Skip to main content

2017 | OriginalPaper | Buchkapitel

A Comprehensive Method for Assessing the Blepharospasm Cases Severity

verfasst von : Vitoantonio Bevilacqua, Antonio Emmanuele Uva, Michele Fiorentino, Gianpaolo Francesco Trotta, Maurizio Dimatteo, Enrico Nasca, Attilio Nicola Nocera, Giacomo Donato Cascarano, Antonio Brunetti, Nicholas Caporusso, Roberta Pellicciari, Giovanni Defazio

Erschienen in: Recent Trends in Image Processing and Pattern Recognition

Verlag: Springer Singapore

Aktivieren Sie unsere intelligente Suche, um passende Fachinhalte oder Patente zu finden.

search-config
loading …

Abstract

Blepharospasm is characterized by bilateral, synchronous, and symmetric involuntary orbicularis oculi muscle spasms leading to partial/total eyelid closure. We proposed a comprehensive method for assessing the severity of blepharospasm cases, based on expert observation of fixed-length video recordings and natural feature detection algorithms. The developed software detects involuntary spasms and blinks in order to evaluate BSP severity. In this work we have considered a new BSP severity scale to realize an objective evaluation of BSP severity.

Sie haben noch keine Lizenz? Dann Informieren Sie sich jetzt über unsere Produkte:

Springer Professional "Wirtschaft+Technik"

Online-Abonnement

Mit Springer Professional "Wirtschaft+Technik" erhalten Sie Zugriff auf:

  • über 102.000 Bücher
  • über 537 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Maschinenbau + Werkstoffe
  • Versicherung + Risiko

Jetzt Wissensvorsprung sichern!

Springer Professional "Technik"

Online-Abonnement

Mit Springer Professional "Technik" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 390 Zeitschriften

aus folgenden Fachgebieten:

  • Automobil + Motoren
  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Elektrotechnik + Elektronik
  • Energie + Nachhaltigkeit
  • Maschinenbau + Werkstoffe




 

Jetzt Wissensvorsprung sichern!

Springer Professional "Wirtschaft"

Online-Abonnement

Mit Springer Professional "Wirtschaft" erhalten Sie Zugriff auf:

  • über 67.000 Bücher
  • über 340 Zeitschriften

aus folgenden Fachgebieten:

  • Bauwesen + Immobilien
  • Business IT + Informatik
  • Finance + Banking
  • Management + Führung
  • Marketing + Vertrieb
  • Versicherung + Risiko




Jetzt Wissensvorsprung sichern!

