{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,8,20]],"date-time":"2026-08-20T17:24:57Z","timestamp":1787246697006,"version":"build-2736575974"},"publisher-location":"Cham","reference-count":18,"publisher":"Springer Nature Switzerland","isbn-type":[{"value":"9783032095435","type":"print"},{"value":"9783032095442","type":"electronic"}],"license":[{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"tdm","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"},{"start":{"date-parts":[[2025,11,1]],"date-time":"2025-11-01T00:00:00Z","timestamp":1761955200000},"content-version":"vor","delay-in-days":0,"URL":"https:\/\/www.springernature.com\/gp\/researchers\/text-and-data-mining"}],"content-domain":{"domain":["link.springer.com"],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2026]]},"DOI":"10.1007\/978-3-032-09544-2_34","type":"book-chapter","created":{"date-parts":[[2025,10,31]],"date-time":"2025-10-31T17:23:42Z","timestamp":1761931422000},"page":"473-486","update-policy":"https:\/\/doi.org\/10.1007\/springer_crossmark_policy","source":"Crossref","is-referenced-by-count":2,"title":["Efficient Content-Based Time Series Retrieval Using Pattern Spectra"],"prefix":"10.1007","author":[{"given":"Fran\u00e7ois","family":"Merciol","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Tom","family":"Avellaneda","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Abdelbadie","family":"Belmouhcine","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"ORCID":"https:\/\/orcid.org\/0000-0002-2384-8202","authenticated-orcid":false,"given":"S\u00e9bastien","family":"Lef\u00e8vre","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"297","published-online":{"date-parts":[[2025,11,1]]},"reference":[{"issue":"11","key":"34_CR1","doi-asserted-by":"publisher","first-page":"2914","DOI":"10.1016\/j.patcog.2007.02.004","volume":"40","author":"E Aptoula","year":"2007","unstructured":"Aptoula, E., Lef\u00e8vre, S.: A comparative study on multivariate mathematical morphology. Pattern Recogn. 40(11), 2914\u20132929 (2007)","journal-title":"Pattern Recogn."},{"issue":"12","key":"34_CR2","doi-asserted-by":"publisher","first-page":"228","DOI":"10.3390\/ijgi5120228","volume":"5","author":"P Bosilj","year":"2016","unstructured":"Bosilj, P., Aptoula, E., Lef\u00e8vre, S., Kijak, E.: Retrieval of remote sensing images with pattern spectra descriptors. ISPRS Int. J. Geo-Inf. 5(12), 228 (2016)","journal-title":"ISPRS Int. J. Geo-Inf."},{"issue":"2","key":"34_CR3","doi-asserted-by":"publisher","first-page":"33","DOI":"10.3390\/jimaging4020033","volume":"4","author":"P Bosilj","year":"2018","unstructured":"Bosilj, P., Kijak, E., Lef\u00e8vre, S.: Partition and inclusion hierarchies of images: a comprehensive survey. J. Imaging 4(2), 33 (2018)","journal-title":"J. Imaging"},{"key":"34_CR4","doi-asserted-by":"crossref","unstructured":"Bosilj, P., Wilkinson, M.H., Kijak, E., Lef\u00e8vre, S.: Local 2D pattern spectra as connected region descriptors. In: International Symposium on Mathematical Morphology (2015)","DOI":"10.1007\/978-3-319-18720-4_16"},{"key":"34_CR5","doi-asserted-by":"crossref","unstructured":"Bovolo, F., Demir, B., Bruzzone, L.: A cluster-based appraoch to content based time series retrieval (CBTSR). In: IEEE International Geoscience and Remote Sensing Symposium, pp. 2793\u20132796 (2015)","DOI":"10.1109\/IGARSS.2015.7326394"},{"key":"34_CR6","doi-asserted-by":"publisher","first-page":"94","DOI":"10.1016\/j.inffus.2020.10.008","volume":"67","author":"Y Li","year":"2021","unstructured":"Li, Y., Ma, J., Zhang, Y.: Image retrieval from remote sensing big data: a survey. Inf. Fusion 67, 94\u2013115 (2021)","journal-title":"Inf. Fusion"},{"issue":"7","key":"34_CR7","doi-asserted-by":"publisher","first-page":"701","DOI":"10.1109\/34.192465","volume":"11","author":"P Maragos","year":"1989","unstructured":"Maragos, P.: Pattern spectrum and multiscale shape representation. IEEE Trans. Pattern Anal. Mach. Intell. 11(7), 701\u2013716 (1989)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"issue":"1","key":"34_CR8","doi-asserted-by":"publisher","first-page":"46","DOI":"10.3390\/ijgi8010046","volume":"8","author":"F Merciol","year":"2019","unstructured":"Merciol, F., et al.: GEOBIA at the terapixel scale: toward efficient mapping of small woody features from heterogeneous VHR scenes. ISPRS Int. J. Geo Inf. 8(1), 46 (2019)","journal-title":"ISPRS Int. J. Geo Inf."},{"key":"34_CR9","doi-asserted-by":"crossref","unstructured":"Mirmahboub, B., Mor\u00e9, J., Youssefi, D., Giros, A., Merciol, F., Lef\u00e8vre, S.: Fast pattern spectra using tree representation of the image for patch retrieval. In: IAPR International Conference on Discrete Geometry and Mathematical Morphology (2021)","DOI":"10.1007\/978-3-030-76657-3_7"},{"issue":"4","key":"34_CR10","doi-asserted-by":"publisher","first-page":"555","DOI":"10.1109\/83.663500","volume":"7","author":"P Salembier","year":"1998","unstructured":"Salembier, P., Oliveras, A., Garrido, L.: Antiextensive connected operators for image and sequence processing. IEEE Trans. Image Proc. 7(4), 555\u2013570 (1998)","journal-title":"IEEE Trans. Image Proc."