{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,3,27]],"date-time":"2025-03-27T20:39:43Z","timestamp":1743107983388,"version":"3.40.3"},"publisher-location":"Singapore","reference-count":31,"publisher":"Springer Nature Singapore","isbn-type":[{"type":"print","value":"9789811982330"},{"type":"electronic","value":"9789811982347"}],"license":[{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"},{"start":{"date-parts":[[2022,1,1]],"date-time":"2022-01-01T00:00:00Z","timestamp":1640995200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2022]]},"DOI":"10.1007\/978-981-19-8234-7_12","type":"book-chapter","created":{"date-parts":[[2022,11,23]],"date-time":"2022-11-23T07:05:58Z","timestamp":1669187158000},"page":"147-162","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":1,"title":["Automated Late Fusion of\u00a0Low Level Descriptors for\u00a0Feature Extraction and Texture Classification Using Data Augmentation"],"prefix":"10.1007","author":[{"ORCID":"https:\/\/orcid.org\/0000-0002-7080-7163","authenticated-orcid":false,"given":"Mohamed","family":"Hazgui","sequence":"first","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0002-6521-5024","authenticated-orcid":false,"given":"Haythem","family":"Ghazouani","sequence":"additional","affiliation":[]},{"ORCID":"https:\/\/orcid.org\/0000-0003-2123-4992","authenticated-orcid":false,"given":"Walid","family":"Barhoumi","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2022,11,24]]},"reference":[{"key":"12_CR1","doi-asserted-by":"publisher","unstructured":"Al-Sahaf, H., Song, A., Neshatian, K., Zhang, M.: Extracting image features for classification by two-tier genetic programming. In: 2012 IEEE Congress on Evolutionary Computation. IEEE (2012). https:\/\/doi.org\/10.1109\/cec.2012.6256412","DOI":"10.1109\/cec.2012.6256412"},{"key":"12_CR2","doi-asserted-by":"publisher","unstructured":"Al-Sahaf, H., Zhang, M., Johnston, M.: Binary image classification using genetic programming based on local binary patterns. In: 2013 28th International Conference on Image and Vision Computing New Zealand (IVCNZ 2013). IEEE (2013). https:\/\/doi.org\/10.1109\/ivcnz.2013.6727019","DOI":"10.1109\/ivcnz.2013.6727019"},{"key":"12_CR3","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"39","DOI":"10.1007\/978-3-319-70353-4_4","volume-title":"Advanced Concepts for Intelligent Vision Systems","author":"H Bejaoui","year":"2017","unstructured":"Bejaoui, H., Ghazouani, H., Barhoumi, W.: Fully automated facial expression recognition using 3D morphable model and mesh-local binary pattern. In: Blanc-Talon, J., Penne, R., Philips, W., Popescu, D., Scheunders, P. (eds.) ACIVS 2017. LNCS, vol. 10617, pp. 39\u201350. Springer, Cham (2017). https:\/\/doi.org\/10.1007\/978-3-319-70353-4_4"},{"issue":"16","key":"12_CR4","doi-asserted-by":"publisher","first-page":"22773","DOI":"10.1007\/s11042-019-7632-2","volume":"78","author":"H Bejaoui","year":"2019","unstructured":"Bejaoui, H., Ghazouani, H., Barhoumi, W.: Sparse coding-based representation of LBP difference for 3D\/4D facial expression recognition. Multimedia Tools Appl. 78(16), 22773\u201322796 (2019). https:\/\/doi.org\/10.1007\/s11042-019-7632-2","journal-title":"Multimedia Tools Appl."},{"key":"12_CR5","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"421","DOI":"10.1007\/978-3-319-77538-8_29","volume-title":"Applications of Evolutionary Computation","author":"Y Bi","year":"2018","unstructured":"Bi, Y., Xue, B., Zhang, M.: An automatic feature extraction approach to image classification using genetic programming. In: Sim, K., Kaufmann, P. (eds.) EvoApplications 2018. LNCS, vol. 10784, pp. 421\u2013438. Springer, Cham (2018). https:\/\/doi.org\/10.1007\/978-3-319-77538-8_29"},{"key":"12_CR6","doi-asserted-by":"crossref","unstructured":"Bi, Y., Zhang, M., Xue, B.: Genetic programming for automatic global and local feature extraction to image classification. In: 2018 IEEE Congress on Evolutionary Computation (CEC), pp. 1\u20138 (2018)","DOI":"10.1109\/CEC.2018.8477911"},{"key":"12_CR7","doi-asserted-by":"crossref","unstructured":"Cimpoi, M., Maji, S., Kokkinos, I., Mohamed, S., Vedaldi, A.: Describing textures in the wild. