Further information on Mapping applications - Buildings:
Matikainen L., Hyyppä, J., Ahokas, E., Markelin, L., and H. Kaartinen, 2010. Automatic detection of buildings and changes in buildings for updating of maps. Remote Sensing, Vol. 2(5), 1217-1248. http://www.mdpi.com/2072-4292/2/5/1217/
Matikainen, L., Hyyppä, J., and H. Kaartinen, 2009. Comparison between first pulse and last pulse laser scanner data in the automatic detection of buildings. Photogrammetric Engineering & Remote Sensing, Vol. 75(2), 133-146. http://www.asprs.org/a/publications/pers/2009journal/february/2009_feb_133-146.pdf
Matikainen, L., Hyyppä, J., Ahokas, E., Markelin, L., and H. Kaartinen, 2009. An improved approach for automatic detection of changes in buildings. Proceedings of the ISPRS Workshop Laserscanning 2009, Editors: F. Bretar, M. Pierrot-Deseilligny, G. Vosselman, Paris, France, 1-2 September 2009. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XXXVIII (3 / W8), 61-67. http://www.isprs.org/proceedings/XXXVIII/3-W8/papers/p78.pdf
Champion, N., Rottensteiner, F., Matikainen, L., Liang, X., Hyyppä, J., Olsen, B. P., 2009. A test of automatic building change detection approaches. Proceedings of the ISPRS Workshop CMRT09, Paris, France, 3-4 September, 2009. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XXXVIII, Part 3/W4, 145-150. http://www.isprs.org/proceedings/XXXVIII/3-W4/Pub/CMRT09_Champion_et_al.pdf
Champion, N., Matikainen, L., Rottensteiner, F., Liang, X., Hyyppä, J. 2008. A test of 2D building change detection methods: comparison, evaluation and perspectives. The International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XXXVII, Part B4, Beijing, 297-303. http://www.isprs.org/proceedings/XXXVII/congress/4_pdf/53.pdf
Matikainen, L., Kaartinen, H., and J. Hyyppä, 2007. Classification tree based building detection from laser scanner and aerial image data. International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, 36(3/W52): 280-287. http://www.isprs.org/proceedings/XXXVI/3-W52/final_papers/Matikainen_2007.pdf
Matikainen, L., Hyyppä, J., Kaartinen, H. 2004. Automatic detection of changes from laser scanner and aerial image data for updating building maps. Proceedings of the XXth International ISPRS Congress, July 2004, Istanbul, Turkey, International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences, XXXV(B2):434-439. http://www.isprs.org/proceedings/XXXV/congress/comm2/papers/168.pdf
Matikainen, L., Hyyppä, J. and H. Hyyppä, 2003. Automatic detection of buildings from laser scanner data for map updating. Workshop '3-D reconstruction from airborne laserscanner and InSAR data', Dresden, Germany 8-10 October 2003. The International Archives of Photogrammetry, Remote Sensing and Spatial Information Sciences, Vol. XXXIV, part 3/WG13, pp. 218-224. http://www.isprs.org/commission3/wg3/workshop_laserscanning/papers/Matikainen_ALSDD2003.pdf
Matikainen, L., Hyyppä, J., Kaartinen, H., Ahokas, E. and X. Yu, 2001. Quality of high-pulse-rate laser scanners for updating of city maps. Proceedings of the Fifth International Airborne Remote Sensing Conference and Exhibition, 2001, San Francisco, California, USA, 8 p.
In Finnish:
Matikainen, L., Hyyppä, J., Karila, K., Vaaja, M., Kukko, A., 2011. Laserkeilaus- ja kuva-aineistojen automaattinen tulkinta karttojen ajantasaistuksessa. The Photogrammetric Journal of Finland, Vol. 22(3), 104-114. http://foto.hut.fi/seura/julkaisut/pjf/pjf_e/2011/PJF2011_3_Matikainen_et_al.pdf
Matikainen, L., 2009. Rakennusten automaattinen tunnistus ja muutostulkinta laserkeilaus- ja ilmakuva-aineistoista. Maankäyttö, Vol. 3/2009, 7-10. http://www.maankaytto.fi/arkisto/mk309/mk309_1286_matikainen.pdf
Further information on Mapping Applications - Field parcels
Automatic change detection methods in the updating of the Finnish Land Parcel Identification System (FLPIS), Annual report 2009, pages 13-14.
