{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,2,24]],"date-time":"2026-02-24T16:18:47Z","timestamp":1771949927252,"version":"3.50.1"},"reference-count":40,"publisher":"Springer Science and Business Media LLC","issue":"1","license":[{"start":{"date-parts":[[2006,3,1]],"date-time":"2006-03-01T00:00:00Z","timestamp":1141171200000},"content-version":"tdm","delay-in-days":0,"URL":"http:\/\/www.springer.com\/tdm"}],"content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":["J Real-Time Image Proc"],"published-print":{"date-parts":[[2006,3]]},"DOI":"10.1007\/s11554-006-0001-1","type":"journal-article","created":{"date-parts":[[2006,7,13]],"date-time":"2006-07-13T17:14:17Z","timestamp":1152810857000},"page":"69-88","source":"Crossref","is-referenced-by-count":151,"title":["An innovative algorithm for key frame extraction in video summarization"],"prefix":"10.1007","volume":"1","author":[{"given":"Ciocca","family":"Gianluigi","sequence":"first","affiliation":[]},{"given":"Schettini","family":"Raimondo","sequence":"additional","affiliation":[]}],"member":"297","published-online":{"date-parts":[[2006,7,14]]},"reference":[{"key":"1_CR1","doi-asserted-by":"crossref","first-page":"179","DOI":"10.1007\/BF00393937","volume":"3","author":"P. Agraim","year":"1996","unstructured":"Agraim, P., Zhang, H., Petkovic, D.: Content-based representation and retrieval of visual media: a state of the art review. Multimed. Tools Appl. 3, 179\u2013202 (1996)","journal-title":"Multimed. Tools Appl."},{"issue":"3","key":"1_CR2","doi-asserted-by":"crossref","first-page":"44","DOI":"10.1109\/MMUL.2002.1022858","volume":"9","author":"N. Dimitrova","year":"2002","unstructured":"Dimitrova, N., Zhang, H., Shahraray, B., Sezan, M., Huang, T., Zakhor, A.: Applications of video-content analysis and retrieval. IEEE MultiMed. 9(3), 44\u201355 (2002)","journal-title":"IEEE MultiMed."},{"key":"1_CR3","doi-asserted-by":"crossref","first-page":"945","DOI":"10.1016\/S0031-3203(01)00086-3","volume":"35","author":"S. Antani","year":"2002","unstructured":"Antani, S., Kasturi, R., Jain, R.: A survey on the use of pattern recognition methods for abstraction, indexing and retrieval of images and video. Pattern Recognit. 35, 945\u2013965 (2002)","journal-title":"Pattern Recognit."},{"issue":"5","key":"1_CR4","doi-asserted-by":"crossref","first-page":"819","DOI":"10.1142\/S0218001404003435","volume":"18","author":"R. Schettini","year":"2004","unstructured":"Schettini, R., Brambilla, C., Cusano, C., Ciocca, G.: Automatic classification of digital photographs based on decision forests. Int. J. Pattern Recognit. Artif. Intell. 18(5), 819\u2013846 (2004)","journal-title":"Int. J. Pattern Recognit. Artif. Intell."},{"issue":"12","key":"1_CR5","doi-asserted-by":"crossref","first-page":"1645","DOI":"10.1109\/TPAMI.2004.123","volume":"26","author":"C. Fredembach","year":"2004","unstructured":"Fredembach, C., Schr\u00f6der, M., S\u00fcsstrunk, S.: Eigenregions for image classification. IEEE Trans. Pattern Anal. Mach. Intell. (PAMI) 26(12), 1645\u20131649 (2004)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell. (PAMI)"},{"key":"1_CR6","doi-asserted-by":"crossref","unstructured":"Hauptmann, A.G., Jin, R., Tobun, D.N.: Video retrieval using speech and image information. In: Proceedings of Electronic Imaging Conference (EI\u201903), Storage Retrieval for Multimedia Databases, Santa Clara, CA, USA, vol. 5021, pp. 148\u2013159 (2003)","DOI":"10.1117\/12.479747"},{"key":"1_CR7","doi-asserted-by":"crossref","unstructured":"Tonomura, Y., Akutsu, A., Otsugi, K., Sadakata, T.: VideoMAP and VideoSpaceIcon: tools for automatizing video content. In: Proceedings of ACM INTERCHI \u201993 