Literatur
1.
Zurück zum Zitat Grandas, F., Elston, J., Quinn, N., Marsden, C.D.: Blepharospasm: a review of 264 patients. J. Neurol. Neurosurg. Psychiatry 51(6), 767–772 (1988)CrossRef Grandas, F., Elston, J., Quinn, N., Marsden, C.D.: Blepharospasm: a review of 264 patients. J. Neurol. Neurosurg. Psychiatry 51(6), 767–772 (1988)CrossRef
2.
Zurück zum Zitat Hallett, M., Evinger, C., Jankovic, J., Stacy, M.: Update on blepharospasm: report from the BEBRF international workshop. Neurology 71(16), 1275–1282 (2008)CrossRef Hallett, M., Evinger, C., Jankovic, J., Stacy, M.: Update on blepharospasm: report from the BEBRF international workshop. Neurology 71(16), 1275–1282 (2008)CrossRef
3.
Zurück zum Zitat Jinnah, H.A., Berardelli, A., Comella, C., De Fazio, G., DeLong, M.R., Factor, S., Galpern, W.R., Hallett, M., Ludlow, C.L., Perlmutter, J.S.: The focal dystonias: current views and challenges for future research. Mov. Disord. 28(7), 926–943 (2013)CrossRef Jinnah, H.A., Berardelli, A., Comella, C., De Fazio, G., DeLong, M.R., Factor, S., Galpern, W.R., Hallett, M., Ludlow, C.L., Perlmutter, J.S.: The focal dystonias: current views and challenges for future research. Mov. Disord. 28(7), 926–943 (2013)CrossRef
4.
Zurück zum Zitat Defazio, G., Berardelli, A., Hallett, M.: Do primary adult-onset focal dystonias share aetiological factors? Brain 130(5), 1183–1193 (2007)CrossRef Defazio, G., Berardelli, A., Hallett, M.: Do primary adult-onset focal dystonias share aetiological factors? Brain 130(5), 1183–1193 (2007)CrossRef
5.
Zurück zum Zitat Abbruzzese, G., Berardelli, A., Girlanda, P., Marchese, R., Martino, D., Morgante, F., Avanzino, L., Colosimo, C., Defazio, G.: Long-term assessment of the risk of spread in primary late-onset focal dystonia. J. Neurol. Neurosurg. Psychiatry 79(4), 392–396 (2008)CrossRef Abbruzzese, G., Berardelli, A., Girlanda, P., Marchese, R., Martino, D., Morgante, F., Avanzino, L., Colosimo, C., Defazio, G.: Long-term assessment of the risk of spread in primary late-onset focal dystonia. J. Neurol. Neurosurg. Psychiatry 79(4), 392–396 (2008)CrossRef
6.
Zurück zum Zitat Price, K.M., Ramey, N.A., Richard, M.J., Woodward, D.J., Woodward, J.A.: Can methylphenidate objectively provide relief in patients with uncontrolled blepharospasm? A pilot study using surface electromyography. Ophthalmic Plast. Reconstr. Surg. 26(5), 353–356 (2010)CrossRef Price, K.M., Ramey, N.A., Richard, M.J., Woodward, D.J., Woodward, J.A.: Can methylphenidate objectively provide relief in patients with uncontrolled blepharospasm? A pilot study using surface electromyography. Ophthalmic Plast. Reconstr. Surg. 26(5), 353–356 (2010)CrossRef
7.
Zurück zum Zitat Wabbels, B., Jost, W.H., Roggenkämper, P.: Difficulties with differentiating botulinum toxin treatment effects in essential blepharospasm. J. Neural Transm. 118(6), 925–943 (2011)CrossRef Wabbels, B., Jost, W.H., Roggenkämper, P.: Difficulties with differentiating botulinum toxin treatment effects in essential blepharospasm. J. Neural Transm. 118(6), 925–943 (2011)CrossRef
8.
Zurück zum Zitat Burke, R.E., Fahn, S., Marsden, C.D., Bressman, S.B., Moskowitz, C., Friedman, J.: Validity and reliability of a rating scale for the primary torsion dystonias. Neurology 35(1), 73–73 (1985)CrossRef Burke, R.E., Fahn, S., Marsden, C.D., Bressman, S.B., Moskowitz, C., Friedman, J.: Validity and reliability of a rating scale for the primary torsion dystonias. Neurology 35(1), 73–73 (1985)CrossRef
9.
Zurück zum Zitat Comella, C.L., Leurgans, S., Wuu, J., Stebbins, G.T., Chmura, T.: Rating scales for dystonia: a multicenter assessment. Mov. Disord. 18(3), 303–312 (2003)CrossRef Comella, C.L., Leurgans, S., Wuu, J., Stebbins, G.T., Chmura, T.: Rating scales for dystonia: a multicenter assessment. Mov. Disord. 18(3), 303–312 (2003)CrossRef
10.
Zurück zum Zitat Jankovic, J., Orman, J.: Botulinum a toxin for cranial-cervical dystonia a double-blind, placebo-controlled study. Neurology 37(4), 616–616 (1987)CrossRef Jankovic, J., Orman, J.: Botulinum a toxin for cranial-cervical dystonia a double-blind, placebo-controlled study. Neurology 37(4), 616–616 (1987)CrossRef
