Matches in SemOpenAlex for { <https://semopenalex.org/work/W2910021422> ?p ?o ?g. }
- W2910021422 endingPage "548" @default.
- W2910021422 startingPage "532" @default.
- W2910021422 abstract "Sports video analysis has received increasing attention in recent years. Athlete tracking and action recognition are its two major issues that are highly related to each other; however, they are individually considered and processed in the existing studies. In this paper, we propose a joint framework for athlete tracking and action recognition in sports videos. In athlete tracking, we propose a scaling and occlusion robust tracker, named scaling and occlusion robust compressive tracking (CT), to localize the position of specific athlete in each frame. It follows the approach of CT but extends it in two aspects, i.e., scale refinement as well as occlusion recovery. For the former, an objectness method, edge box, is adopted to generate proposals, which replace the fixed sampling boxes in CT and better fit the scales of the candidate objects. For the latter, a candidate obstruction-based solution is presented, which brings in additional trackers to detect possible obstructions and to relocate the target as occlusion ends. Regarding action recognition, we propose a long-term recurrent region-guided convolutional network, which recognizes pre-defined actions by modeling discriminative temporal cues of the tracking results. We employ SPP-net to extract the robust feature of the tracked region of each frame. The features of all the frames are then fed into a stack of recurrent sequence models to capture the long-term region-level information. We extensively evaluate the proposed approach on a newly collected sports video benchmark and on the off-the-shelf UIUC2 dataset, and the experimental results clearly show its effectiveness." @default.
- W2910021422 created "2019-01-25" @default.
- W2910021422 creator A5041918648 @default.
- W2910021422 creator A5050613147 @default.
- W2910021422 creator A5056972984 @default.
- W2910021422 creator A5061215231 @default.
- W2910021422 date "2020-02-01" @default.
- W2910021422 modified "2023-10-16" @default.
- W2910021422 title "A Joint Framework for Athlete Tracking and Action Recognition in Sports Videos" @default.
- W2910021422 cites W147001025 @default.
- W2910021422 cites W1480762091 @default.
- W2910021422 cites W1593040460 @default.
- W2910021422 cites W1766899219 @default.
- W2910021422 cites W1797109199 @default.
- W2910021422 cites W1867429401 @default.
- W2910021422 cites W1923332106 @default.
- W2910021422 cites W1944615693 @default.
- W2910021422 cites W1964815178 @default.
- W2910021422 cites W1983199253 @default.
- W2910021422 cites W2000326692 @default.
- W2910021422 cites W2016053056 @default.
- W2910021422 cites W2016075127 @default.
- W2910021422 cites W2050155262 @default.
- W2910021422 cites W2062097648 @default.
- W2910021422 cites W2064675550 @default.
- W2910021422 cites W2067279732 @default.
- W2910021422 cites W2073082666 @default.
- W2910021422 cites W2082627290 @default.
- W2910021422 cites W2086383524 @default.
- W2910021422 cites W2089961441 @default.
- W2910021422 cites W2097117768 @default.
- W2910021422 cites W2103876808 @default.
- W2910021422 cites W2105101328 @default.
- W2910021422 cites W2109255472 @default.
- W2910021422 cites W2109579504 @default.
- W2910021422 cites W2110349439 @default.
- W2910021422 cites W2112188245 @default.
- W2910021422 cites W2113929305 @default.
- W2910021422 cites W2115730999 @default.
- W2910021422 cites W2117082318 @default.
- W2910021422 cites W2125337786 @default.
- W2910021422 cites W2126574503 @default.
- W2910021422 cites W2126579184 @default.
- W2910021422 cites W2139047213 @default.
- W2910021422 cites W2142194269 @default.
- W2910021422 cites W2143612262 @default.
- W2910021422 cites W2146634731 @default.
- W2910021422 cites W2147953023 @default.
- W2910021422 cites W2150000644 @default.
- W2910021422 cites W2154889144 @default.
- W2910021422 cites W2162915993 @default.
- W2910021422 cites W2168117308 @default.
- W2910021422 cites W2211629196 @default.
- W2910021422 cites W2259801182 @default.
- W2910021422 cites W2293873019 @default.
- W2910021422 cites W2342662179 @default.
- W2910021422 cites W2343187456 @default.
- W2910021422 cites W2401338685 @default.
- W2910021422 cites W2508429489 @default.
- W2910021422 cites W2603078356 @default.
- W2910021422 cites W2613635555 @default.
- W2910021422 cites W2767620861 @default.
- W2910021422 cites W2962824803 @default.
- W2910021422 cites W2963820951 @default.
- W2910021422 cites W2964111344 @default.
- W2910021422 cites W4249279051 @default.
- W2910021422 cites W7746136 @default.
- W2910021422 doi "https://doi.org/10.1109/tcsvt.2019.2893318" @default.
- W2910021422 hasPublicationYear "2020" @default.
- W2910021422 type Work @default.
- W2910021422 sameAs 2910021422 @default.
- W2910021422 citedByCount "17" @default.
- W2910021422 countsByYear W29100214222019 @default.
- W2910021422 countsByYear W29100214222020 @default.
- W2910021422 countsByYear W29100214222021 @default.
- W2910021422 countsByYear W29100214222022 @default.
- W2910021422 countsByYear W29100214222023 @default.
- W2910021422 crossrefType "journal-article" @default.
- W2910021422 hasAuthorship W2910021422A5041918648 @default.
- W2910021422 hasAuthorship W2910021422A5050613147 @default.
- W2910021422 hasAuthorship W2910021422A5056972984 @default.
- W2910021422 hasAuthorship W2910021422A5061215231 @default.
- W2910021422 hasConcept C126042441 @default.
- W2910021422 hasConcept C13280743 @default.
- W2910021422 hasConcept C153180895 @default.
- W2910021422 hasConcept C154945302 @default.
- W2910021422 hasConcept C15744967 @default.
- W2910021422 hasConcept C185798385 @default.
- W2910021422 hasConcept C19417346 @default.
- W2910021422 hasConcept C202474056 @default.
- W2910021422 hasConcept C205649164 @default.
- W2910021422 hasConcept C2775936607 @default.
- W2910021422 hasConcept C31972630 @default.
- W2910021422 hasConcept C41008148 @default.
- W2910021422 hasConcept C52622490 @default.
- W2910021422 hasConcept C56461940 @default.
- W2910021422 hasConcept C57501372 @default.
- W2910021422 hasConcept C65483669 @default.