Conference, pp. 131\u2013141 (1993)","DOI":"10.1145\/169059.169117"},{"key":"1_CR8","doi-asserted-by":"crossref","unstructured":"Ueda, H., Miyatake, T., Yoshizawa, S.: IMPACT: an interactive natural-motion-picture dedicated multimedia authoring system. In: Proceedings of ACM CHI \u201991 Conference, pp. 343\u2013350 (1991)","DOI":"10.1145\/108844.108939"},{"key":"1_CR9","unstructured":"Rui, Y., Huang, T.S., Mehrotra, S.: Exploring video structure beyond the shots. In: Proceedings of IEEE International Conference on Multimedia Computing and Systems (ICMCS), Texas, USA, pp. 237\u2013240 (1998)"},{"issue":"2","key":"1_CR10","first-page":"73","volume":"1","author":"A. Pentland","year":"1994","unstructured":"Pentland, A., Picard, R., Davenport, G., Haase, K.: Video and image semantics: advanced tools for telecommunications. IEEE MultiMed. 1(2), 73\u201375 (1994)","journal-title":"IEEE MultiMed."},{"key":"1_CR11","first-page":"61","volume":"5307","author":"Z. Sun","year":"2004","unstructured":"Sun, Z., Ping, F.: Combination of color and object outline based method in video segmentation. Proc. SPIE Storage Retr. Methods Appl. Multimed. 5307, 61\u201369 (2004)","journal-title":"Proc. SPIE Storage Retr. Methods Appl. Multimed."},{"key":"1_CR12","doi-asserted-by":"crossref","unstructured":"Arman, F., Hsu, A., Chiu, M.Y.: Image processing on compressed data for large video databases. In: Proceedings of ACM Multimedia \u201993, Annaheim, CA, USA, pp. 267\u2013272 (1993)","DOI":"10.1145\/166266.166297"},{"key":"1_CR13","doi-asserted-by":"crossref","unstructured":"Zhuang, Y., Rui, Y., Huang, T.S., Mehrotra, S.: Key frame extraction using unsupervised clustering. In: Proceedings of ICIP\u201998, Chicago, USA, vol. 1, pp. 866\u2013870 (1998)","DOI":"10.1109\/ICIP.1998.723655"},{"key":"1_CR14","doi-asserted-by":"crossref","first-page":"347","DOI":"10.1023\/A:1009630817712","volume":"11","author":"A. Girgensohn","year":"2000","unstructured":"Girgensohn, A., Boreczky, J.: Time-constrained keyframe selection technique. Multimed. Tools Appl. 11, 347\u2013358 (2000)","journal-title":"Multimed. Tools Appl."},{"key":"1_CR15","doi-asserted-by":"crossref","unstructured":"Gong, Y., Liu, X.: Generating optimal video summaries. In: Proceedings of IEEE International Conference on Multimedia and Expo, vol. 3, pp. 1559\u20131562 (2000)","DOI":"10.1109\/ICME.2000.871066"},{"key":"1_CR16","doi-asserted-by":"crossref","unstructured":"Zhao, L., Qi, W., Li, S.Z., Yang, S.Q., Zhang, H.J.: Key-frame extraction and shot retrieval using nearest feature line (NFL). In: Proceedings of ACM International Workshops on Multimedia Information Retrieval, pp. 217\u2013220 (2000)","DOI":"10.1145\/357744.357942"},{"key":"1_CR17","doi-asserted-by":"crossref","unstructured":"Hanjalic, A., Lagendijk, R.L., Biemond, J.: A new method for key frame based video content representation. In: Image Databases and Multimedia Search. World Scientific, Singapore (1998)","DOI":"10.1142\/9789812797988_0009"},{"key":"1_CR18","unstructured":"Hoon, S.H., Yoon, K., Kweon, I.: A new technique for shot detection and key frames selection in histogram space. In: Proceedings of the 12th Workshop on Image Processing and Image Understanding, pp. 475\u2013479 (2000)"},{"key":"1_CR19","doi-asserted-by":"crossref","unstructured":"Narasimha, R., Savakis, A., Rao, R.M., De Queiroz, R.: A neural network approach to key frame extraction. In: Proceedings of SPIE-IS & T Electronic Imaging Storage and Retrieval Methods and Applications for Multimedia, vol. 5307, pp. 439\u2013447 (2004)","DOI":"10.1117\/12.517478"},{"key":"1_CR20","doi-asserted-by":"crossref","unstructured":"Calic, J., Izquierdo, E.: Efficient key-frame extraction and video analysis. In: Proceedings of IEEE ITCC2002, Multimedia Web Retrieval Section, pp. 28\u201333 (2002)","DOI":"10.1109\/ITCC.2002.1000355"},{"issue":"10","key":"1_CR21","doi-asserted-by":"crossref","first-page":"1006","DOI":"10.1109\/TCSVT.2003.816521","volume":"13","author":"M. Liu Tianming","year":"2003","unstructured":"Liu Tianming, M., Zhang, H.J., Qi, F.H.: A novel video key-frame-extraction algorithm based on perceived motion energy model. IEEE Trans. Circuits Syst. Video Technol. 