Matches in SemOpenAlex for { <https://semopenalex.org/work/W2967700449> ?p ?o ?g. }
Showing items 1 to 95 of
95
with 100 items per page.
- W2967700449 endingPage "36" @default.
- W2967700449 startingPage "18" @default.
- W2967700449 abstract "This article presents a framework for a food intake monitoring system intended for use with persons with Alzheimer's disease and other dementias. Alzheimer's disease has a significant impact on the individual's ability to perform their daily activities including eating. Providing assistance with feeding is a major challenge for caregivers, including a significant time commitment. We present a vision-based system that tracks moving objects, such as the hand, using a combined optical flow and skin region detection algorithms. Skin detection is implemented using two different methods. Hue, saturation, and value (HSV) color space, which is on separation of the illuminance component from chrominance one as the first method and skin color information is extracted from subject's face detected using Viola-Johns algorithm for the second method. Once face and other moving skin regions are detected, bounding boxes are created and used to track all moving regions over the video frames, recognizing eating behavior or the lack of it. Based on experimental results the proposed method using optical flow and skin regions segmentation using HSV color detects the hand to mouth eating motion with 92.12% accuracy. The optical flow and skin region segmentation based on face color information achieves a higher accuracy of 94.29%." @default.
- W2967700449 created "2019-08-22" @default.
- W2967700449 creator A5049630607 @default.
- W2967700449 creator A5050923733 @default.
- W2967700449 creator A5063932683 @default.
- W2967700449 date "2018-07-01" @default.
- W2967700449 modified "2023-09-27" @default.
- W2967700449 title "Monitoring System for Persons With Alzheimer's Disease via Video-Object Tracking" @default.
- W2967700449 cites W1578285471 @default.
- W2967700449 cites W1923863428 @default.
- W2967700449 cites W1978992383 @default.
- W2967700449 cites W1990068111 @default.
- W2967700449 cites W2012627493 @default.
- W2967700449 cites W2017391478 @default.
- W2967700449 cites W2020994185 @default.
- W2967700449 cites W2047974017 @default.
- W2967700449 cites W2067916134 @default.
- W2967700449 cites W2078088780 @default.
- W2967700449 cites W2089824010 @default.
- W2967700449 cites W2090037365 @default.
- W2967700449 cites W2113784097 @default.
- W2967700449 cites W2114646697 @default.
- W2967700449 cites W2120044863 @default.
- W2967700449 cites W2145978076 @default.
- W2967700449 cites W2164598857 @default.
- W2967700449 cites W2168140910 @default.
- W2967700449 cites W2240434406 @default.
- W2967700449 cites W2240492275 @default.
- W2967700449 cites W2246351034 @default.
- W2967700449 cites W2273772877 @default.
- W2967700449 cites W2344645951 @default.
- W2967700449 cites W2467500938 @default.
- W2967700449 cites W2530984401 @default.
- W2967700449 cites W2601453786 @default.
- W2967700449 cites W2736156588 @default.
- W2967700449 doi "https://doi.org/10.4018/ijmdwtfe.2018070102" @default.
- W2967700449 hasPublicationYear "2018" @default.
- W2967700449 type Work @default.
- W2967700449 sameAs 2967700449 @default.
- W2967700449 citedByCount "0" @default.
- W2967700449 crossrefType "journal-article" @default.
- W2967700449 hasAuthorship W2967700449A5049630607 @default.
- W2967700449 hasAuthorship W2967700449A5050923733 @default.
- W2967700449 hasAuthorship W2967700449A5063932683 @default.
- W2967700449 hasConcept C115961682 @default.
- W2967700449 hasConcept C126537357 @default.
- W2967700449 hasConcept C153180895 @default.
- W2967700449 hasConcept C154945302 @default.
- W2967700449 hasConcept C155542232 @default.
- W2967700449 hasConcept C159047783 @default.
- W2967700449 hasConcept C163204269 @default.
- W2967700449 hasConcept C2522874641 @default.
- W2967700449 hasConcept C2961294 @default.
- W2967700449 hasConcept C31972630 @default.
- W2967700449 hasConcept C36372059 @default.
- W2967700449 hasConcept C41008148 @default.
- W2967700449 hasConcept C71924100 @default.
- W2967700449 hasConcept C73313986 @default.
- W2967700449 hasConcept C89600930 @default.
- W2967700449 hasConceptScore W2967700449C115961682 @default.
- W2967700449 hasConceptScore W2967700449C126537357 @default.
- W2967700449 hasConceptScore W2967700449C153180895 @default.
- W2967700449 hasConceptScore W2967700449C154945302 @default.
- W2967700449 hasConceptScore W2967700449C155542232 @default.
- W2967700449 hasConceptScore W2967700449C159047783 @default.
- W2967700449 hasConceptScore W2967700449C163204269 @default.
- W2967700449 hasConceptScore W2967700449C2522874641 @default.
- W2967700449 hasConceptScore W2967700449C2961294 @default.
- W2967700449 hasConceptScore W2967700449C31972630 @default.
- W2967700449 hasConceptScore W2967700449C36372059 @default.
- W2967700449 hasConceptScore W2967700449C41008148 @default.
- W2967700449 hasConceptScore W2967700449C71924100 @default.
- W2967700449 hasConceptScore W2967700449C73313986 @default.
- W2967700449 hasConceptScore W2967700449C89600930 @default.
- W2967700449 hasIssue "2" @default.
- W2967700449 hasLocation W29677004491 @default.
- W2967700449 hasOpenAccess W2967700449 @default.
- W2967700449 hasPrimaryLocation W29677004491 @default.
- W2967700449 hasRelatedWork W169933180 @default.
- W2967700449 hasRelatedWork W1792976964 @default.
- W2967700449 hasRelatedWork W2035801147 @default.
- W2967700449 hasRelatedWork W2053922671 @default.
- W2967700449 hasRelatedWork W2079977054 @default.
- W2967700449 hasRelatedWork W2127700059 @default.
- W2967700449 hasRelatedWork W2188926148 @default.
- W2967700449 hasRelatedWork W2290841555 @default.
- W2967700449 hasRelatedWork W2496904690 @default.
- W2967700449 hasRelatedWork W40964945 @default.
- W2967700449 hasVolume "9" @default.
- W2967700449 isParatext "false" @default.
- W2967700449 isRetracted "false" @default.
- W2967700449 magId "2967700449" @default.
- W2967700449 workType "article" @default.