메뉴 건너뛰기




Volumn 33, Issue , 2015, Pages 247-254

A novel approach for pain intensity detection based on facial feature deformations

Author keywords

Distance metric learning; Distance metric method; Facial feature descriptors; Feature extraction; Pain detection; Pain intensity level detection; Support Vector Machine; Thin Plate Spline

Indexed keywords

CLASSIFICATION (OF INFORMATION); DEFORMATION; FEATURE EXTRACTION; HEALTH; PORE PRESSURE; SPLINES; SUPPORT VECTOR MACHINES;

EID: 84944234474     PISSN: 10473203     EISSN: 10959076     Source Type: Journal    
DOI: 10.1016/j.jvcir.2015.09.007     Document Type: Article
Times cited : (43)

References (36)
  • 1
    • 0024109728 scopus 로고
    • Clinical applications of visual analogue scales: A critical review
    • H.M. McCormack, D.J. de L Horne, and S. Sheather Clinical applications of visual analogue scales: a critical review Psychol. Med. 18 04 1988 1007 1019
    • (1988) Psychol. Med. , vol.18 , Issue.4 , pp. 1007-1019
    • McCormack, H.M.1    De L Horne, D.J.2    Sheather, S.3
  • 2
    • 0022467080 scopus 로고
    • The measurement of clinical pain intensity: A comparison of six methods
    • M.P. Jensen, P. Karoly, and S. Braver The measurement of clinical pain intensity: a comparison of six methods Pain 27 1 1986 117 126
    • (1986) Pain , vol.27 , Issue.1 , pp. 117-126
    • Jensen, M.P.1    Karoly, P.2    Braver, S.3
  • 3
    • 34547745270 scopus 로고    scopus 로고
    • Adult measures of pain: The McGill Pain Questionnaire (MPQ), Rheumatoid Arthritis Pain Scale (RAPS), Short-Form McGill Pain Questionnaire (SF-MPQ), Verbal Descriptive Scale (VDS), Visual Analog Scale (VAS), and West Haven-Yale Multidisciplinary Pain Inventory (WHYMPI)
    • C.S. Burckhardt, and K.D. Jones Adult measures of pain: the McGill Pain Questionnaire (MPQ), Rheumatoid Arthritis Pain Scale (RAPS), Short-Form McGill Pain Questionnaire (SF-MPQ), Verbal Descriptive Scale (VDS), Visual Analog Scale (VAS), and West Haven-Yale Multidisciplinary Pain Inventory (WHYMPI) Arthrit. Care Res. 49 S5 2003 S96 S104
    • (2003) Arthrit. Care Res. , vol.49 , Issue.S5 , pp. S96-S104
    • Burckhardt, C.S.1    Jones, K.D.2
  • 4
    • 0025032384 scopus 로고
    • Reliability of pain scales in the assessment of literate and illiterate patients with rheumatoid arthritis
    • M.B. Ferraz, M. Quaresma, L. Aquino, E. Atra, P. Tugwell, and C. Goldsmith Reliability of pain scales in the assessment of literate and illiterate patients with rheumatoid arthritis J. Rheumatol. 17 8 1990 1022 1024
    • (1990) J. Rheumatol. , vol.17 , Issue.8 , pp. 1022-1024
    • Ferraz, M.B.1    Quaresma, M.2    Aquino, L.3    Atra, E.4    Tugwell, P.5    Goldsmith, C.6
  • 5
    • 0034175580 scopus 로고    scopus 로고
    • Simple pain rating scales hide complex idiosyncratic meanings
    • A.C.D.C. Williams, H.T.O. Davies, and Y. Chadury Simple pain rating scales hide complex idiosyncratic meanings Pain 85 3 2000 457 463
    • (2000) Pain , vol.85 , Issue.3 , pp. 457-463
    • Williams, A.C.D.C.1    Davies, H.T.O.2    Chadury, Y.3
  • 7
    • 0030152769 scopus 로고    scopus 로고
    • Subjective judgments of deception in pain expression: Accuracy and errors
    • H.D. Hadjistavropoulos, K.D. Craig, T. Hadjistavropoulos, and G.D. Poole Subjective judgments of deception in pain expression: accuracy and errors Pain 65 2 1996 251 258