11.
Zurück zum Zitat Defazio, G., Hallett, M., Jinnah, H.A., Stebbins, G.T., Gigante, A.F., Ferrazzano, G., Conte, A., Fabbrini, G., Berardelli, A.: Development and validation of a clinical scale for rating the severity of blepharospasm. Mov. Disord. 30(4), 525–530 (2015)CrossRef Defazio, G., Hallett, M., Jinnah, H.A., Stebbins, G.T., Gigante, A.F., Ferrazzano, G., Conte, A., Fabbrini, G., Berardelli, A.: Development and validation of a clinical scale for rating the severity of blepharospasm. Mov. Disord. 30(4), 525–530 (2015)CrossRef
12.
Zurück zum Zitat Loconsole, C., Chiaradia, D., Bevilacqua, V., Frisoli, A.: Real-time emotion recognition: an improved hybrid approach for classification performance. In: Huang, D.-S., Bevilacqua, V., Premaratne, P. (eds.) ICIC 2014. LNCS, vol. 8588, pp. 320–331. Springer, Cham (2014). doi:10.1007/978-3-319-09333-8_35 Loconsole, C., Chiaradia, D., Bevilacqua, V., Frisoli, A.: Real-time emotion recognition: an improved hybrid approach for classification performance. In: Huang, D.-S., Bevilacqua, V., Premaratne, P. (eds.) ICIC 2014. LNCS, vol. 8588, pp. 320–331. Springer, Cham (2014). doi:10.​1007/​978-3-319-09333-8_​35
13.
Zurück zum Zitat Bevilacqua, V., D’Ambruoso, D., Mandolino, G., Suma, M.: A new tool to support diagnosis of neurological disorders by means of facial expressions. In: 2011 IEEE International Workshop on Medical Measurements and Applications Proceedings (MeMeA), pp. 544–549, May 2011 Bevilacqua, V., D’Ambruoso, D., Mandolino, G., Suma, M.: A new tool to support diagnosis of neurological disorders by means of facial expressions. In: 2011 IEEE International Workshop on Medical Measurements and Applications Proceedings (MeMeA), pp. 544–549, May 2011
14.
Zurück zum Zitat Kazemi, V., Sullivan, J.: One millisecond face alignment with an ensemble of regression trees. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 1867–1874 (2014) Kazemi, V., Sullivan, J.: One millisecond face alignment with an ensemble of regression trees. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 1867–1874 (2014)
15.
Zurück zum Zitat Rosten, E., Drummond, T.: Machine learning for high-speed corner detection. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3951, pp. 430–443. Springer, Heidelberg (2006). doi:10.1007/11744023_34 CrossRef Rosten, E., Drummond, T.: Machine learning for high-speed corner detection. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3951, pp. 430–443. Springer, Heidelberg (2006). doi:10.​1007/​11744023_​34 CrossRef
16.
Zurück zum Zitat Lowe, D.G.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 60(2), 91–110 (2004)CrossRef Lowe, D.G.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 60(2), 91–110 (2004)CrossRef
17.
Zurück zum Zitat Viola, P., Jones, M.: Rapid object detection using a boosted cascade of simple features. In: Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2001, vol. 1, p. I-511. IEEE (2001) Viola, P., Jones, M.: Rapid object detection using a boosted cascade of simple features. In: Proceedings of the 2001 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, CVPR 2001, vol. 1, p. I-511. IEEE (2001)
18.
Zurück zum Zitat Defazio, G., Livrea, P., Lamberti, P., De Salvia, R., Laddomada, G., Giorelli, M., Ferrari, E.: Isolated so-called apraxia of eyelid opening: report of 10 cases and a review of the literature. Eur. Neurol. 39(4), 204–210 (1998)CrossRef Defazio, G., Livrea, P., Lamberti, P., De Salvia, R., Laddomada, G., Giorelli, M., Ferrari, E.: Isolated so-called apraxia of eyelid opening: report of 10 cases and a review of the literature. Eur. Neurol. 39(4), 204–210 (1998)CrossRef
Metadaten
Titel
A Comprehensive Method for Assessing the Blepharospasm Cases Severity
verfasst von
Vitoantonio Bevilacqua
Antonio Emmanuele Uva
Michele Fiorentino
Gianpaolo Francesco Trotta
Maurizio Dimatteo
Enrico Nasca
Attilio Nicola Nocera
Giacomo Donato Cascarano
Antonio Brunetti
Nicholas Caporusso
Roberta Pellicciari
Giovanni Defazio
Copyright-Jahr
2017
Verlag
Springer Singapore
DOI
https://doi.org/10.1007/978-981-10-4859-3_33