Matches in SemOpenAlex for { <https://semopenalex.org/work/W3038975222> ?p ?o ?g. }
- W3038975222 abstract "In this paper, we study current and upcoming frontiers across the landscape of skeleton-based human action recognition. To begin with, we benchmark state-of-the-art models on the NTU-120 dataset and provide multi-layered assessment of the results. To examine skeleton action recognition 'in the wild', we introduce Skeletics-152, a curated and 3-D pose-annotated subset of RGB videos sourced from Kinetics-700, a large-scale action dataset. The results from benchmarking the top performers of NTU-120 on Skeletics-152 reveal the challenges and domain gap induced by actions 'in the wild'. We extend our study to include out-of-context actions by introducing Skeleton-Mimetics, a dataset derived from the recently introduced Mimetics dataset. Finally, as a new frontier for action recognition, we introduce Metaphorics, a dataset with caption-style annotated YouTube videos of the popular social game Dumb Charades and interpretative dance performances. Overall, our work characterizes the strengths and limitations of existing approaches and datasets. It also provides an assessment of top-performing approaches across a spectrum of activity settings and via the introduced datasets, proposes new frontiers for human action recognition." @default.
- W3038975222 created "2020-07-10" @default.
- W3038975222 creator A5005453726 @default.
- W3038975222 creator A5028048806 @default.
- W3038975222 creator A5038936106 @default.
- W3038975222 creator A5059529421 @default.
- W3038975222 creator A5077254729 @default.
- W3038975222 creator A5077663152 @default.
- W3038975222 creator A5077881029 @default.
- W3038975222 date "2020-07-04" @default.
- W3038975222 modified "2023-09-26" @default.
- W3038975222 title "Quo Vadis, Skeleton Action Recognition ?" @default.
- W3038975222 cites W1148205576 @default.
- W3038975222 cites W1441581489 @default.
- W3038975222 cites W1744759976 @default.
- W3038975222 cites W1893516992 @default.
- W3038975222 cites W203345490 @default.
- W3038975222 cites W2034014085 @default.
- W3038975222 cites W2048821851 @default.
- W3038975222 cites W2052648922 @default.
- W3038975222 cites W2118527252 @default.
- W3038975222 cites W2143267104 @default.
- W3038975222 cites W2144380653 @default.
- W3038975222 cites W2147615062 @default.
- W3038975222 cites W2161299247 @default.
- W3038975222 cites W2184544926 @default.
- W3038975222 cites W2290727245 @default.
- W3038975222 cites W2415469094 @default.
- W3038975222 cites W2472970127 @default.
- W3038975222 cites W2515697918 @default.
- W3038975222 cites W2556782416 @default.
- W3038975222 cites W2574456466 @default.
- W3038975222 cites W2603861860 @default.
- W3038975222 cites W2607707631 @default.
- W3038975222 cites W2613570903 @default.
- W3038975222 cites W2742764018 @default.
- W3038975222 cites W2792747672 @default.
- W3038975222 cites W2798644314 @default.
- W3038975222 cites W2803420692 @default.
- W3038975222 cites W2898274310 @default.
- W3038975222 cites W2902214002 @default.
- W3038975222 cites W2904794088 @default.
- W3038975222 cites W2908138876 @default.
- W3038975222 cites W2940457086 @default.
- W3038975222 cites W2944006115 @default.
- W3038975222 cites W2948058585 @default.
- W3038975222 cites W2948246283 @default.
- W3038975222 cites W2949573861 @default.
- W3038975222 cites W2952172271 @default.
- W3038975222 cites W2952587893 @default.
- W3038975222 cites W2961193895 @default.
- W3038975222 cites W2962730651 @default.
- W3038975222 cites W2963076818 @default.
- W3038975222 cites W2963177663 @default.
- W3038975222 cites W2963282966 @default.
- W3038975222 cites W2963369114 @default.
- W3038975222 cites W2963465695 @default.
- W3038975222 cites W2963524571 @default.
- W3038975222 cites W2964134613 @default.
- W3038975222 cites W2981637078 @default.
- W3038975222 cites W2990525852 @default.
- W3038975222 cites W2990889669 @default.
- W3038975222 cites W2991376513 @default.
- W3038975222 cites W2993496908 @default.
- W3038975222 cites W2996835428 @default.
- W3038975222 cites W3035050855 @default.
- W3038975222 cites W3035225512 @default.
- W3038975222 cites W3035551320 @default.
- W3038975222 cites W3099014939 @default.
- W3038975222 cites W3133964188 @default.
- W3038975222 cites W3185034762 @default.
- W3038975222 hasPublicationYear "2020" @default.
- W3038975222 type Work @default.
- W3038975222 sameAs 3038975222 @default.
- W3038975222 citedByCount "1" @default.
- W3038975222 countsByYear W30389752222022 @default.
- W3038975222 crossrefType "posted-content" @default.
- W3038975222 hasAuthorship W3038975222A5005453726 @default.
- W3038975222 hasAuthorship W3038975222A5028048806 @default.
- W3038975222 hasAuthorship W3038975222A5038936106 @default.
- W3038975222 hasAuthorship W3038975222A5059529421 @default.
- W3038975222 hasAuthorship W3038975222A5077254729 @default.
- W3038975222 hasAuthorship W3038975222A5077663152 @default.
- W3038975222 hasAuthorship W3038975222A5077881029 @default.
- W3038975222 hasConcept C119857082 @default.
- W3038975222 hasConcept C121332964 @default.
- W3038975222 hasConcept C138885662 @default.
- W3038975222 hasConcept C144133560 @default.
- W3038975222 hasConcept C154945302 @default.
- W3038975222 hasConcept C162324750 @default.
- W3038975222 hasConcept C162853370 @default.
- W3038975222 hasConcept C166957645 @default.
- W3038975222 hasConcept C185798385 @default.
- W3038975222 hasConcept C18969341 @default.
- W3038975222 hasConcept C199360897 @default.
- W3038975222 hasConcept C205649164 @default.
- W3038975222 hasConcept C27206212 @default.
- W3038975222 hasConcept C2776748549 @default.
- W3038975222 hasConcept C2777212361 @default.
- W3038975222 hasConcept C2778738651 @default.