Matches in SemOpenAlex for { <https://semopenalex.org/work/W4309747008> ?p ?o ?g. }
- W4309747008 abstract "Cross-view action recognition plays a pivotal role in some occasions where multiple cameras are required for monitoring. However, it has not performed well yet. One of the main challenges many researchers face is the divergence in viewpoints. This paper focuses on a semisupervised cross-domain feature construction and alignment method for action recognition from cross-view cameras. The proposed framework has four significant steps: First, shape context features are extracted, integrated, and encoded as the pose-level feature representation on a low-dimensional space. Second, key poses are obtained by clustering the pose features and considering the sequence-level feature representation. In the next step, the integrated sequence-level features from different view domains are matched via nonlinear kernelized manifold alignment and brought into a shared space by establishing two different projection matrices to learn a transferable model for cross-view action representation. In the final step, a linear SVM classifier is learned to label the unseen actions from different view domains. Experimental results over benchmark datasets report recognition rates of 90%, 90.91%, and 92.95% on INRIA Xmas Motion Acquisition Sequences, Northwestern-UCLA Multi-View 3D Actions, and multi-view action recognition dataset datasets, respectively, which show that our method achieves superior performance." @default.
- W4309747008 created "2022-11-29" @default.
- W4309747008 creator A5003487258 @default.
- W4309747008 creator A5058808298 @default.
- W4309747008 creator A5079872289 @default.
- W4309747008 date "2022-11-23" @default.
- W4309747008 modified "2023-09-23" @default.
- W4309747008 title "Cross-domain learned view-invariant representation for cross-view action recognition" @default.
- W4309747008 cites W1531883353 @default.
- W4309747008 cites W1580629795 @default.
- W4309747008 cites W1992817935 @default.
- W4309747008 cites W2013076218 @default.
- W4309747008 cites W2054041160 @default.
- W4309747008 cites W2105101328 @default.
- W4309747008 cites W2136853139 @default.
- W4309747008 cites W2165918594 @default.
- W4309747008 cites W2274861992 @default.
- W4309747008 cites W2285907740 @default.
- W4309747008 cites W2293352836 @default.
- W4309747008 cites W2313747897 @default.
- W4309747008 cites W2327854675 @default.
- W4309747008 cites W2422697180 @default.
- W4309747008 cites W2428757121 @default.
- W4309747008 cites W2739892638 @default.
- W4309747008 cites W2740361506 @default.
- W4309747008 cites W2754216990 @default.
- W4309747008 cites W2766893746 @default.
- W4309747008 cites W2775525047 @default.
- W4309747008 cites W2792969342 @default.
- W4309747008 cites W2889274229 @default.
- W4309747008 cites W2892946488 @default.
- W4309747008 cites W2894942405 @default.
- W4309747008 cites W2904255843 @default.
- W4309747008 cites W2906529026 @default.
- W4309747008 cites W2914340986 @default.
- W4309747008 cites W2950705418 @default.
- W4309747008 cites W2963924008 @default.
- W4309747008 cites W2963991565 @default.
- W4309747008 cites W2964934387 @default.
- W4309747008 cites W2969261732 @default.
- W4309747008 cites W2981682949 @default.
- W4309747008 cites W2983050716 @default.
- W4309747008 cites W2987427063 @default.
- W4309747008 cites W2990654629 @default.
- W4309747008 cites W2996787432 @default.
- W4309747008 cites W2998446648 @default.
- W4309747008 cites W2999794487 @default.
- W4309747008 cites W3047358409 @default.
- W4309747008 cites W3111213018 @default.
- W4309747008 cites W3164678500 @default.
- W4309747008 cites W3203384343 @default.
- W4309747008 cites W3205907427 @default.
- W4309747008 cites W3217059328 @default.
- W4309747008 cites W4210279275 @default.
- W4309747008 doi "https://doi.org/10.1117/1.jei.31.6.063026" @default.
- W4309747008 hasPublicationYear "2022" @default.
- W4309747008 type Work @default.
- W4309747008 citedByCount "0" @default.
- W4309747008 crossrefType "journal-article" @default.
- W4309747008 hasAuthorship W4309747008A5003487258 @default.
- W4309747008 hasAuthorship W4309747008A5058808298 @default.
- W4309747008 hasAuthorship W4309747008A5079872289 @default.
- W4309747008 hasConcept C12267149 @default.
- W4309747008 hasConcept C153180895 @default.
- W4309747008 hasConcept C154945302 @default.
- W4309747008 hasConcept C190470478 @default.
- W4309747008 hasConcept C2777212361 @default.
- W4309747008 hasConcept C2987834672 @default.
- W4309747008 hasConcept C31510193 @default.
- W4309747008 hasConcept C31972630 @default.
- W4309747008 hasConcept C33923547 @default.
- W4309747008 hasConcept C37914503 @default.
- W4309747008 hasConcept C41008148 @default.
- W4309747008 hasConcept C83665646 @default.
- W4309747008 hasConcept C95623464 @default.
- W4309747008 hasConceptScore W4309747008C12267149 @default.
- W4309747008 hasConceptScore W4309747008C153180895 @default.
- W4309747008 hasConceptScore W4309747008C154945302 @default.
- W4309747008 hasConceptScore W4309747008C190470478 @default.
- W4309747008 hasConceptScore W4309747008C2777212361 @default.
- W4309747008 hasConceptScore W4309747008C2987834672 @default.
- W4309747008 hasConceptScore W4309747008C31510193 @default.
- W4309747008 hasConceptScore W4309747008C31972630 @default.
- W4309747008 hasConceptScore W4309747008C33923547 @default.
- W4309747008 hasConceptScore W4309747008C37914503 @default.
- W4309747008 hasConceptScore W4309747008C41008148 @default.
- W4309747008 hasConceptScore W4309747008C83665646 @default.
- W4309747008 hasConceptScore W4309747008C95623464 @default.
- W4309747008 hasIssue "06" @default.
- W4309747008 hasLocation W43097470081 @default.
- W4309747008 hasOpenAccess W4309747008 @default.
- W4309747008 hasPrimaryLocation W43097470081 @default.
- W4309747008 hasRelatedWork W2041636156 @default.
- W4309747008 hasRelatedWork W2153189372 @default.
- W4309747008 hasRelatedWork W2160451891 @default.
- W4309747008 hasRelatedWork W2167440101 @default.
- W4309747008 hasRelatedWork W2248182120 @default.
- W4309747008 hasRelatedWork W2368987896 @default.
- W4309747008 hasRelatedWork W2379065761 @default.
- W4309747008 hasRelatedWork W2734744645 @default.