{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2025,10,28]],"date-time":"2025-10-28T15:00:14Z","timestamp":1761663614621,"version":"3.41.0"},"publisher-location":"Cham","reference-count":23,"publisher":"Springer International Publishing","isbn-type":[{"type":"print","value":"9783319590622"},{"type":"electronic","value":"9783319590639"}],"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\/978-3-319-59063-9_44","type":"book-chapter","created":{"date-parts":[[2017,5,26]],"date-time":"2017-05-26T15:47:16Z","timestamp":1495813636000},"page":"497-506","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":21,"title":["The Image Classification with Different Types of Image Features"],"prefix":"10.1007","author":[{"given":"Marcin","family":"Gabryel","sequence":"first","affiliation":[]},{"given":"Robertas","family":"Dama\u0161evi\u010dius","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2017,5,27]]},"reference":[{"key":"44_CR1","unstructured":"Audet, S.: JavaCV (2017). http:\/\/bytedeco.org\/. Accessed 1 Feb 2017"},{"key":"44_CR2","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"404","DOI":"10.1007\/11744023_32","volume-title":"Computer Vision \u2013 ECCV 2006","author":"H Bay","year":"2006","unstructured":"Bay, H., Tuytelaars, T., Gool, L.: SURF: Speeded Up Robust Features. In: Leonardis, A., Bischof, H., Pinz, A. (eds.) ECCV 2006. LNCS, vol. 3951, pp. 404\u2013417. Springer, Heidelberg (2006). doi:10.1007\/11744023_32"},{"key":"44_CR3","doi-asserted-by":"crossref","unstructured":"Bertini Junior, J.R., Nicoletti, M.C.: Enhancing constructive neural network performance using functionally expanded input data. J. Artif. Intell. Soft Computing Res. 6(2), 119\u2013131 (2016)","DOI":"10.1515\/jaiscr-2016-0010"},{"key":"44_CR4","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"57","DOI":"10.1007\/978-3-319-39378-0_6","volume-title":"Artificial Intelligence and Soft Computing","author":"J Bilski","year":"2016","unstructured":"Bilski, J., Wilamowski, B.M.: Parallel learning of feedforward neural networks without error backpropagation. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2016. LNCS, vol. 9692, pp. 57\u201369. Springer, Cham (2016). doi:10.1007\/978-3-319-39378-0_6"},{"key":"44_CR5","unstructured":"Bradski, G.: The OpenCV Library. Dr. Dobb\u2019s Journal of Software Tools (2000)"},{"key":"44_CR6","doi-asserted-by":"crossref","unstructured":"Christina, B., Eugene, S., Maxim, S.: Multi-objective heuristic feature selection for speech-based multilingual emotion recognition. J. Artif. Intell. Soft Comput. Res. 6(4), 243 (2016)","DOI":"10.1515\/jaiscr-2016-0018"},{"key":"44_CR7","unstructured":"Csurka, G., Dance, C.R., Fan, L., Willamowski, J., Bray, C.: Visual categorization with bags of keypoints. In: Workshop on Statistical Learning in Computer Vision, ECCV, pp. 1\u201322 (2004)"},{"key":"44_CR8","doi-asserted-by":"crossref","unstructured":"Dittenbach, M., Merkl, D., Rauber, A.: The growing hierarchical self-organizing map. In: Proceedings of the IEEE-INNS-ENNS International Joint Conference on Neural Networks, IJCNN 2000, vol. 6, pp. 15\u201319 (2000)","DOI":"10.1109\/IJCNN.2000.859366"},{"key":"44_CR9","unstructured":"Fei-Fei, L., Fergus, R., Perona, P.: Learning generative visual models from few training examples: an incremental Bayesian approach tested on 101 object categories. In: Conference on Computer Vision and Pattern Recognition Workshop, CVPRW 2004, pp. 178\u2013178 (2004)"},{"issue":"2","key":"44_CR10","doi-asserted-by":"publisher","first-page":"83","DOI":"10.1515\/jaiscr-2015-0021","volume":"5","author":"D Kasthurirathna","year":"2015","unstructured":"Kasthurirathna, D., Piraveenan, M., Uddin, S.: Evolutionary stable strategies in networked games: the influence of topology. J. Artif. Intell. Soft Comput. Res. 5(2), 83\u201395 (2015)","journal-title":"J. Artif. Intell. Soft Comput. Res."},{"issue":"2","key":"44_CR11","doi-asserted-by":"publisher","first-page":"119","DOI":"10.3233\/ICA-160534","volume":"24","author":"M Korytkowski","year":"2017","unstructured":"Korytkowski, M.: Novel visual information indexing in relational databases. Integr. Comput.-Aid. Eng. 24(2), 119\u2013128 (2017)","journal-title":"Integr. Comput.-Aid. Eng."},{"key":"44_CR12","doi-asserted-by":"crossref","unstructured":"Lazebnik, S., Schmid, C., Ponce, J.: Beyond bags of features: spatial pyramid matching for recognizing natural scene categories. In: 2006 IEEE Computer Society Conference on Computer Vision and Pattern Recognition, vol. 2, pp. 2169\u20132178 (2006)","DOI":"10.1109\/CVPR.2006.68"},{"key":"44_CR13","doi-asserted-by":"crossref","unstructured":"Li, F.F., Perona, P.: A Bayesian hierarchical model for learning natural scene categories. In: Proceedings of the 2005 IEEE Computer Society Conference on Computer Vision and Pattern Recognition (CVPR 2005), vol. 2, pp. 524\u2013531. IEEE Computer Society (2005)","DOI":"10.1109\/CVPR.2005.16"},{"issue":"2","key":"44_CR14","doi-asserted-by":"publisher","first-page":"91","DOI":"10.1023\/B:VISI.0000029664.99615.94","volume":"60","author":"D Lowe","year":"2004","unstructured":"Lowe, D.: Distinctive image features from scale-invariant keypoints. Int. J. Comput. Vis. 60(2), 91\u2013110 (2004)","journal-title":"Int. J. Comput. Vis."