Group Trajectory Analysis in Sport Videos
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University of Dayton / OhioLINK
2021
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| Online Access: | http://rave.ohiolink.edu/etdc/view?acc_num=dayton1619636056814278 |
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ndltd-OhioLink-oai-etd.ohiolink.edu-dayton16196360568142782021-08-03T07:17:18Z Group Trajectory Analysis in Sport Videos Duraivelan, Shreenivasan Computer Science trajectory prediction trajectory analysis Trajectory Prediction is the problem of predicting the short-term and long-term spatialcoordinates of various agents such as cars, buses, pedestrians. In Trajectory Prediction we use themoment of an agent’s past trajectories to predict action or course the agent is going to make in thefuture. It is difficult to predict trajectory of a player since various factors after the decision whicha player makes, leading to his next step. We propose a model which uses video input from asport, then extracting the data from the video to extract the players movement pattern from whichthe trajectory of the player is predicted through trajectory prediction Network. We implementobject detection and efficient tracking to extract the players position information from the dataset.Our model has a Mean Average Displacement (MAD) of 8.35 2021-05-18 English text University of Dayton / OhioLINK http://rave.ohiolink.edu/etdc/view?acc_num=dayton1619636056814278 http://rave.ohiolink.edu/etdc/view?acc_num=dayton1619636056814278 restricted--full text unavailable until 2023-05-07 This thesis or dissertation is protected by copyright: all rights reserved. It may not be copied or redistributed beyond the terms of applicable copyright laws. |
| collection |
NDLTD |
| language |
English |
| sources |
NDLTD |
| topic |
Computer Science trajectory prediction trajectory analysis |
| spellingShingle |
Computer Science trajectory prediction trajectory analysis Duraivelan, Shreenivasan Group Trajectory Analysis in Sport Videos |
| author |
Duraivelan, Shreenivasan |
| author_facet |
Duraivelan, Shreenivasan |
| author_sort |
Duraivelan, Shreenivasan |
| title |
Group Trajectory Analysis in Sport Videos |
| title_short |
Group Trajectory Analysis in Sport Videos |
| title_full |
Group Trajectory Analysis in Sport Videos |
| title_fullStr |
Group Trajectory Analysis in Sport Videos |
| title_full_unstemmed |
Group Trajectory Analysis in Sport Videos |
| title_sort |
group trajectory analysis in sport videos |
| publisher |
University of Dayton / OhioLINK |
| publishDate |
2021 |
| url |
http://rave.ohiolink.edu/etdc/view?acc_num=dayton1619636056814278 |
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AT duraivelanshreenivasan grouptrajectoryanalysisinsportvideos |
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1719458296130174976 |