},{"key":"34_CR11","doi-asserted-by":"crossref","unstructured":"Sumbul, G., Kang, J., Demir, B.: Deep Learning for Image Search and Retrieval in Large Remote Sensing Archives, chap.\u00a011. John Wiley & Sons, Ltd., Hoboken (2021)","DOI":"10.1002\/9781119646181.ch11"},{"key":"34_CR12","doi-asserted-by":"crossref","unstructured":"Tuna, C., Giros, A., Merciol, F., Lef\u00e8vre, S.: On Morphological Hierarchies for Image Sequences. In: IAPR International Conference on Pattern Recognition (2021)","DOI":"10.1109\/ICPR48806.2021.9412177"},{"key":"34_CR13","doi-asserted-by":"crossref","unstructured":"Tuna, C., Merciol, F., Lef\u00e8vre, S.: Analysis of min-trees over sentinel-1 time series for flood detection. In: International Workshop on the Analysis of Multitemporal Remote Sensing Images (2019)","DOI":"10.1109\/Multi-Temp.2019.8866948"},{"key":"34_CR14","doi-asserted-by":"crossref","unstructured":"Tuna, C., Merciol, F., Lef\u00e8vre, S.: Monitoring urban growth with spatial filtering of satellite image time series. In: IEEE\/ISPRS Joint Urban Remote Sensing Event (2019)","DOI":"10.1109\/JURSE.2019.8808971"},{"key":"34_CR15","doi-asserted-by":"publisher","first-page":"255","DOI":"10.1016\/j.patrec.2019.11.038","volume":"129","author":"C Tuna","year":"2020","unstructured":"Tuna, C., Mirmahboub, B., Merciol, F., Lef\u00e8vre, S.: Component trees for image sequences and streams. Pattern Recogn. Lett. 129, 255\u2013262 (2020)","journal-title":"Pattern Recogn. Lett."},{"issue":"2","key":"34_CR16","doi-asserted-by":"publisher","first-page":"272","DOI":"10.1109\/TPAMI.2007.28","volume":"29","author":"ER Urbach","year":"2007","unstructured":"Urbach, E.R., Roerdink, J.B., Wilkinson, M.H.: Connected shape-size pattern spectra for rotation and scale-invariant classification of gray-scale images. IEEE Trans. Pattern Anal. Mach. Intell. 29(2), 272\u2013285 (2007)","journal-title":"IEEE Trans. Pattern Anal. Mach. Intell."},{"key":"34_CR17","doi-asserted-by":"crossref","unstructured":"Vuran, O., Akcin, O., Ravanbakhsh, M., Sankur, B., Demir, B.: Deep learning driven content-based image time-series retrieval in remote sensing archives. In: IEEE International Geoscience and Remote Sensing Symposium (2022)","DOI":"10.1109\/IGARSS46834.2022.9884495"},{"key":"34_CR18","first-page":"1","volume":"60","author":"K Yang","year":"2022","unstructured":"Yang, K., et al.: Asymmetric siamese networks for semantic change detection in aerial images. IEEE Trans. Geosci. Remote Sens. 60, 1\u201318 (2022)","journal-title":"IEEE Trans. Geosci. Remote Sens."}],"container-title":["Lecture Notes in Computer Science","Discrete Geometry and Mathematical Morphology"],"original-title":[],"language":"en","link":[{"URL":"https:\/\/link.springer.com\/content\/pdf\/10.1007\/978-3-032-09544-2_34","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2026,8,20]],"date-time":"2026-08-20T16:29:05Z","timestamp":1787243345000},"score":1,"resource":{"primary":{"URL":"https:\/\/link.springer.com\/10.1007\/978-3-032-09544-2_34"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2025,11,1]]},"ISBN":["9783032095435","9783032095442"],"references-count":18,"URL":"https:\/\/doi.org\/10.1007\/978-3-032-09544-2_34","relation":{},"ISSN":["0302-9743","1611-3349"],"issn-type":[{"value":"0302-9743","type":"print"},{"value":"1611-3349","type":"electronic"}],"subject":[],"published":{"date-parts":[[2025,11,1]]},"assertion":[{"value":"1 November 2025","order":1,"name":"first_online","label":"First Online","group":{"name":"ChapterHistory","label":"Chapter History"}},{"value":"DGMM","order":1,"name":"conference_acronym","label":"Conference Acronym","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"International Conference on Discrete Geometry and Mathematical Morphology","order":2,"name":"conference_name","label":"Conference Name","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"Groningen","order":3,"name":"conference_city","label":"Conference City","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"The Netherlands","order":4,"name":"conference_country","label":"Conference Country","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"2025","order":5,"name":"conference_year","label":"Conference Year","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"3 November 2025","order":7,"name":"conference_start_date","label":"Conference Start Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"6 November 2025","order":8,"name":"conference_end_date","label":"Conference End Date","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"4","order":9,"name":"conference_number","label":"Conference Number","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"dgmm2025","order":10,"name":"conference_id","label":"Conference ID","group":{"name":"ConferenceInfo","label":"Conference Information"}},{"value":"https:\/\/research.rug.nl\/en\/activities\/discrete-geometry-and-mathematical-morphology-2025","order":11,"name":"conference_url","label":"Conference URL","group":{"name":"ConferenceInfo","label":"Conference Information"}}]}}