{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,4,29]],"date-time":"2026-04-29T22:49:28Z","timestamp":1777502968015,"version":"3.51.4"},"publisher-location":"Cham","reference-count":31,"publisher":"Springer International Publishing","isbn-type":[{"value":"9783319544267","type":"print"},{"value":"9783319544274","type":"electronic"}],"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":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2017]]},"DOI":"10.1007\/978-3-319-54427-4_26","type":"book-chapter","created":{"date-parts":[[2017,3,15]],"date-time":"2017-03-15T08:16:53Z","timestamp":1489565813000},"page":"345-360","source":"Crossref","is-referenced-by-count":25,"title":["Automatic Micro-expression Recognition from Long Video Using a Single Spotted Apex"],"prefix":"10.1007","author":[{"given":"Sze-Teng","family":"Liong","sequence":"first","affiliation":[]},{"given":"John","family":"See","sequence":"additional","affiliation":[]},{"given":"KokSheik","family":"Wong","sequence":"additional","affiliation":[]},{"given":"Raphael Chung-Wei","family":"Phan","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,3,16]]},"reference":[{"issue":"5","key":"26_CR1","doi-asserted-by":"crossref","first-page":"508","DOI":"10.1111\/j.1467-9280.2008.02116.x","volume":"19","author":"S Porter","year":"2008","unstructured":"Porter, S., ten Brinke, L.: Reading between the lies identifying concealed and falsified emotions in universal facial expressions. Psychol. Sci. 19(5), 508\u2013514 (2008)","journal-title":"Psychol. Sci."},{"key":"26_CR2","doi-asserted-by":"crossref","first-page":"88","DOI":"10.1080\/00332747.1969.11023575","volume":"32","author":"P Ekman","year":"1969","unstructured":"Ekman, P., Friesen, W.V.: Nonverbal leakage and clues to deception. J. Interpers. Process. 32, 88\u2013106 (1969)","journal-title":"J. Interpers. Process."},{"key":"26_CR3","doi-asserted-by":"crossref","unstructured":"Shreve, M., Godavarthy, S., Manohar, V., Goldgof, D., Sarkar, S.: Towards macro-and micro-expression spotting in video using strain patterns. In: Applications of Computer Vision (WACV), pp. 1\u20136 (2009)","DOI":"10.1109\/WACV.2009.5403044"},{"key":"26_CR4","doi-asserted-by":"crossref","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. Personal. Soc. Psychol. 17, 124 (1971)","journal-title":"J. Personal. Soc. Psychol."},{"key":"26_CR5","doi-asserted-by":"crossref","unstructured":"Ekman, P.: Lie catching and microexpressions. The philosophy of deception, pp. 118\u2013133 (2009)","DOI":"10.1093\/acprof:oso\/9780195327939.003.0008"},{"key":"26_CR6","doi-asserted-by":"crossref","unstructured":"Valstar, M.F., Pantic, M.: Combined support vector machines and hidden Markov models for modeling facial action temporal dynamics. Human Computer Interaction, pp. 118\u2013127 (2007)","DOI":"10.1007\/978-3-540-75773-3_13"},{"key":"26_CR7","doi-asserted-by":"crossref","first-page":"e86041","DOI":"10.1371\/journal.pone.0086041","volume":"9","author":"WJ Yan","year":"2014","unstructured":"Yan, W.J., Wang, S.J., Zhao, G., Li, X., Liu, Y.J., Chen, Y.H., Fu, X.: CASME II: An improved spontaneous micro-expression database and the baseline evaluation. PLoS ONE 9, e86041 (2014)","journal-title":"PLoS ONE"},{"key":"26_CR8","doi-asserted-by":"crossref","unstructured":"Li, X., Pfister, T., Huang, X., Zhao, G., Pietikainen, M.: A spontaneous micro-expression database: inducement, collection and baseline. In: Automatic Face and Gesture Recognition, pp. 1\u20136 (2013)","DOI":"10.1109\/FG.2013.6553717"},{"key":"26_CR9","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"296","DOI":"10.1007\/978-3-319-16178-5_20","volume-title":"Computer Vision - ECCV 2014 Workshops","author":"W-J Yan","year":"2015","unstructured":"Yan, W.-J., Wang, S.-J., Chen, Y.