{"status":"ok","message-type":"work","message-version":"1.0.0","message":{"indexed":{"date-parts":[[2026,10,7]],"date-time":"2026-10-07T07:24:10Z","timestamp":1791357850544,"version":"4.3.1"},"reference-count":29,"publisher":"IEEE","content-domain":{"domain":[],"crossmark-restriction":false},"short-container-title":[],"published-print":{"date-parts":[[2015,6]]},"DOI":"10.1109\/cvprw.2015.7301378","type":"proceedings-article","created":{"date-parts":[[2015,10,26]],"date-time":"2015-10-26T18:08:35Z","timestamp":1445882915000},"page":"10-18","source":"Crossref","is-referenced-by-count":21,"title":["Active learning approach to detecting standing dead trees from ALS point clouds combined with aerial infrared imagery"],"prefix":"10.1109","author":[{"given":"Przemyslaw","family":"Polewski","sequence":"first","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Wei","family":"Yao","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Marco","family":"Heurich","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Peter","family":"Krzystek","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]},{"given":"Uwe","family":"Stilla","sequence":"additional","affiliation":[],"role":[{"vocabulary":"crossref","role":"author"}]}],"member":"263","reference":[{"key":"ref10","doi-asserted-by":"publisher","DOI":"10.14358\/PERS.76.10.1169"},{"key":"ref11","first-page":"73","volume":"31","author":"lausch","year":"2013","journal-title":"Spatio-temporal infestation patterns of Ips typographus (L ) in the Bavarian Forest National Park"},{"key":"ref12","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2012.2185504"},{"key":"ref13","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2013.2258676"},{"key":"ref14","doi-asserted-by":"publisher","DOI":"10.1109\/TGRS.2014.2300189"},{"key":"ref15","doi-asserted-by":"publisher","DOI":"10.5194\/isprsannals-II-3-W4-181-2015"},{"key":"ref16","doi-asserted-by":"publisher","DOI":"10.1080\/01431160701736448"},{"key":"ref17","doi-asserted-by":"publisher","DOI":"10.1016\/j.isprsjprs.2009.04.002"},{"key":"ref18","first-page":"441","article-title":"Toward optimal active learning through sampling estimation of error reduction","author":"roy","year":"2001","journal-title":"ICML ‘01 Proceedings of the Eighteenth International Conference on Machine Learning"},{"key":"ref19","article-title":"Active learning literature survey","volume":"9","author":"settles","year":"2009","journal-title":"Computer Sciences Technical Report 1648"},{"key":"ref28","first-page":"1081","article-title":"Kernel logistic regression and the import vector machine","author":"zhu","year":"2001","journal-title":"J Comput Graph Stat"},{"key":"ref4","doi-asserted-by":"publisher","DOI":"10.1016\/S0378-1127(99)00208-X"},{"key":"ref27","doi-asserted-by":"publisher","DOI":"10.5194\/isprsannals-I-7-359-2012"},{"key":"ref3","author":"erkan","year":"2010","journal-title":"Semi-supervised Learning via Generalized Maximum Entropy"},{"key":"ref6","doi-asserted-by":"publisher","DOI":"10.1016\/S0065-2504(08)60121-X"},{"key":"ref29","first-page":"58","article-title":"Combining active learning and semi-supervised learning using gaussian fields and harmonic functions","author":"zhu","year":"2003","journal-title":"ICML 2003 Workshop on the Continuum from Labeled to Unlabeled Data in Machine Learning and Data Mining"},{"key":"ref5","doi-asserted-by":"crossref","first-page":"151","DOI":"10.7551\/mitpress\/6173.003.0013","article-title":"Entropy regularization","author":"grandvalet","year":"2006","journal-title":"Semi-Supervised Learning"},{"key":"ref8","doi-asserted-by":"crossref","first-page":"150","DOI":"10.1109\/LGRS.2014.2329713","article-title":"Semisupervised classification of remote sensing images with hierarchical spatial similarity","volume":"12","author":"huo","year":"2015","journal-title":"IEEE Geosci Remote S"},{"key":"ref7","doi-asserted-by":"crossref","DOI":"10.1007\/978-0-387-21606-5","author":"hastie","year":"2001","journal-title":"The Elements of Statistical Learning"},{"key":"ref2","doi-asserted-by":"publisher","DOI":"10.7551\/mitpress\/9780262033589.001.0001"},{"key":"ref9","author":"jensen","year":"2006","journal-title":"Remote Sensing of the Environment An Earth Resource Perspective"},{"key":"ref1","article-title":"An automated object-based approach to detect Sirex-infestation in pines","author":"bhattarai","year":"2012","journal-title":"ASPRS Annual Conference Proceedings"},{"key":"ref20","doi-asserted-by":"publisher","DOI":"10.1109\/34.868688"},{"key":"ref22","doi-asserted-by":"publisher","DOI":"10.1016\/j.rse.2014.12.020"},{"key":"ref21","first-page":"911","article-title":"Sparse greedy matrix approximation for machine learning","author":"smola","year":"2000","journal-title":"ICML Machine Learning Proceedings of the Seventh International Conference"},{"key":"ref24","doi-asserted-by":"publisher","DOI":"10.1016\/j.specom.2004.08.002"},{"key":"ref23","doi-asserted-by":"publisher","DOI":"10.1109\/JSTSP.2011.2139193"},{"key":"ref26","doi-asserted-by":"publisher","DOI":"10.1016\/j.foreco.2008.04.003"},{"key":"ref25","doi-asserted-by":"publisher","DOI":"10.1016\/S0893-6080(97)00133-0"}],"event":{"name":"2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)","location":"Boston, MA, USA","start":{"date-parts":[[2015,6,7]]},"end":{"date-parts":[[2015,6,12]]}},"container-title":["2015 IEEE Conference on Computer Vision and Pattern Recognition Workshops (CVPRW)"],"original-title":[],"link":[{"URL":"http:\/\/xplorestaging.ieee.org\/ielx7\/7293053\/7301265\/07301378.pdf?arnumber=7301378","content-type":"unspecified","content-version":"vor","intended-application":"similarity-checking"}],"deposited":{"date-parts":[[2023,8,15]],"date-time":"2023-08-15T12:43:46Z","timestamp":1692103426000},"score":1,"resource":{"primary":{"URL":"http:\/\/ieeexplore.ieee.org\/document\/7301378\/"}},"subtitle":[],"short-title":[],"issued":{"date-parts":[[2015,6]]},"references-count":29,"URL":"https:\/\/doi.org\/10.1109\/cvprw.2015.7301378","relation":{},"subject":[],"published":{"date-parts":[[2015,6]]}}}