches in SemOpenAlex for { <https://semopenalex.org/work/W2970352464> ?p ?o ?g. }
Showing items 1 to 81 of
81
with 100 items per page.
- W2970352464 abstract "Background Modelling and Foreground detection in sports has been achieved by cleverly developing a model of a background from a video by deducing knowledge from frames and comparing this model to every subsequent frame and subtracting the background region from it, hence leaving the foreground detected. This output from GMM background subtraction is fed into the feature extraction algorithm, which segregates the players based on teams. By extracting information of primary colors from each frame, the design of the algorithm based on the color of preference is done. Tracking algorithms Kalman and extended Kalman Filters help to predict and correct the location of players and in correctly estimating their trajectory on the field. Challenges such as shadowing, occlusions and illumination changes are addressed. The designed algorithms are tested against a set of performance parameters for the following datasets (Norway and FIFA) using MATLAB (2017b) and the inferences are respectively made. Object detection, motion detection and Kalman filter algorithms are implemented and the observed results are 100%, 84% and 100% accuracy respectively. With the results quantification and performance analysis, it is observed that with the decrease in contrast between player jerseys a decrease in detection accuracy occurs and with players crowded regions on the field and occluded players a decrease in tracking accuracy was observed." @default.
- W2970352464 created "2019-09-05" @default.
- W2970352464 creator A5003557169 @default.
- W2970352464 creator A5009484680 @default.
- W2970352464 creator A5039639434 @default.
- W2970352464 date "2019-03-01" @default.
- W2970352464 modified "2023-10-06" @default.
- W2970352464 title "Background-modelling techniques for foreground detection and Tracking using Gaussian Mixture Model" @default.
- W2970352464 cites W1578830017 @default.
- W2970352464 cites W1691183209 @default.
- W2970352464 cites W2033009866 @default.
- W2970352464 cites W2055753581 @default.
- W2970352464 cites W2148471225 @default.
- W2970352464 cites W2418459680 @default.
- W2970352464 cites W2569292362 @default.
- W2970352464 cites W2575830442 @default.
- W2970352464 cites W2782886432 @default.
- W2970352464 cites W2786142712 @default.
- W2970352464 cites W2901734672 @default.
- W2970352464 cites W2901758161 @default.
- W2970352464 cites W2908939556 @default.
- W2970352464 cites W2954322502 @default.
- W2970352464 cites W4243027931 @default.
- W2970352464 doi "https://doi.org/10.1109/iccmc.2019.8819825" @default.
- W2970352464 hasPublicationYear "2019" @default.
- W2970352464 type Work @default.
- W2970352464 sameAs 2970352464 @default.
- W2970352464 citedByCount "16" @default.
- W2970352464 countsByYear W29703524642020 @default.
- W2970352464 countsByYear W29703524642021 @default.
- W2970352464 countsByYear W29703524642022 @default.
- W2970352464 countsByYear W29703524642023 @default.
- W2970352464 crossrefType "proceedings-article" @default.
- W2970352464 hasAuthorship W2970352464A5003557169 @default.
- W2970352464 hasAuthorship W2970352464A5009484680 @default.
- W2970352464 hasAuthorship W2970352464A5039639434 @default.
- W2970352464 hasConcept C121332964 @default.
- W2970352464 hasConcept C153180895 @default.
- W2970352464 hasConcept C154945302 @default.
- W2970352464 hasConcept C15744967 @default.
- W2970352464 hasConcept C163716315 @default.
- W2970352464 hasConcept C19417346 @default.
- W2970352464 hasConcept C2775936607 @default.
- W2970352464 hasConcept C2776151529 @default.
- W2970352464 hasConcept C2779769447 @default.
- W2970352464 hasConcept C31972630 @default.
- W2970352464 hasConcept C41008148 @default.
- W2970352464 hasConcept C61224824 @default.
- W2970352464 hasConcept C61326573 @default.
- W2970352464 hasConcept C62520636 @default.
- W2970352464 hasConceptScore W2970352464C121332964 @default.
- W2970352464 hasConceptScore W2970352464C153180895 @default.
- W2970352464 hasConceptScore W2970352464C154945302 @default.
- W2970352464 hasConceptScore W2970352464C15744967 @default.
- W2970352464 hasConceptScore W2970352464C163716315 @default.
- W2970352464 hasConceptScore W2970352464C19417346 @default.
- W2970352464 hasConceptScore W2970352464C2775936607 @default.
- W2970352464 hasConceptScore W2970352464C2776151529 @default.
- W2970352464 hasConceptScore W2970352464C2779769447 @default.
- W2970352464 hasConceptScore W2970352464C31972630 @default.
- W2970352464 hasConceptScore W2970352464C41008148 @default.
- W2970352464 hasConceptScore W2970352464C61224824 @default.
- W2970352464 hasConceptScore W2970352464C61326573 @default.
- W2970352464 hasConceptScore W2970352464C62520636 @default.
- W2970352464 hasLocation W29703524641 @default.
- W2970352464 hasOpenAccess W2970352464 @default.
- W2970352464 hasPrimaryLocation W29703524641 @default.
- W2970352464 hasRelatedWork W1972297706 @default.
- W2970352464 hasRelatedWork W1981269782 @default.
- W2970352464 hasRelatedWork W1983333094 @default.
- W2970352464 hasRelatedWork W1989698717 @default.
- W2970352464 hasRelatedWork W1990509243 @default.
- W2970352464 hasRelatedWork W206576119 @default.
- W2970352464 hasRelatedWork W2161772011 @default.
- W2970352464 hasRelatedWork W2353747495 @default.
- W2970352464 hasRelatedWork W2836110447 @default.
- W2970352464 hasRelatedWork W3004806028 @default.
- W2970352464 isParatext "false" @default.
- W2970352464 isRetracted "false" @default.
- W2970352464 magId "2970352464" @default.
- W2970352464 workType "article" @default.