},{"key":"44_CR15","doi-asserted-by":"crossref","unstructured":"Moulin, C., Barat, C., Ducottet, C.: Fusion of tf.idf weighted bag of visual features for image classification. In: 2010 International Workshop on Content-Based Multimedia Indexing (CBMI), pp. 1\u20136 (2010)","DOI":"10.1109\/CBMI.2010.5529901"},{"key":"44_CR16","doi-asserted-by":"crossref","unstructured":"Sivic, J., Russell, B., Efros, A., Zisserman, A., Freeman, W.: Discovering objects and their location in images. In: Tenth IEEE International Conference on Computer Vision, ICCV 2005, vol. 1, pp. 370\u2013377 (2005)","DOI":"10.1109\/ICCV.2005.77"},{"key":"44_CR17","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"114","DOI":"10.1007\/978-3-319-39384-1_10","volume-title":"Artificial Intelligence and Soft Computing","author":"A Starczewski","year":"2016","unstructured":"Starczewski, A., Krzy\u017cak, A.: A modification of the Silhouette index for the improvement of cluster validity assessment. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2016. LNCS, vol. 9693, pp. 114\u2013124. Springer, Cham (2016). doi:10.1007\/978-3-319-39384-1_10"},{"key":"44_CR18","doi-asserted-by":"crossref","unstructured":"Starczewski, J.: Advanced Concepts in Fuzzy Logic and Systems with Membership Uncertainty, Studies in Fuzziness and Soft Computing, vol. 284. Springer, Heidelberg (2013)","DOI":"10.1007\/978-3-642-29520-1"},{"key":"44_CR19","series-title":"Lecture Notes in Computer Science","doi-asserted-by":"publisher","first-page":"746","DOI":"10.1007\/978-3-319-39384-1_66","volume-title":"Artificial Intelligence and Soft Computing","author":"P Staszewski","year":"2016","unstructured":"Staszewski, P., Woldan, P., Korytkowski, M., Scherer, R., Wang, L.: Query-by-example image retrieval in microsoft SQL server. In: Rutkowski, L., Korytkowski, M., Scherer, R., Tadeusiewicz, R., Zadeh, L.A., Zurada, J.M. (eds.) ICAISC 2016. LNCS, vol. 9693, pp. 746\u2013754. Springer, Cham (2016). doi:10.1007\/978-3-319-39384-1_66"},{"key":"44_CR20","series-title":"Communications in Computer and Information Science","doi-asserted-by":"publisher","first-page":"404","DOI":"10.1007\/978-3-319-46254-7_32","volume-title":"Information and Software Technologies","author":"M Wo\u017aniak","year":"2016","unstructured":"Wo\u017aniak, M.: Novel image correction method based on swarm intelligence approach. In: Dregvaite, G., Damasevicius, R. (eds.) ICIST 2016. CCIS, vol. 639, pp. 404\u2013413. Springer, Cham (2016). doi:10.1007\/978-3-319-46254-7_32"},{"key":"44_CR21","doi-asserted-by":"crossref","unstructured":"Wozniak, M., Polap, D.: On manipulation of initial population search space in heuristic algorithm through the use of parallel processing approach. In: 2016 IEEE Symposium Series on Computational Intelligence, pp. 1\u20136. IEEE (2016)","DOI":"10.1109\/SSCI.2016.7850033"},{"key":"44_CR22","doi-asserted-by":"publisher","first-page":"20","DOI":"10.1016\/j.eswa.2016.08.068","volume":"66","author":"M Wozniak","year":"2016","unstructured":"Wozniak, M., Polap, D., Napoli, C., Tramontana, E.: Graphic object feature extraction system based on cuckoo search algorithm. Expert Syst. Appl. 66, 20\u201331 (2016)","journal-title":"Expert Syst. Appl."},{"key":"44_CR23","series-title":"Advances in Intelligent Systems and Computing","doi-asserted-by":"publisher","first-page":"147","DOI":"10.1007\/978-3-319-28567-2_13","volume-title":"Information Systems Architecture and Technology: Proceedings of 36th International Conference on Information Systems Architecture and Technology \u2013 ISAT 2015 \u2013 Part IV","author":"M Zalasi\u0144ski","year":"2016","unstructured":"Zalasi\u0144ski, M., Cpa\u0142ka, K.: New algorithm for on-line signature verification using characteristic hybrid partitions. In: Wilimowska, Z., Borzemski, L., Grzech, A., \u015awi\u0105tek, J. (eds.) ISAT 2015. AISC, vol. 432, pp. 147\u2013157. Springer, Cham (2016). doi:10.1007\/978-3-319-28567-2_13"}],"container-title":["Lecture Notes in Computer Science","Artificial Intelligence and Soft Computing"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-319-59063-9_44","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,6,18]],"date-time":"2025-06-18T20:31:32Z","timestamp":1750278692000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-319-59063-9_44"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2017]]},"ISBN":["9783319590622","9783319590639"],"references-count":23,"URL":"https:\/\/doi.org\/10.1007\/978-3-319-59063-9_44","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"type":"print","value":"0302-9743"},{"type":"electronic","value":"1611-3349"}],"subject":[],"published":{"date-parts":[[2017]]},"assertion":[{"value":"27 May 2017","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"ICAISC","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Artificial Intelligence and Soft Computing","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Zakopane","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":"11 June 2017","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"15 June 2017","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"16","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"icaisc2017","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"http:\/\/www.icaisc.eu\/","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}