-H., Zhao, G., Fu, X.: Quantifying micro-expressions with constraint local model and local binary pattern. In: Agapito, L., Bronstein, M.M., Rother, C. (eds.) ECCV 2014. LNCS, vol. 8925, pp. 296\u2013305. Springer, Cham (2015). doi: 10.1007\/978-3-319-16178-5_20"},{"issue":"10","key":"26_CR10","doi-asserted-by":"crossref","first-page":"3054","DOI":"10.1016\/j.patcog.2008.01.024","volume":"41","author":"D Cristinacce","year":"2008","unstructured":"Cristinacce, D., Cootes, T.: Automatic feature localisation with constrained local models. Pattern Recogn. 41(10), 3054\u20133067 (2008)","journal-title":"Pattern Recogn."},{"issue":"1","key":"26_CR11","doi-asserted-by":"crossref","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 Recogn. 29(1), 51\u201359 (1996)","journal-title":"Pattern Recogn."},{"key":"26_CR12","doi-asserted-by":"crossref","unstructured":"Liong, S.T., See, J., Wong, K., Le Ngo, A.C., Oh, Y.H., Phan, R.C.W.: Automatic apex frame spotting in micro-expression database. In: Asian Conference on Pattern Recognition (ACPR) (2015)","DOI":"10.1109\/ACPR.2015.7486586"},{"key":"26_CR13","doi-asserted-by":"crossref","unstructured":"Liong, S.T., See, J., Wong, K., Phan, R.C.W.: Less is more: micro-expression recognition from video using apex frame. arXiv (2016)","DOI":"10.1109\/APSIPA.2017.8282090"},{"key":"26_CR14","unstructured":"Li, X., Hong, X., Moilanen, A., Huang, X., Pfister, T., Zhao, G., Pietik\u00e4inen, M.: Reading hidden emotions: spontaneous micro-expression spotting and recognition. arXiv preprint arXiv:1511.00423 (2015)"},{"key":"26_CR15","doi-asserted-by":"crossref","unstructured":"Dalal, N., Triggs, B., Schmid, C.: Human detection using oriented histograms of flow and appearance. In: European conference on computer vision, pp. 428\u2013441 (2006)","DOI":"10.1007\/11744047_33"},{"key":"26_CR16","doi-asserted-by":"crossref","unstructured":"Moilanen, A., Zhao, G., Pietikainen, M.: Spotting rapid facial movements from videos using appearance-based feature difference analysis. In: ICPR, pp. 1722\u20131727 (2014)","DOI":"10.1109\/ICPR.2014.303"},{"key":"26_CR17","doi-asserted-by":"crossref","unstructured":"Asthana, A., Zafeiriou, S., Cheng, S., Pantic, M.: Robust discriminative response map fitting with constrained local models. In: Computer Vision and Pattern Recognition, pp. 3444\u20133451 (2013)","DOI":"10.1109\/CVPR.2013.442"},{"issue":"2","key":"26_CR18","doi-asserted-by":"crossref","first-page":"200","DOI":"10.1007\/s11263-010-0380-4","volume":"91","author":"JM Saragih","year":"2011","unstructured":"Saragih, J.M., Lucey, S., Cohn, J.F.: Deformable model fitting by regularized landmark mean-shift. Int. J. Comput. Vis. 91(2), 200\u2013215 (2011)","journal-title":"Int. J. Comput. Vis."},{"key":"26_CR19","doi-asserted-by":"crossref","unstructured":"Zhu, X., Ramanan, D.: Face detection, pose estimation, and landmark localization in the wild. In: Computer Vision and Pattern Recognition, pp. 2879\u20132886 (2012)","DOI":"10.1109\/CVPR.2012.6248014"},{"key":"26_CR20","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"644","DOI":"10.1007\/978-3-319-16631-5_47","volume-title":"Computer Vision - ACCV 2014 Workshops","author":"S-T Liong","year":"2015","unstructured":"Liong, S.-T., See, J., Phan, R.C.-W., Ngo, A.C., Oh, Y.-H., Wong, K.S.: Subtle expression recognition using optical strain weighted features. In: Jawahar, C.V., Shan, S. (eds.) ACCV 2014. LNCS, vol. 9009, pp. 644\u2013657. Springer, Heidelberg (2015). doi: 10.1007\/978-3-319-16631-5_47"},{"key":"26_CR21","doi-asserted-by":"crossref","first-page":"137","DOI":"10.5201\/ipol.2013.26","volume":"3","author":"JS P\u00e9rez","year":"2013","unstructured":"P\u00e9rez, J.S., Meinhardt-Llopis, E., Facciolo, G.: Tv-l1 optical flow estimation. Image Process. Line 3, 137\u2013150 (2013)","journal-title":"Image Process. Line"},{"issue":"1","key":"26_CR22","doi-asserted-by":"crossref","first-page":"75","DOI":"10.1006\/cviu.1996.0006","volume":"63","author":"MJ Black","year":"1996","unstructured":"Black, M.J., Anandan, P.: The robust estimation of multiple motions: parametric and piecewise-smooth flow fields. Comput. Vis. Image Underst. 