{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,9,19]],"date-time":"2025-09-19T09:26:13Z","timestamp":1758273973237,"version":"3.41.0"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319582733"},{"type":"electronic","value":"9783319582740"}],"license":[{"start":{"date-parts":[[2017,1,1]],"date-time":"2017-01-01T00:00:00Z","timestamp":1483228800000},"content-version":"unspecified","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-58274-0_34","type":"book-chapter","created":{"date-parts":[[2017,4,26]],"date-time":"2017-04-26T15:06:36Z","timestamp":1493219196000},"page":"427-438","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Emotion Recognition: The Influence of Texture\u2019s Descriptors on Classification Accuracy"],"prefix":"10.1007","author":[{"given":"Karolina","family":"Nurzynska","sequence":"first","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,4,27]]},"reference":[{"key":"34_CR1","doi-asserted-by":"crossref","unstructured":"Abdat, F., Maaoui, C., Pruski, A.: Human-computer interaction using emotion recognition from facial expression. In: 2011 Fifth UKSim European Symposium on Computer Modeling and Simulation (EMS), pp. 196\u2013201, November 2011","DOI":"10.1109\/EMS.2011.20"},{"key":"34_CR2","doi-asserted-by":"publisher","first-page":"645","DOI":"10.1186\/s40064-015-1427-3","volume":"4","author":"P Carcagni","year":"2015","unstructured":"Carcagni, P., del Coco, M., Leo, M., Distante, C.: Facial expression recognition and histograms of oriented gradients: a comprehensive study. SpringerPlus 4, 645 (2015)","journal-title":"SpringerPlus"},{"key":"34_CR3","doi-asserted-by":"publisher","first-page":"27:1","DOI":"10.1145\/1961189.1961199","volume":"2","author":"CC Chang","year":"2011","unstructured":"Chang, C.C., Lin, C.J.: LIBSVM: a library for support vector machines. ACM Trans. Intell. Syst. Technol. 2, 27:1\u201327:27 (2011). http:\/\/www.csie.ntu.edu.tw\/~cjlin\/libsvm","journal-title":"ACM Trans. Intell. Syst. Technol."},{"issue":"2","key":"34_CR4","doi-asserted-by":"publisher","first-page":"35","DOI":"10.1017\/S0048577299971184","volume":"36","author":"J Cohn","year":"1999","unstructured":"Cohn, J., Zlochower, A., Lien, J., Kanade, T.: Automated face analysis by feature point tracking has high concurrent validity with manual facs coding. Psychophysiology 36(2), 35\u201343 (1999)","journal-title":"Psychophysiology"},{"key":"34_CR5","doi-asserted-by":"crossref","unstructured":"Dahmane, M., Meunier, J.: Emotion recognition using dynamic grid-based HoG features. In: 2011 Face and Gesture, pp. 884\u2013888, March 2011","DOI":"10.1109\/FG.2011.5771368"},{"key":"34_CR6","doi-asserted-by":"crossref","unstructured":"Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: CVPR 2005 Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005) - Volume 1 - Volume 01, pp. 886\u2013893. IEEE Computer Society, Washington, DC, USA (2005). http:\/\/dx.doi.org\/10.1109\/CVPR.2005.177","DOI":"10.1109\/CVPR.2005.177"},{"key":"34_CR7","doi-asserted-by":"publisher","DOI":"10.1037\/10001-000","volume-title":"The Expression of the Emotions in Man and Animals","author":"C Darwin","year":"1872","unstructured":"Darwin, C.: The Expression of the Emotions in Man and Animals. John Murray, London (1872). freeman #1141"},{"issue":"7","key":"34_CR8","doi-asserted-by":"publisher","first-page":"1169","DOI":"10.1109\/29.1644","volume":"36","author":"JG Daugman","year":"1988","unstructured":"Daugman, J.G.: Complete discrete 2D Gabor transform by neural networks for image analysis and compression. IEEE Trans. Acoust. Speech Signal Process. 36(7), 1169\u20131179 (1988). http:\/\/citeseer.nj.nec.com\/context\/16741\/0","journal-title":"IEEE Trans. Acoust. Speech Signal Process."},{"issue":"2","key":"34_CR9","doi-asserted-by":"publisher","first-page":"124","DOI":"10.1037\/h0030377","volume":"17","author":"P Ekman","year":"1971","unstructured":"Ekman, P., Friesen, W.V.: Constants across cultures in the face and emotion. J. Pers. Soc. Psychol. 17(2), 124\u2013129 (1971)","journal-title":"J. Pers. Soc. Psychol."},{"key":"34_CR10","volume-title":"Pictures of Facial Affect","author":"P Ekman","year":"1976","unstructured":"Ekman, P., Friesen, W.V.: Pictures of Facial Affect. Consulting Psychologists Press, Palo Alto (1976)"},{"issue":"1","key":"34_CR11","doi-asserted-by":"publisher","first-page":"80","DOI":"10.1016\/j.patcog.2011.05.006","volume":"45","author":"W Gu","year":"2012","unstructured":"Gu, W., Xiang, C., Venkatesh, Y.V., Huang, D., Lin, H.: Facial expression recognition using radial encoding of local gabor features and classifier synthesis. Pattern Recogn. 45(1), 80\u201391 (2012)","journal-title":"Pattern Recogn."