FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4313409989> ?p ?o ?g. }

• W4313409989 endingPage "e0275544" @default.
• W4313409989 startingPage "e0275544" @default.
• W4313409989 abstract "The remote photoplethysmography (rPPG) based on cameras, a technology for extracting pulse wave from videos, has been proved to be an effective heart rate (HR) monitoring method and has great potential in many fields; such as health monitoring. However, the change of facial color intensity caused by cardiovascular activities is weak. Environmental illumination changes and subjects' facial movements will produce irregular noise in rPPG signals, resulting in distortion of heart rate pulse signals and affecting the accuracy of heart rate measurement. Given the irregular noises such as motion artifacts and illumination changes in rPPG signals, this paper proposed a new method named LA-SSA. It combines low-rank sparse matrix decomposition and autocorrelation function with singular spectrum analysis (SSA). The low-rank sparse matrix decomposition is employed to globally optimize the components of the rPPG signal obtained by SSA, and some irregular noise is removed. Then, the autocorrelation function is used to optimize the global optimization results locally. The periodic components related to the heartbeat signal are selected, and the denoised rPPG signal is obtained by weighted reconstruction with a singular value ratio. The experiment using UBFC-RPPG and PURE database is performed to assess the performance of the method proposed in this paper. The average absolute error was 1.37 bpm, the 95% confidence interval was -7.56 bpm to 6.45 bpm, and the Pearson correlation coefficient was 98%, superior to most existing video-based heart rate extraction methods. Experimental results show that the proposed method can estimate HR effectively." @default.
• W4313409989 created "2023-01-06" @default.
• W4313409989 creator A5016770120 @default.
• W4313409989 creator A5023293156 @default.
• W4313409989 creator A5039891246 @default.
• W4313409989 creator A5045020301 @default.
• W4313409989 creator A5075976358 @default.
• W4313409989 date "2022-12-30" @default.
• W4313409989 modified "2023-09-30" @default.
• W4313409989 title "Non-contact heart rate estimation based on singular spectrum component reconstruction using low-rank matrix and autocorrelation" @default.
• W4313409989 cites W1984026713 @default.
• W4313409989 cites W1984554603 @default.
• W4313409989 cites W1986273245 @default.
• W4313409989 cites W1986618684 @default.
• W4313409989 cites W1989565953 @default.
• W4313409989 cites W1994303078 @default.
• W4313409989 cites W2003922338 @default.
• W4313409989 cites W2016778993 @default.
• W4313409989 cites W2023513210 @default.
• W4313409989 cites W2029745771 @default.
• W4313409989 cites W2037856229 @default.
• W4313409989 cites W2044935899 @default.
• W4313409989 cites W2055452679 @default.
• W4313409989 cites W2063119760 @default.
• W4313409989 cites W2069692225 @default.
• W4313409989 cites W2120390927 @default.
• W4313409989 cites W2128585298 @default.
• W4313409989 cites W2162033213 @default.
• W4313409989 cites W2324113729 @default.
• W4313409989 cites W2501514717 @default.
• W4313409989 cites W2520509592 @default.
• W4313409989 cites W2766766681 @default.
• W4313409989 cites W2782756505 @default.
• W4313409989 cites W2789896379 @default.
• W4313409989 cites W2792364746 @default.
• W4313409989 cites W2800214897 @default.
• W4313409989 cites W2883264169 @default.
• W4313409989 cites W2884406134 @default.
• W4313409989 cites W2890210513 @default.
• W4313409989 cites W2894833919 @default.
• W4313409989 cites W2900712889 @default.
• W4313409989 cites W2902449706 @default.
• W4313409989 cites W2903521046 @default.
• W4313409989 cites W2941520818 @default.
• W4313409989 cites W2958501326 @default.
• W4313409989 cites W2980584869 @default.
• W4313409989 cites W2984922178 @default.
• W4313409989 cites W2988113624 @default.
• W4313409989 cites W2997072411 @default.
• W4313409989 cites W3004658900 @default.
• W4313409989 cites W3014415343 @default.
• W4313409989 cites W3020054131 @default.
• W4313409989 cites W3048339597 @default.
• W4313409989 cites W3087922470 @default.
• W4313409989 cites W3101998545 @default.
• W4313409989 cites W3108080438 @default.
• W4313409989 cites W3120068059 @default.
• W4313409989 cites W4211014693 @default.
• W4313409989 cites W748353639 @default.
• W4313409989 doi "https://doi.org/10.1371/journal.pone.0275544" @default.
• W4313409989 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36584011" @default.
• W4313409989 hasPublicationYear "2022" @default.
• W4313409989 type Work @default.
• W4313409989 citedByCount "2" @default.
• W4313409989 countsByYear W43134099892023 @default.
• W4313409989 crossrefType "journal-article" @default.
• W4313409989 hasAuthorship W4313409989A5016770120 @default.
• W4313409989 hasAuthorship W4313409989A5023293156 @default.
• W4313409989 hasAuthorship W4313409989A5039891246 @default.
• W4313409989 hasAuthorship W4313409989A5045020301 @default.
• W4313409989 hasAuthorship W4313409989A5075976358 @default.
• W4313409989 hasBestOaLocation W43134099891 @default.
• W4313409989 hasConcept C105795698 @default.
• W4313409989 hasConcept C106131492 @default.
• W4313409989 hasConcept C106487976 @default.
• W4313409989 hasConcept C115961682 @default.
• W4313409989 hasConcept C116390426 @default.
• W4313409989 hasConcept C136272165 @default.
• W4313409989 hasConcept C13852961 @default.
• W4313409989 hasConcept C13944312 @default.
• W4313409989 hasConcept C153180895 @default.
• W4313409989 hasConcept C154945302 @default.
• W4313409989 hasConcept C159985019 @default.
• W4313409989 hasConcept C192562407 @default.
• W4313409989 hasConcept C199360897 @default.
• W4313409989 hasConcept C22789450 @default.
• W4313409989 hasConcept C2779843651 @default.
• W4313409989 hasConcept C31972630 @default.
• W4313409989 hasConcept C33923547 @default.
• W4313409989 hasConcept C38652104 @default.
• W4313409989 hasConcept C4033963 @default.
• W4313409989 hasConcept C41008148 @default.
• W4313409989 hasConcept C5297727 @default.
• W4313409989 hasConcept C99498987 @default.
• W4313409989 hasConceptScore W4313409989C105795698 @default.
• W4313409989 hasConceptScore W4313409989C106131492 @default.
• W4313409989 hasConceptScore W4313409989C106487976 @default.
• W4313409989 hasConceptScore W4313409989C115961682 @default.

• next