In Finnish:
Matikainen, L., Hyyppä, J., Karila, K., Vaaja, M. ja Kukko, A., 2011. Laserkeilaus- ja kuva-aineistojen automaattinen tulkinta karttojen ajantasaistuksessa. The Photogrammetric Journal of Finland, Vol. 22(3), 104-114. http://foto.hut.fi/seura/julkaisut/pjf/pjf_e/2011/PJF2011_3_Matikainen_et_al.pdf
Further information on Mapping applications - Land use / land cover:
Matikainen, L., and K. Karila, 2011. Segment-based land cover mapping of a suburban area - comparison of high-resolution remotely sensed datasets using classification trees and test field points. Remote Sensing, Vol. 3(8), 1777-1804. http://www.mdpi.com/2072-4292/3/8/1777/
Matikainen, L., Hyyppä, J., and M. E. Engdahl, 2006. Mapping built-up areas from multitemporal interferometric SAR images - a segment-based approach. Photogrammetric Engineering & Remote Sensing, 72(6): 701-714. http://www.asprs.org/a/publications/pers/2006journal/june/2006_jun_701-714.pdf
Matikainen, L., Karjalainen, M., Kaartinen, H., Hyyppä, J. 2004. Rule-based interpretation of high-resolution SAR images for map updating. The Photogrammetric Journal of Finland, 19(1):47-62. http://foto.hut.fi/seura/julkaisut/pjf/pjf_e/2004/PJF2004_Matikainen_et_al.pdf
Matikainen, L., Yu, X., Kuittinen, R. and Ahokas, E., 1997. Updating topographic maps by using multisource data and knowledge-based interpretation. Reports of the Finnish Geodetic Institute 97:1.
In Finnish:
Matikainen, L., Hyyppä, J., Karila, K., Vaaja, M., Kukko, A., 2011. Laserkeilaus- ja kuva-aineistojen automaattinen tulkinta karttojen ajantasaistuksessa. The Photogrammetric Journal of Finland, Vol. 22(3), 104-114. http://foto.hut.fi/seura/julkaisut/pjf/pjf_e/2011/PJF2011_3_Matikainen_et_al.pdf
Matikainen, L. ja J. Hyyppä, 2003. SAR-kuvat kartoituksessa ja karttojen ajantasaistuksessa. Teoksessa: Pikseleitä ja pistepilviä - kuvauksen uudet ulottuvuudet (toim. Jokela, J.). Maanmittaustieteiden päivät 20.-21.11.2003, Teknillinen korkeakoulu, Espoo. Maanmittaustieteiden Seuran julkaisu n:o 40, s. 13-18.
Further information on Mapping applications - Object-based and knowledge-based interpretation
Region-based and knowledge-based approaches in analysing remotely sensed and ancillary spatial data, Annual report 2005, pages 26-28.
Use of classification trees in rule-based interpretation of remotely sensed data, Annual report 2006, pages 28-29.
Matikainen, L., 2006. Improving automation in rule-based interpretation of remotely sensed data by using classification trees. The Photogrammetric Journal of Finland, 20(1): 5-20. http://foto.hut.fi/seura/julkaisut/pjf/pjf_e/2006/Matikainen_2006_PJF.pdf
Matikainen, L., Kuittinen, R., Yu, X. and M. Karjalainen, 2002. Region-based and knowledge-based approaches in analysing remotely sensed and ancillary spatial data - experiences from case studies. The Photogrammetric Journal of Finland, Vol. 18 No. 1, pp. 44-57. http://foto.hut.fi/seura/julkaisut/pjf/pjf_e/2002/PJF2002_Matikainen_et_al.pdf