13(10), 1006\u20131013 (2003)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"issue":"4","key":"1_CR22","doi-asserted-by":"crossref","first-page":"643","DOI":"10.1016\/S0031-3203(96)00109-4","volume":"30","author":"H.J. Zhang","year":"1997","unstructured":"Zhang, H.J., Wu, J., Zhong, D., Smoliar, S.W.: An integrated system for contentbased video retrieval and browsing. Pattern Recognit. 30(4), 643\u2013658 (1997)","journal-title":"Pattern Recognit."},{"key":"1_CR23","doi-asserted-by":"crossref","unstructured":"Fayzullin, M., Subrahmanian, V.S., Picarello, A., Sapino, M.L.: The CPR model for summarizing video. In: Proceedings of the 1st ACM International Workshop on Multimedia Databases, New Orleans, LA, USA, pp. 2\u20139 (2002)","DOI":"10.1145\/951676.951679"},{"key":"1_CR24","doi-asserted-by":"crossref","unstructured":"Lagendijk, R.L., Hanjalic, A., Ceccarelli, M.P., Soletic, M., Persoon, E.H.: Visual search in a SMASH system. In: Proceedings of ICIP\u201996, pp. 671\u2013674 (1995)","DOI":"10.1109\/ICIP.1996.560584"},{"issue":"2","key":"1_CR25","first-page":"196","volume":"15","author":"C.W. Ngo","year":"2005","unstructured":"Ngo, C.-W., Ma, Y.-F., Zhang, H.-J.: Video summarization and scene detection by graph modeling. IEEE Trans. Circuits Syst. Video Technol. 15(2), 196\u2013305 (2005)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"issue":"8","key":"1_CR26","doi-asserted-by":"crossref","first-page":"1269","DOI":"10.1109\/76.809161","volume":"9","author":"H.S. Chang","year":"1999","unstructured":"Chang, H.S., Sull, S., Lee, S.U.: Efficient Video Indexing Scheme for Content-Based Retrieval. IEEE Trans. Circuits Syst. Video Technol. 9(8), 1269\u20131279 (1999)","journal-title":"IEEE Trans. Circuits Syst. Video Technol."},{"key":"1_CR27","doi-asserted-by":"crossref","first-page":"1451","DOI":"10.1016\/j.patrec.2004.05.020","volume":"25","author":"L. Tieyan","year":"2004","unstructured":"Tieyan, L., Zhang, X., Feng, J., Lo, K.T.: Shot reconstruction degree: a novel criterion for key frame selection. Pattern Recognit. Lett. 25, 1451\u20131457 (2004)","journal-title":"Pattern Recognit. Lett."},{"key":"1_CR28","doi-asserted-by":"crossref","unstructured":"Fernando, A.C., Canaharajah, C.N., Bull, D.R.: Fade-in and fade-out detection in video sequences using histograms. In: Proceedings of ISCAS 2000\u2014IEEE International Symposium on Circuits and System, vol. IV, pp. 709\u2013712 (2000)","DOI":"10.1109\/ISCAS.2000.858850"},{"issue":"1","key":"1_CR29","doi-asserted-by":"crossref","first-page":"11","DOI":"10.1007\/BF00130487","volume":"7","author":"M. Swain","year":"1991","unstructured":"Swain, M., Ballard, D.: Color indexing. Int. J. Comput. Vis. 7(1), 11\u201332 (1991)","journal-title":"Int. J. Comput. Vis."},{"key":"1_CR30","doi-asserted-by":"crossref","unstructured":"Smith, J.R., Chang, S.F.: Tools and techniques for color image retrieval. In: IST\/SPIE Storage and Retrieval for Image and Video Databases IV, vol. 2670, pp. 426\u2013437 (1996)","DOI":"10.1117\/12.234781"},{"key":"1_CR31","doi-asserted-by":"crossref","unstructured":"Ciocca, G., Gagliardi, I., Schettini, R.: Quicklook2 : an integrated multimedia system. Int. J. Vis. Lang. Comput. 