Matches in SemOpenAlex for { <https://semopenalex.org/work/W2962996457> ?p ?o ?g. }
Showing items 1 to 70 of
70
with 100 items per page.
- W2962996457 abstract "With the growth in the elderly population, fall detection methods for the elderly are of great significance. In this paper, we propose a deep learning-based method for real-time fall detection continuous depth maps with Residual Fall Detection Network (RFD-Net). Our method incorporates feature extraction with fall detection. In feature extraction part, seven important features that accurately represent the body posture are extracted from the depth maps to reduce the computation load. In the fall detection part, a novel RFD-Net is proposed to recognize body posture for fall detection. Meanwhile, two other networks are developed to compare with RFD-Net. The experimental results show that the extracted features are good representative of the body posture, and our method delivers performance with a fall detection accuracy of 98.51%, which is higher than other related methods." @default.
- W2962996457 created "2019-07-30" @default.
- W2962996457 creator A5004130985 @default.
- W2962996457 creator A5049713946 @default.
- W2962996457 creator A5083688024 @default.
- W2962996457 creator A5086503563 @default.
- W2962996457 date "2019-01-01" @default.
- W2962996457 modified "2023-09-28" @default.
- W2962996457 title "ReFall: Real-Time Fall Detection of Continuous Depth Maps with RFD-Net" @default.
- W2962996457 cites W2023756500 @default.
- W2962996457 cites W2086023031 @default.
- W2962996457 cites W2144499799 @default.
- W2962996457 cites W2164086816 @default.
- W2962996457 cites W2194775991 @default.
- W2962996457 cites W2772973030 @default.
- W2962996457 cites W2802084776 @default.
- W2962996457 cites W2810494746 @default.
- W2962996457 cites W2899618370 @default.
- W2962996457 cites W2909645133 @default.
- W2962996457 cites W2964241613 @default.
- W2962996457 doi "https://doi.org/10.1007/978-981-13-9917-6_62" @default.
- W2962996457 hasPublicationYear "2019" @default.
- W2962996457 type Work @default.
- W2962996457 sameAs 2962996457 @default.
- W2962996457 citedByCount "1" @default.
- W2962996457 countsByYear W29629964572023 @default.
- W2962996457 crossrefType "book-chapter" @default.
- W2962996457 hasAuthorship W2962996457A5004130985 @default.
- W2962996457 hasAuthorship W2962996457A5049713946 @default.
- W2962996457 hasAuthorship W2962996457A5083688024 @default.
- W2962996457 hasAuthorship W2962996457A5086503563 @default.
- W2962996457 hasConcept C11413529 @default.
- W2962996457 hasConcept C138885662 @default.
- W2962996457 hasConcept C153180895 @default.
- W2962996457 hasConcept C154945302 @default.
- W2962996457 hasConcept C155512373 @default.
- W2962996457 hasConcept C2776401178 @default.
- W2962996457 hasConcept C31972630 @default.
- W2962996457 hasConcept C41008148 @default.
- W2962996457 hasConcept C41895202 @default.
- W2962996457 hasConcept C45374587 @default.
- W2962996457 hasConcept C52622490 @default.
- W2962996457 hasConceptScore W2962996457C11413529 @default.
- W2962996457 hasConceptScore W2962996457C138885662 @default.
- W2962996457 hasConceptScore W2962996457C153180895 @default.
- W2962996457 hasConceptScore W2962996457C154945302 @default.
- W2962996457 hasConceptScore W2962996457C155512373 @default.
- W2962996457 hasConceptScore W2962996457C2776401178 @default.
- W2962996457 hasConceptScore W2962996457C31972630 @default.
- W2962996457 hasConceptScore W2962996457C41008148 @default.
- W2962996457 hasConceptScore W2962996457C41895202 @default.
- W2962996457 hasConceptScore W2962996457C45374587 @default.
- W2962996457 hasConceptScore W2962996457C52622490 @default.
- W2962996457 hasLocation W29629964571 @default.
- W2962996457 hasOpenAccess W2962996457 @default.
- W2962996457 hasPrimaryLocation W29629964571 @default.
- W2962996457 hasRelatedWork W2165650135 @default.
- W2962996457 hasRelatedWork W2333374082 @default.
- W2962996457 hasRelatedWork W2370986155 @default.
- W2962996457 hasRelatedWork W2376880888 @default.
- W2962996457 hasRelatedWork W2386243687 @default.
- W2962996457 hasRelatedWork W2809555184 @default.
- W2962996457 hasRelatedWork W3005051957 @default.
- W2962996457 hasRelatedWork W3173513678 @default.
- W2962996457 hasRelatedWork W414362891 @default.
- W2962996457 hasRelatedWork W4247711490 @default.
- W2962996457 isParatext "false" @default.
- W2962996457 isRetracted "false" @default.
- W2962996457 magId "2962996457" @default.
- W2962996457 workType "book-chapter" @default.