    • (1996) Pain , vol.65 , Issue.2 , pp. 251-258
    • Hadjistavropoulos, H.D.1    Craig, K.D.2    Hadjistavropoulos, T.3    Poole, G.D.4
  • 8
    • 84859870204 scopus 로고    scopus 로고
    • Painful monitoring: Automatic pain monitoring using the UNBC-McMaster shoulder pain expression archive database
    • P. Lucey, J.F. Cohn, K.M. Prkachin, P.E. Solomon, S. Chew, and I. Matthews Painful monitoring: automatic pain monitoring using the UNBC-McMaster shoulder pain expression archive database Image Vis. Comput. 30 3 2012 197 205
    • (2012) Image Vis. Comput. , vol.30 , Issue.3 , pp. 197-205
    • Lucey, P.1    Cohn, J.F.2    Prkachin, K.M.3    Solomon, P.E.4    Chew, S.5    Matthews, I.6
  • 9
    • 53049106885 scopus 로고    scopus 로고
    • The structure, reliability and validity of pain expression: Evidence from patients with shoulder pain
    • K.M. Prkachin, and P.E. Solomon The structure, reliability and validity of pain expression: evidence from patients with shoulder pain Pain 139 2 2008 267 274
    • (2008) Pain , vol.139 , Issue.2 , pp. 267-274
    • Prkachin, K.M.1    Solomon, P.E.2
  • 13
    • 83655201286 scopus 로고    scopus 로고
    • Pain monitoring: A dynamic and context-sensitive system
    • Z. Hammal, and M. Kunz Pain monitoring: a dynamic and context-sensitive system Pattern Recogn. 45 4 2012 1265 1280
    • (2012) Pattern Recogn. , vol.45 , Issue.4 , pp. 1265-1280
    • Hammal, Z.1    Kunz, M.2
  • 16
    • 84866684866 scopus 로고    scopus 로고
    • Continuous pain intensity estimation from facial expressions
    • Springer
    • S. Kaltwang, O. Rudovic, and M. Pantic Continuous pain intensity estimation from facial expressions Advances in Visual Computing 2012 Springer 368 377
    • (2012) Advances in Visual Computing , pp. 368-377
    • Kaltwang, S.1    Rudovic, O.2    Pantic, M.3
  • 18
    • 84990056107 scopus 로고    scopus 로고
    • Learning pain from emotion: Transferred hot data representation for pain intensity estimation
    • C. Florea, L. Florea, C. Vertan, Learning pain from emotion: transferred hot data representation for pain intensity estimation, in: ECCV Workshop on ACVR, 2014.
    • (2014) ECCV Workshop on ACVR
    • Florea, C.1    Florea, L.2    Vertan, C.3
  • 19
    • 79957563017 scopus 로고
    • Principal warps: Thin-plate splines and the decomposition of deformations
    • ISSN 0162-8828
    • F.L. Bookstein Principal warps: thin-plate splines and the decomposition of deformations IEEE Trans. Pattern Anal. Mach. Intell. 11 6 1989 567 585 ISSN 0162-8828
    • (1989) IEEE Trans. Pattern Anal. Mach. Intell. , vol.11 , Issue.6 , pp. 567-585
    • Bookstein, F.L.1
  • 22
    • 84944229530 scopus 로고
    • Learning speed invariant gait template via thin plate spline kernel manifold fitting
    • S. Huang, A. Elgammal, and D. Yang Learning speed invariant gait template via thin plate spline kernel manifold fitting Ann. Math. Stat. 41 2 1970 495 502
    • (1970) Ann. Math. Stat. , vol.41 , Issue.2 , pp. 495-502
    • Huang, S.1    Elgammal, A.2    Yang, D.3
  • 24
    • 0002870232 scopus 로고    scopus 로고
    • The measurement of pain and the assessment of people experiencing pain
    • Guilford Press
    • D.C. Turk, and R. Melzack The measurement of pain and the assessment of people experiencing pain Handbook of Pain Assessment 2001 Guilford Press
    • (2001) Handbook of Pain Assessment