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 3606\u20133613 (2014)","DOI":"10.1109\/CVPR.2014.461"},{"key":"12_CR8","doi-asserted-by":"crossref","unstructured":"Dalal, N., Triggs, B.: Histograms of oriented gradients for human detection. In: 2005 IEEE computer society conference on computer vision and pattern recognition (CVPR2005), vol. 1, pp. 886\u2013893. IEEE (2005)","DOI":"10.1109\/CVPR.2005.177"},{"issue":"1","key":"12_CR9","doi-asserted-by":"publisher","first-page":"1","DOI":"10.1145\/300776.300778","volume":"18","author":"KJ Dana","year":"1999","unstructured":"Dana, K.J., van Ginneken, B., Nayar, S.K., Koenderink, J.J.: Reflectance and texture of real-world surfaces. ACM Trans. Graph. 18(1), 1\u201334 (1999). https:\/\/doi.org\/10.1145\/300776.300778","journal-title":"ACM Trans. Graph."},{"issue":"1","key":"12_CR10","first-page":"90","volume":"18","author":"H Demir","year":"2018","unstructured":"Demir, H.: Classification of texture images based on the histogram of oriented gradients using support vector machines. Istanbul Univ.-J. Electr. Electron. Eng. 18(1), 90\u201394 (2018)","journal-title":"Istanbul Univ.-J. Electr. Electron. Eng."},{"key":"12_CR11","doi-asserted-by":"publisher","unstructured":"Evans, B., Al-Sahaf, H., Xue, B., Zhang, M.: Evolutionary deep learning: A genetic programming approach to image classification. In: 2018 IEEE Congress on Evolutionary Computation (CEC), pp. 1\u20136 (2018). https:\/\/doi.org\/10.1109\/CEC.2018.8477933","DOI":"10.1109\/CEC.2018.8477933"},{"issue":"14\u201315","key":"12_CR12","doi-asserted-by":"publisher","first-page":"2627","DOI":"10.1016\/S1352-2310(97)00447-0","volume":"32","author":"MW Gardner","year":"1998","unstructured":"Gardner, M.W., Dorling, S.: Artificial neural networks (the multilayer perceptron)-a review of applications in the atmospheric sciences. Atmos. Environ. 32(14\u201315), 2627\u20132636 (1998)","journal-title":"Atmos. Environ."},{"key":"12_CR13","doi-asserted-by":"publisher","DOI":"10.1016\/j.asoc.2021.107173","volume":"103","author":"H Ghazouani","year":"2021","unstructured":"Ghazouani, H.: A genetic programming-based feature selection and fusion for facial expression recognition. Appl. Soft Comput. 103, 107173 (2021)","journal-title":"Appl. Soft Comput."},{"key":"12_CR14","doi-asserted-by":"publisher","DOI":"10.1016\/j.eswa.2020.113667","volume":"161","author":"H Ghazouani","year":"2020","unstructured":"Ghazouani, H., Barhoumi, W.: Genetic programming-based learning of texture classification descriptors from local edge signature. Expert Syst. Appl. 161, 113667 (2020)","journal-title":"Expert Syst. Appl."},{"key":"12_CR15","doi-asserted-by":"crossref","unstructured":"Ghazouani, H., Barhoumi, W., Antit, Y.: A genetic programming method for scale-invariant texture classification. In: Engineering Applications of Neural Networks Conference, pp. 593\u2013604 (2020)","DOI":"10.1007\/978-3-030-48791-1_47"},{"key":"12_CR16","doi-asserted-by":"crossref","unstructured":"Ghourabi, A., Ghazouani, H., Barhoumi, W.: Driver drowsiness detection based on joint monitoring of yawning, blinking and nodding. In: International Conference on Intelligent Computer Communication and Processing, pp. 407\u2013414 (2020)","DOI":"10.1109\/ICCP51029.2020.9266160"},{"key":"12_CR17","doi-asserted-by":"publisher","first-page":"610","DOI":"10.1109\/TSMC.1973.4309314","volume":"6","author":"RM Haralick","year":"1973","unstructured":"Haralick, R.M., Shanmugam, K., Dinstein, I.H.: Textural features for image classification. IEEE Trans. Syst. Man Cybern. 6, 610\u2013621 (1973)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"12_CR18","doi-asserted-by":"crossref","unstructured":"Hazgui, M., Ghazouani, H., Barhoumi, W.: Evolutionary-based generation of rotation and scale invariant texture descriptors from sift keypoints. Evolving Systems, pp. 1\u201313 (2021)","DOI":"10.1007\/s12530-021-09386-1"},{"key":"12_CR19","doi-asserted-by":"publisher","unstructured":"Hazgui, M., Ghazouani, H., Barhoumi, W.: Genetic programming-based fusion of HOG and LBP features for fully automated texture classification. Vis. Comput. 38, 1\u201320 (2021). https:\/\/doi.org\/10.1007\/s00371-020-02028-8","DOI":"10.1007\/s00371-020-02028-8"},{"key":"12_CR20","doi-asserted-by":"crossref","unstructured":"He, K., Zhang, X., Ren, S., Sun, J.: Deep residual learning for image recognition. In: Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, pp. 770\u2013778 (2016)","DOI":"10.1109\/CVPR.2016.90"},{"key":"12_CR21","doi-asserted-by":"publisher","first-page":"580","DOI":"10.1109\/TSMC.1985.6313426","volume":"4","author":"JM Keller","year":"1985","unstructured":"Keller, J.M., Gray, M.R., Givens, J.A.: A fuzzy k-nearest neighbor algorithm. IEEE Trans. Syst. Man Cybern. 