63(1), 75\u2013104 (1996)","journal-title":"Comput. Vis. Image Underst."},{"key":"26_CR23","doi-asserted-by":"crossref","unstructured":"Viola, P., Jones, M.: Rapid object detection using a boosted cascade of simple features. In: IEEE CVPR, vol. 1, pp. I\u2013511 (2001)","DOI":"10.1109\/CVPR.2001.990517"},{"key":"26_CR24","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"33","DOI":"10.1007\/978-3-319-16817-3_3","volume-title":"Computer Vision \u2013 ACCV 2014","author":"AC Ngo","year":"2015","unstructured":"Ngo, A.C., Phan, R.C.-W., See, J.: Spontaneous subtle expression recognition: imbalanced databases and solutions. In: Cremers, D., Reid, I., Saito, H., Yang, M.-H. (eds.) ACCV 2014. LNCS, vol. 9006, pp. 33\u201348. Springer, Heidelberg (2015). doi: 10.1007\/978-3-319-16817-3_3"},{"key":"26_CR25","doi-asserted-by":"crossref","unstructured":"Le Ngo, A.C., Liong, S.T., See, J., Phan, R.C.W.: Are subtle expressions too sparse to recognize? In: Digital Signal Processing (DSP), pp. 1246\u20131250 (2015)","DOI":"10.1109\/ICDSP.2015.7252080"},{"key":"26_CR26","doi-asserted-by":"crossref","unstructured":"Le Ngo, A.C., See, J., Phan, R.C.W.: Sparsity in dynamics of spontaneous subtle emotions: analysis and application. Trans. Affect. Comput. (2016)","DOI":"10.1109\/TAFFC.2016.2523996"},{"key":"26_CR27","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"525","DOI":"10.1007\/978-3-319-16865-4_34","volume-title":"Computer Vision \u2013 ACCV 2014","author":"Y Wang","year":"2015","unstructured":"Wang, Y., See, J., Phan, R.C.-W., Oh, Y.-H.: LBP with six intersection points: reducing redundant information in LBP-TOP for micro-expression recognition. In: Cremers, D., Reid, I., Saito, H., Yang, M.-H. (eds.) ACCV 2014. LNCS, vol. 9003, pp. 525\u2013537. Springer, Cham (2015). doi: 10.1007\/978-3-319-16865-4_34"},{"key":"26_CR28","doi-asserted-by":"crossref","unstructured":"Liong, S.T., Phan, R.C.W., See, J., Oh, Y.H., Wong, K.: Optical strain based recognition of subtle emotions. In: International Symposium on Intelligent Signal Processing and Communication Systems, pp. 180\u2013184 (2014)","DOI":"10.1109\/ISPACS.2014.7024448"},{"key":"26_CR29","doi-asserted-by":"crossref","unstructured":"Oh, Y.H., Le Ngo, A.C., See, J., Liong, S.T., Phan, R.C.W., Ling, H.C.: Monogenic Riesz wavelet representation for micro-expression recognition. In: Digital Signal Processing, pp. 1237\u20131241. IEEE (2015)","DOI":"10.1109\/ICDSP.2015.7252078"},{"key":"26_CR30","doi-asserted-by":"crossref","unstructured":"Huang, X., Wang, S.J., Zhao, G., Pietikainen, M.: Facial micro-expression recognition using spatiotemporal local binary pattern with integral projection. In: International Conference on Computer Vision Workshops, pp. 1\u20139 (2015)","DOI":"10.1109\/ICCVW.2015.10"},{"key":"26_CR31","doi-asserted-by":"crossref","unstructured":"Xu, F., Zhang, J., Wang, J.: Microexpression identification and categorization using a facial dynamics map. Trans. Affect. Comput. (2016)","DOI":"10.1109\/TAFFC.2016.2518162"}],"container-title":["Lecture Notes in Computer Science","Computer Vision \u2013 ACCV 2016 Workshops"],"original-title":[],"link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-54427-4_26","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,16]],"date-time":"2025-06-16T21:16:54Z","timestamp":1750108614000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/978-3-319-54427-4_26"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319544267","9783319544274"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-54427-4_26","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2017]]}}}