FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W1978383016> ?p ?o ?g. }

• W1978383016 endingPage "596" @default.
• W1978383016 startingPage "582" @default.
• W1978383016 abstract "Temporal segmentation of human motion into plausible motion primitives is central to understanding and building computational models of human motion. Several issues contribute to the challenge of discovering motion primitives: the exponential nature of all possible movement combinations, the variability in the temporal scale of human actions, and the complexity of representing articulated motion. We pose the problem of learning motion primitives as one of temporal clustering, and derive an unsupervised hierarchical bottom-up framework called hierarchical aligned cluster analysis (HACA). HACA finds a partition of a given multidimensional time series into m disjoint segments such that each segment belongs to one of k clusters. HACA combines kernel k-means with the generalized dynamic time alignment kernel to cluster time series data. Moreover, it provides a natural framework to find a low-dimensional embedding for time series. HACA is efficiently optimized with a coordinate descent strategy and dynamic programming. Experimental results on motion capture and video data demonstrate the effectiveness of HACA for segmenting complex motions and as a visualization tool. We also compare the performance of HACA to state-of-the-art algorithms for temporal clustering on data of a honey bee dance. The HACA code is available online." @default.
• W1978383016 created "2016-06-24" @default.
• W1978383016 creator A5003508045 @default.
• W1978383016 creator A5011498939 @default.
• W1978383016 creator A5054137460 @default.
• W1978383016 date "2013-03-01" @default.
• W1978383016 modified "2023-10-06" @default.
• W1978383016 title "Hierarchical Aligned Cluster Analysis for Temporal Clustering of Human Motion" @default.
• W1978383016 cites W1864972570 @default.
• W1978383016 cites W1966554111 @default.
• W1978383016 cites W1967042859 @default.
• W1978383016 cites W1978511849 @default.
• W1978383016 cites W1986007546 @default.
• W1978383016 cites W1999192586 @default.
• W1978383016 cites W2001141328 @default.
• W1978383016 cites W2028605775 @default.
• W1978383016 cites W2030991373 @default.
• W1978383016 cites W2032481801 @default.
• W1978383016 cites W2045893916 @default.
• W1978383016 cites W2062465628 @default.
• W1978383016 cites W2073849744 @default.
• W1978383016 cites W2081681829 @default.
• W1978383016 cites W2083393647 @default.
• W1978383016 cites W2097747115 @default.
• W1978383016 cites W2098326400 @default.
• W1978383016 cites W2103139809 @default.
• W1978383016 cites W2107633943 @default.
• W1978383016 cites W2108639716 @default.
• W1978383016 cites W2119227770 @default.
• W1978383016 cites W2119350939 @default.
• W1978383016 cites W2121899951 @default.
• W1978383016 cites W2121947440 @default.
• W1978383016 cites W2124958607 @default.
• W1978383016 cites W2129971280 @default.
• W1978383016 cites W2142261432 @default.
• W1978383016 cites W2142561902 @default.
• W1978383016 cites W2143023146 @default.
• W1978383016 cites W2143354173 @default.
• W1978383016 cites W2146634731 @default.
• W1978383016 cites W2148477345 @default.
• W1978383016 cites W2149438798 @default.
• W1978383016 cites W2152758153 @default.
• W1978383016 cites W2154214162 @default.
• W1978383016 cites W2158169396 @default.
• W1978383016 cites W2160978457 @default.
• W1978383016 cites W2161491846 @default.
• W1978383016 cites W2162238004 @default.
• W1978383016 cites W2165102974 @default.
• W1978383016 cites W2165870892 @default.
• W1978383016 cites W2174035664 @default.
• W1978383016 cites W2249800031 @default.
• W1978383016 cites W2295036925 @default.
• W1978383016 cites W3141200356 @default.
• W1978383016 cites W4239749705 @default.
• W1978383016 cites W4249279051 @default.
• W1978383016 doi "https://doi.org/10.1109/tpami.2012.137" @default.
• W1978383016 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/22732658" @default.
• W1978383016 hasPublicationYear "2013" @default.
• W1978383016 type Work @default.
• W1978383016 sameAs 1978383016 @default.
• W1978383016 citedByCount "294" @default.
• W1978383016 countsByYear W19783830162012 @default.
• W1978383016 countsByYear W19783830162013 @default.
• W1978383016 countsByYear W19783830162014 @default.
• W1978383016 countsByYear W19783830162015 @default.
• W1978383016 countsByYear W19783830162016 @default.
• W1978383016 countsByYear W19783830162017 @default.
• W1978383016 countsByYear W19783830162018 @default.
• W1978383016 countsByYear W19783830162019 @default.
• W1978383016 countsByYear W19783830162020 @default.
• W1978383016 countsByYear W19783830162021 @default.
• W1978383016 countsByYear W19783830162022 @default.
• W1978383016 countsByYear W19783830162023 @default.
• W1978383016 crossrefType "journal-article" @default.
• W1978383016 hasAuthorship W1978383016A5003508045 @default.
• W1978383016 hasAuthorship W1978383016A5011498939 @default.
• W1978383016 hasAuthorship W1978383016A5054137460 @default.
• W1978383016 hasConcept C104114177 @default.
• W1978383016 hasConcept C114614502 @default.
• W1978383016 hasConcept C119857082 @default.
• W1978383016 hasConcept C153180895 @default.
• W1978383016 hasConcept C154945302 @default.
• W1978383016 hasConcept C31972630 @default.
• W1978383016 hasConcept C33923547 @default.
• W1978383016 hasConcept C41008148 @default.
• W1978383016 hasConcept C48007421 @default.
• W1978383016 hasConcept C73555534 @default.
• W1978383016 hasConcept C74193536 @default.
• W1978383016 hasConcept C92835128 @default.
• W1978383016 hasConceptScore W1978383016C104114177 @default.
• W1978383016 hasConceptScore W1978383016C114614502 @default.
• W1978383016 hasConceptScore W1978383016C119857082 @default.
• W1978383016 hasConceptScore W1978383016C153180895 @default.
• W1978383016 hasConceptScore W1978383016C154945302 @default.
• W1978383016 hasConceptScore W1978383016C31972630 @default.
• W1978383016 hasConceptScore W1978383016C33923547 @default.
• W1978383016 hasConceptScore W1978383016C41008148 @default.
• W1978383016 hasConceptScore W1978383016C48007421 @default.

• next