4, 580\u2013585 (1985)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"issue":"7\u20138","key":"12_CR22","doi-asserted-by":"publisher","first-page":"673","DOI":"10.1177\/0278364904045481","volume":"23","author":"SM LaValle","year":"2004","unstructured":"LaValle, S.M., Branicky, M.S., Lindemann, S.R.: On the relationship between classical grid search and probabilistic roadmaps. Int. J. Robot. Res. 23(7\u20138), 673\u2013692 (2004)","journal-title":"Int. J. Robot. Res."},{"key":"12_CR23","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"51","DOI":"10.1007\/978-3-319-30668-1_4","volume-title":"Genetic Programming","author":"A Lensen","year":"2016","unstructured":"Lensen, A., Al-Sahaf, H., Zhang, M., Xue, B.: Genetic programming for region detection, feature extraction, feature construction and classification in image data. In: Heywood, M.I., McDermott, J., Castelli, M., Costa, E., Sim, K. (eds.) EuroGP 2016. LNCS, vol. 9594, pp. 51\u201367. Springer, Cham (2016). https:\/\/doi.org\/10.1007\/978-3-319-30668-1_4"},{"issue":"2","key":"12_CR24","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"DG Lowe","year":"2004","unstructured":"Lowe, D.G.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vision 60(2), 91\u2013110 (2004)","journal-title":"Int. J. Comput. Vision"},{"key":"12_CR25","unstructured":"Mallikarjuna, P., Targhi, A., Fritz, M., Hayman, E., Caputo, B., Eklundh, J.O.: The kth-tips2 database (2004). http:\/\/www.nada.kth.se\/cvap\/databases\/kth-tips\/"},{"issue":"7","key":"12_CR26","doi-asserted-by":"publisher","first-page":"971","DOI":"10.1109\/TPAMI.2002.1017623","volume":"24","author":"T Ojala","year":"2002","unstructured":"Ojala, T., Pietikainen, M., Maenpaa, 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."},{"issue":"1","key":"12_CR27","doi-asserted-by":"publisher","first-page":"217","DOI":"10.1080\/01431160412331269698","volume":"26","author":"M Pal","year":"2005","unstructured":"Pal, M.: Random forest classifier for remote sensing classification. Int. J. Remote Sens. 26(1), 217\u2013222 (2005)","journal-title":"Int. J. Remote Sens."},{"key":"12_CR28","unstructured":"Rish, I., et al.: An empirical study of the Naive Bayes classifier. In: IJCAI 2001 Workshop on Empirical Methods in Artificial Intelligence, vol. 3, pp. 41\u201346 (2001)"},{"issue":"3","key":"12_CR29","doi-asserted-by":"publisher","first-page":"660","DOI":"10.1109\/21.97458","volume":"21","author":"SR Safavian","year":"1991","unstructured":"Safavian, S.R., Landgrebe, D.: A survey of decision tree classifier methodology. IEEE Trans. Syst. Man Cybern. 21(3), 660\u2013674 (1991)","journal-title":"IEEE Trans. Syst. Man Cybern."},{"key":"12_CR30","unstructured":"Simonyan, K., Zisserman, A.: Very deep convolutional networks for large-scale image recognition. arXiv preprint arXiv:1409.1556 (2014)"},{"key":"12_CR31","doi-asserted-by":"publisher","unstructured":"Suykens, J., Vandewalle, J.: Neural Process. Lett. 9(3), 293\u2013300 (1999). https:\/\/doi.org\/10.1023\/a:1018628609742","DOI":"10.1023\/a:1018628609742"}],"container-title":["Communications in Computer and Information Science","Recent Challenges in Intelligent Information and Database Systems"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-981-19-8234-7_12","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2024,10,9]],"date-time":"2024-10-09T10:59:30Z","timestamp":1728471570000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-981-19-8234-7_12"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2022]]},"ISBN":["9789811982330","9789811982347"],"references-count":31,"URL":"https:\/\/doi.org\/10.1007\/978-981-19-8234-7_12","relation":{},"ISSN":["1865-0929","1865-0937"],"issn-type":[{"type":"print","value":"1865-0929"},{"type":"electronic","value":"1865-0937"}],"subject":[],"published":{"date-parts":[[2022]]},"assertion":[{"value":"24 November 2022","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ACIIDS","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Asian Conference on Intelligent Information and Database Systems","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Ho Chi Minh City","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Vietnam","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2022","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"28 November 2022","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"30 November 2022","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"14","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"aciids2022","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/aciids.pwr.edu.pl\/2022\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}