},{"key":"34_CR12","doi-asserted-by":"crossref","first-page":"16265","DOI":"10.1007\/s11042-015-2928-3","volume":"7523","author":"T Hachaj","year":"2016","unstructured":"Hachaj, T., Ogiela, M.R.: Human actions recognition on multimedia hardware using angle-based and coordinate-based features and multivariate continuous hidden markov model classifier. Multimed. Tools Appl. 7523, 16265\u201316285 (2016). http:\/\/dx.doi.org\/10.1007\/s11042-015-2928-3","journal-title":"Multimed. Tools Appl."},{"issue":"4","key":"34_CR13","first-page":"1","volume":"41","author":"D Huang","year":"2011","unstructured":"Huang, D., Shan, C., Ardabilian, M., Wang, Y., Chen, L.: Local binary patterns and its application to facial image analysis: a survey. IEEE Trans. Syst. Man Cybern. Part C: Appl. Rev. 41(4), 1\u201317 (2011). http:\/\/liris.cnrs.fr\/publis\/?id=5004","journal-title":"IEEE Trans. Syst. Man Cybern. Part C: Appl. Rev."},{"key":"34_CR14","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"355","DOI":"10.1007\/978-3-319-06932-6_34","volume-title":"Beyond Databases, Architectures, and Structures","author":"P Kasprowski","year":"2014","unstructured":"Kasprowski, P.: Mining of eye movement data to discover people intentions. In: Kozielski, S., Mrozek, D., Kasprowski, P., Ma\u0142ysiak-Mrozek, B., Kostrzewa, D. (eds.) BDAS 2014. CCIS, vol. 424, pp. 355\u2013363. Springer, Cham (2014). doi:10.1007\/978-3-319-06932-6_34"},{"key":"34_CR15","series-title":"Advances in Intelligent Systems and Computing","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/978-3-319-08491-6_5","volume-title":"Human-Computer Systems Interaction: Backgrounds and Applications 3","author":"A Ko\u0142akowska","year":"2014","unstructured":"Ko\u0142akowska, A., Landowska, A., Szwoch, M., Szwoch, W., Wr\u00f3bel, M.R.: Emotion recognition and its applications. In: Hippe, Z.S., Kulikowski, J.L., Mroczek, T., Wtorek, J. (eds.) Human-Computer Systems Interaction: Backgrounds and Applications 3. AISC, vol. 300, pp. 51\u201362. Springer, Cham (2014). doi:10.1007\/978-3-319-08491-6_5"},{"key":"34_CR16","doi-asserted-by":"crossref","unstructured":"Li, J., Lam, E.Y.: Facial expression recognition using deep neural networks. In: IEEE International Conference on Imaging Systems and Techniques (IST), pp. 1\u20136, September 2015","DOI":"10.1109\/IST.2015.7294547"},{"key":"34_CR17","doi-asserted-by":"crossref","unstructured":"Lundqvist, D., Flykt, A., \u00d6hman, A.: The Karolinska Directed Emotional Faces - KDEF. CD ROM from Department of Clinical Neuroscience, Psychology section, Karolinska Institutet (1998)","DOI":"10.1037\/t27732-000"},{"key":"34_CR18","doi-asserted-by":"crossref","unstructured":"Luoh, L., Huang, C.C., Liu, H.Y.: Image processing based emotion recognition. In: 2010 International Conference on System Science and Engineering, pp. 491\u2013494, July 2010","DOI":"10.1109\/ICSSE.2010.5551816"},{"issue":"6","key":"34_CR19","doi-asserted-by":"publisher","first-page":"1374","DOI":"10.1166\/jmihi.2015.1541","volume":"5","author":"K Nurzynska","year":"2015","unstructured":"Nurzynska, K., Smolka, B.: Smiling and neutral facial display recognition with the local binary patterns operator. J. Med. Imaging Health Inf. 5(6), 1374\u20131382 (2015)","journal-title":"J. Med. Imaging Health Inf."},{"key":"34_CR20","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"398","DOI":"10.1007\/978-3-319-18422-7_35","volume-title":"Beyond Databases, Architectures and Structures","author":"K Nurzynska","year":"2015","unstructured":"Nurzynska, K., Smolka, B.: PCA application in classification of smiling and neutral facial displays. In: Kozielski, S., Mrozek, D., Kasprowski, P., Ma\u0142ysiak-Mrozek, B., Kostrzewa, D. (eds.) BDAS 2015. CCIS, vol. 521, pp. 398\u2013407. Springer, Cham (2015). doi:10.1007\/978-3-319-18422-7_35"},{"issue":"1","key":"34_CR21","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1016\/0031-3203(95)00067-4","volume":"29","author":"T Ojala","year":"1996","unstructured":"Ojala, T., Pietik\u00e4inen, M., Harwood, D.: A comparative study of texture measures with classification based on featured distributions. Pattern Recognit. 29(1), 51\u201359 (1996)","journal-title":"Pattern Recognit."},{"key":"34_CR22","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"399","DOI":"10.1007\/3-540-44732-6_41","volume-title":"Advances in Pattern Recognition \u2014 ICAPR 2001","author":"T Ojala","year":"2001","unstructured":"Ojala, T., Pietik\u00e4inen, M., M\u00e4enp\u00e4\u00e4, T.: A generalized local binary pattern operator for multiresolution gray scale and rotation invariant texture classification. In: Singh, S., Murshed, N., Kropatsch, W. (eds.) ICAPR 2001. LNCS, vol. 2013, pp. 399\u2013408. Springer, Heidelberg (2001). doi:10.1007\/3-540-44732-6_41"},{"issue":"7","key":"34_CR23","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T Ojala","year":"2002","unstructured":"Ojala, T., Pietik\u00e4inen, M., M\u00e4enp\u00e4\u00e4, T.: Multiresolution gray-scale and rotation invariant texture classification with local binary patterns. IEEE Trans. Pattern Anal. Mach. Intell. 