Matches in SemOpenAlex for { <https://semopenalex.org/work/W3204382125> ?p ?o ?g. }
Showing items 1 to 98 of
98
with 100 items per page.
- W3204382125 abstract "Ever-increasing smartphone-generated video content demands intelligent techniques to edit and enhance videos on power-constrained devices. Most of the best performing algorithms for video understanding tasks like action recognition, localization, etc., rely heavily on rich spatio-temporal representations to make accurate predictions. For effective learning of the spatio-temporal representation, it is crucial to understand the underlying object motion patterns present in the video. In this paper, we propose a novel approach for understanding object motions via motion type classification. The proposed motion type classifier predicts a motion type for the video based on the trajectories of the objects present. Our classifier assigns a motion type for the given video from the following five primitive motion classes: linear, projectile, oscillatory, local and random. We demonstrate that the representations learned from the motion type classification generalizes well for the challenging downstream task of video retrieval. Further, we proposed a recommendation system for video playback style based on the motion type classifier predictions." @default.
- W3204382125 created "2021-10-11" @default.
- W3204382125 creator A5002733995 @default.
- W3204382125 creator A5034503603 @default.
- W3204382125 creator A5038328970 @default.
- W3204382125 creator A5041819241 @default.
- W3204382125 creator A5074559620 @default.
- W3204382125 creator A5083245825 @default.
- W3204382125 date "2021-10-03" @default.
- W3204382125 modified "2023-09-27" @default.
- W3204382125 title "Spatio-Temporal Video Representation Learning for AI Based Video Playback Style Prediction." @default.
- W3204382125 cites W1522734439 @default.
- W3204382125 cites W1595717062 @default.
- W3204382125 cites W1928175208 @default.
- W3204382125 cites W2024868105 @default.
- W3204382125 cites W2105101328 @default.
- W3204382125 cites W2108598243 @default.
- W3204382125 cites W2111045798 @default.
- W3204382125 cites W2126579184 @default.
- W3204382125 cites W2142194269 @default.
- W3204382125 cites W2156303437 @default.
- W3204382125 cites W219040644 @default.
- W3204382125 cites W2342662179 @default.
- W3204382125 cites W2487442924 @default.
- W3204382125 cites W2507009361 @default.
- W3204382125 cites W2533739470 @default.
- W3204382125 cites W2550462002 @default.
- W3204382125 cites W2560474170 @default.
- W3204382125 cites W2566769621 @default.
- W3204382125 cites W2619947201 @default.
- W3204382125 cites W2746726611 @default.
- W3204382125 cites W2883429621 @default.
- W3204382125 cites W2948242301 @default.
- W3204382125 cites W2962934715 @default.
- W3204382125 cites W2963155035 @default.
- W3204382125 cites W2963163009 @default.
- W3204382125 cites W2963216700 @default.
- W3204382125 cites W2963524571 @default.
- W3204382125 cites W2963631366 @default.
- W3204382125 cites W2963901365 @default.
- W3204382125 cites W2990152177 @default.
- W3204382125 cites W3008567450 @default.
- W3204382125 cites W3010874390 @default.
- W3204382125 cites W3034215340 @default.
- W3204382125 cites W3047826509 @default.
- W3204382125 cites W3110306138 @default.
- W3204382125 cites W3118817977 @default.
- W3204382125 cites W764651262 @default.
- W3204382125 hasPublicationYear "2021" @default.
- W3204382125 type Work @default.
- W3204382125 sameAs 3204382125 @default.
- W3204382125 citedByCount "0" @default.
- W3204382125 crossrefType "posted-content" @default.
- W3204382125 hasAuthorship W3204382125A5002733995 @default.
- W3204382125 hasAuthorship W3204382125A5034503603 @default.
- W3204382125 hasAuthorship W3204382125A5038328970 @default.
- W3204382125 hasAuthorship W3204382125A5041819241 @default.
- W3204382125 hasAuthorship W3204382125A5074559620 @default.
- W3204382125 hasAuthorship W3204382125A5083245825 @default.
- W3204382125 hasConcept C104114177 @default.
- W3204382125 hasConcept C153180895 @default.
- W3204382125 hasConcept C154945302 @default.
- W3204382125 hasConcept C31972630 @default.
- W3204382125 hasConcept C41008148 @default.
- W3204382125 hasConcept C95623464 @default.
- W3204382125 hasConceptScore W3204382125C104114177 @default.
- W3204382125 hasConceptScore W3204382125C153180895 @default.
- W3204382125 hasConceptScore W3204382125C154945302 @default.
- W3204382125 hasConceptScore W3204382125C31972630 @default.
- W3204382125 hasConceptScore W3204382125C41008148 @default.
- W3204382125 hasConceptScore W3204382125C95623464 @default.
- W3204382125 hasLocation W32043821251 @default.
- W3204382125 hasOpenAccess W3204382125 @default.
- W3204382125 hasPrimaryLocation W32043821251 @default.
- W3204382125 hasRelatedWork W1926645898 @default.
- W3204382125 hasRelatedWork W2144238083 @default.
- W3204382125 hasRelatedWork W2588950296 @default.
- W3204382125 hasRelatedWork W2794977364 @default.
- W3204382125 hasRelatedWork W2798788386 @default.
- W3204382125 hasRelatedWork W2941505483 @default.
- W3204382125 hasRelatedWork W2950503707 @default.
- W3204382125 hasRelatedWork W2963465031 @default.
- W3204382125 hasRelatedWork W2963631366 @default.
- W3204382125 hasRelatedWork W2979299656 @default.
- W3204382125 hasRelatedWork W2999787759 @default.
- W3204382125 hasRelatedWork W3028623748 @default.
- W3204382125 hasRelatedWork W3082025411 @default.
- W3204382125 hasRelatedWork W3100484272 @default.
- W3204382125 hasRelatedWork W3132589999 @default.
- W3204382125 hasRelatedWork W3160717667 @default.
- W3204382125 hasRelatedWork W3180472782 @default.
- W3204382125 hasRelatedWork W3185805871 @default.
- W3204382125 hasRelatedWork W3197113684 @default.
- W3204382125 hasRelatedWork W3009623812 @default.
- W3204382125 isParatext "false" @default.
- W3204382125 isRetracted "false" @default.
- W3204382125 magId "3204382125" @default.
- W3204382125 workType "article" @default.