    • Turk, D.C.1    Melzack, R.2
  • 25
    • 2342517502 scopus 로고    scopus 로고
    • Think globally, fit locally: Unsupervised learning of low dimensional manifolds
    • ISSN 1532-4435
    • L.K. Saul, S.T. Roweis, and Think Globally Think globally, fit locally: unsupervised learning of low dimensional manifolds J. Mach. Learn. Res. 4 2003 119 155 10.1162/153244304322972667 ISSN 1532-4435
    • (2003) J. Mach. Learn. Res. , vol.4 , pp. 119-155
    • Saul, L.K.1    Roweis, S.T.2    Globally, T.3
  • 26
    • 0042378381 scopus 로고    scopus 로고
    • Laplacian eigenmaps for dimensionality reduction and data representation
    • M. Belkin, and P. Niyogi Laplacian eigenmaps for dimensionality reduction and data representation Neural Comput. 15 2003 1373 1396
    • (2003) Neural Comput. , vol.15 , pp. 1373-1396
    • Belkin, M.1    Niyogi, P.2
  • 27
    • 84876523860 scopus 로고    scopus 로고
    • Sparse approximation to the eigensubspace for discrimination
    • ISSN 2162-237X
    • Z. Lai, W.K. Wong, Z. Jin, J. Yang, and Y. Xu Sparse approximation to the eigensubspace for discrimination IEEE Trans. Neural Networks Learn. Syst. 23 12 2012 1948 1960 10.1109/TNNLS.2012.2217154 ISSN 2162-237X
    • (2012) IEEE Trans. Neural Networks Learn. Syst. , vol.23 , Issue.12 , pp. 1948-1960
    • Lai, Z.1    Wong, W.K.2    Jin, Z.3    Yang, J.4    Xu, Y.5
  • 28
    • 84883801019 scopus 로고    scopus 로고
    • Sparse tensor discriminant analysis
    • ISSN 1057-7149
    • Z. Lai, Y. Xu, J. Yang, J. Tang, and D. Zhang Sparse tensor discriminant analysis IEEE Trans. Image Process. 22 10 2013 3904 3915 10.1109/TIP.2013.2264678 ISSN 1057-7149
    • (2013) IEEE Trans. Image Process. , vol.22 , Issue.10 , pp. 3904-3915
    • Lai, Z.1    Xu, Y.2    Yang, J.3    Tang, J.4    Zhang, D.5
  • 29
    • 35148876898 scopus 로고    scopus 로고
    • Michigan State Universiy 2
    • L. Yang, R. Jin, Distance Metric Learning: A Comprehensive Survey, Michigan State Universiy 2. < http://scholar.google.de/scholar.bib?q=info:ETVngYU7660J:scholar.google.com/&output=citation&scisig=AAGBfm0AAAAAUyb8hJlx6tokk2g8kUoeEoBk9cAovdHE&scisf=4&hl=de >.
    • Distance Metric Learning: A Comprehensive Survey
    • Yang, L.1    Jin, R.2
  • 33
    • 27144489164 scopus 로고    scopus 로고
    • A tutorial on support vector machines for pattern recognition
    • C.J.C. Burges A tutorial on support vector machines for pattern recognition Data Min. Knowl. Disc. 2 1998 121 167
    • (1998) Data Min. Knowl. Disc. , vol.2 , pp. 121-167
    • Burges, C.J.C.1
  • 34
    • 34548205797 scopus 로고    scopus 로고
    • Synergy of lip-motion and acoustic features in biometric speech and speaker recognition
    • M.I. Faraj, and J. Bigun Synergy of lip-motion and acoustic features in biometric speech and speaker recognition IEEE Trans. Comput. 56 2007 1169 1175
    • (2007) IEEE Trans. Comput. , vol.56 , pp. 1169-1175
    • Faraj, M.I.1    Bigun, J.2
  • 35
    • 79955702502 scopus 로고    scopus 로고
    • LIBSVM: A library for support vector machines
    • C.C. Chang, and C.J. Lin LIBSVM: a library for support vector machines ACM Trans. Intell. Syst. Technol. 2 2011 27:1 27:27 < http://www.csie.ntu.edu.tw/∼cjlin/libsvm >
    • (2011) ACM Trans. Intell. Syst. Technol. , vol.2 , pp. 271-2727
    • Chang, C.C.1    Lin, C.J.2


* 이 정보는 Elsevier사의 SCOPUS DB에서 KISTI가 분석하여 추출한 것입니다.