12, 81\u2013103 (Special issue on querying multiple data sources) (2001)","DOI":"10.1006\/jvlc.2000.0188"},{"key":"1_CR32","first-page":"414","volume-title":"Digital image processing","author":"R. Gonzalez","year":"1992","unstructured":"Gonzalez, R., Woods, R.: Digital image processing. Addison Wesley, Reading, pp. 414\u2013428 (1992)"},{"key":"1_CR33","doi-asserted-by":"crossref","first-page":"289","DOI":"10.1006\/jvlc.1997.0041","volume":"8","author":"F. Idris","year":"1997","unstructured":"Idris, F., Panchanathan, S.: Storage and retrieval of compressed images using wavelet vector quantization. J. Vis. Lang. Comput. 8, 289\u2013301 (1997)","journal-title":"J. Vis. Lang. Comput."},{"issue":"2","key":"1_CR34","first-page":"22","volume":"1","author":"P. Scheunders","year":"1998","unstructured":"Scheunders, P., Livens, S., Van de Wouwer, G., Vautrot, P., Van Dyck, D.: Wavelet-based texture analysis. Int. J. Comput. Sci. Inf. Manage. 1(2), 22\u201334 (1998)","journal-title":"Int. J. Comput. Sci. Inf. Manage."},{"key":"1_CR35","unstructured":"Chetverikov, D., Szabo, Zs.: A simple and efficient algorithm for detection of high curvature points in planar curves. In: Proceedings of the 23rd Workshop of the Austrian Pattern Recognition Group, pp. 175\u2013184 (1999)"},{"key":"1_CR36","doi-asserted-by":"crossref","unstructured":"Latecki, L., DeMenthon, D., Rosenfeld, A.: Extraction of key frames from videos by polygon simplification. In: International Symposium on Signal Processing and its Applications, pp. 643\u2013646 (2001)","DOI":"10.1007\/978-3-642-59802-9_52"},{"key":"1_CR37","doi-asserted-by":"crossref","first-page":"73","DOI":"10.1016\/S1077-2014(02)00115-8","volume":"9","author":"S. Lefevre","year":"2003","unstructured":"Lefevre, S., Holler, J., Vincent, N.: A review of real time segmentation of uncompressed video sequences for content-based search and retrieval. Real Time Imaging 9, 73\u201398 (2003)","journal-title":"Real Time Imaging"},{"issue":"3","key":"1_CR38","doi-asserted-by":"crossref","first-page":"247","DOI":"10.1007\/BF02476026","volume":"4","author":"I. Daubechies","year":"1998","unstructured":"Daubechies, I., Sweldens, W.: Factoring wavelet transforms into lifting steps. J. Fourier Anal. Appl. 4(3), 247\u2013269 (1998)","journal-title":"J. Fourier Anal. Appl."},{"key":"1_CR39","unstructured":"AESS Archive. http:\/\/aess.itc.cnr.it\/index.htm"},{"key":"1_CR40","unstructured":"MAIS Consortium, Mais: Multichannel Adaptive Information Systems. http:\/\/black.elet.polimi.it\/mais\/"}],"container-title":["Journal of Real-Time Image Processing"],"original-title":[],"language":"en","link":[{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11554-006-0001-1.pdf","content-type":"application\/pdf","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/article\/10.1007\/s11554-006-0001-1\/fulltext.html","content-type":"text\/html","content-version":"vor","intended-application":"text-mining"},{"URL":"http:\/\/link.springer.com\/content\/pdf\/10.1007\/s11554-006-0001-1","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2025,1,9]],"date-time":"2025-01-09T22:07:00Z","timestamp":1736460420000},"score":1,"resource":{"primary":{"URL":"http:\/\/link.springer.com\/10.1007\/s11554-006-0001-1"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2006,3]]},"references-count":40,"journal-issue":{"issue":"1","published-print":{"date-parts":[[2006,3]]}},"alternative-id":["1"],"URL":"https:\/\/doi.org\/10.1007\/s11554-006-0001-1","relation":{},"ISSN":["1861-8200","1861-8219"],"issn-type":[{"value":"1861-8200","type":"print"},{"value":"1861-8219","type":"electronic"}],"subject":[],"published":{"date-parts":[[2006,3]]}}}