24(7), 971\u2013987 (2002)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"34_CR24","series-title":"Computational Imaging and Vision","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-85729-748-8","volume-title":"Computer Vision Using Local Binary Patterns","author":"M Pietik\u00e4inen","year":"2011","unstructured":"Pietik\u00e4inen, M., Hadid, A., Zhao, G., Ahonen, T.: Computer Vision Using Local Binary Patterns. Computational Imaging and Vision, vol. 40. Springer, Heidelberg (2011)"},{"key":"34_CR25","doi-asserted-by":"crossref","unstructured":"Sadeghi, H., Raie, A.A., Mohammadi, M.R.: Facial expression recognition using geometric normalization and appearance representation. In: 8th Iranian Conference on Machine Vision and Image Processing (MVIP), pp. 159\u2013163, September 2013","DOI":"10.1109\/IranianMVIP.2013.6779970"},{"key":"34_CR26","doi-asserted-by":"crossref","unstructured":"Salmam, F.Z., Madani, A., Kissi, M.: Facial expression recognition using decision trees. In: 2016 13th International Conference on Computer Graphics, Imaging and Visualization (CGiV), pp. 125\u2013130, March 2016","DOI":"10.1109\/CGiV.2016.33"},{"issue":"6","key":"34_CR27","doi-asserted-by":"publisher","first-page":"803","DOI":"10.1016\/j.imavis.2008.08.005","volume":"27","author":"C Shan","year":"2009","unstructured":"Shan, C., Gong, S., McOwan, P.W.: Facial expression recognition based on local binary patterns: a comprehensive study. Image Vis. Comput. 27(6), 803\u2013816 (2009)","journal-title":"Image Vis. Comput."},{"key":"34_CR28","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"384","DOI":"10.1007\/978-3-319-06932-6_37","volume-title":"Beyond Databases, Architectures, and Structures","author":"M Szwoch","year":"2014","unstructured":"Szwoch, M.: On facial expressions and emotions RGB-D database. In: Kozielski, S., Mrozek, D., Kasprowski, P., Ma\u0142ysiak-Mrozek, B., Kostrzewa, D. (eds.) BDAS 2014. CCIS, vol. 424, pp. 384\u2013394. Springer, Cham (2014). doi:10.1007\/978-3-319-06932-6_37"},{"key":"34_CR29","doi-asserted-by":"crossref","unstructured":"Tsai, H.H., Lai, Y.S., Zhang, A.Y.C.: Using SVM to design facial expression recognition for shape and texture features. In: 2010 International Conference on Machine Learning and Cybernetics, vol. 5, pp. 2697\u20132704, July 2010","DOI":"10.1109\/ICMLC.2010.5580938"},{"issue":"2\u20133","key":"34_CR30","doi-asserted-by":"crossref","first-page":"71","DOI":"10.1007\/BF00341922","volume":"55","author":"MR Turner","year":"1986","unstructured":"Turner, M.R.: Texture discrimination by Gabor functions. Biol. Cybern. 55(2\u20133), 71\u201382 (1986). http:\/\/dl.acm.org\/citation.cfm?id=11682.11683","journal-title":"Biol. Cybern."},{"issue":"2","key":"34_CR31","doi-asserted-by":"publisher","first-page":"137","DOI":"10.1023\/B:VISI.0000013087.49260.fb","volume":"57","author":"P Viola","year":"2004","unstructured":"Viola, P., Jones, M.J.: Robust real-time face detection. Int. J. Comput. Vis. 57(2), 137\u2013154 (2004)","journal-title":"Int. J. Comput. Vis."}],"container-title":["Communications in Computer and Information Science","Beyond Databases, Architectures and Structures. Towards Efficient Solutions for Data Analysis and Knowledge Representation"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-58274-0_34","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T00:36:12Z","timestamp":1750206972000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-58274-0_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319582733","9783319582740"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-58274-0_34","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"27 April 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"BDAS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference: Beyond Databases, Architectures and Structures","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ustro\u0144","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Poland","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2017","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 May 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2 June 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"13","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"bdas2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/bdas.polsl.pl\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}