Lamonaca, A., Corona, P., and Barbati, A. 2008. Exploring forest structural complexity
by multi-scale segmentation of VHR imagery. Remote Sensing of Environment
112:2839–2849.
Lein, J. 2012. Object-Based Analysis, Environmental Sensing: Analytical Techniques for Earth
Observation. London: Springer, pp. 259–278.
Lian, L., and Chen, J. 2011. Research on segmentation scale of multi-resources remote sensing
data based on object-oriented. Procedia Earth and Planetary Science 2:352–357.
Lillesand, T., Kiefer, R., and Chipman, J. 2008. Remote Sensing and Image Interpretation.
Hoboken, NJ: Wiley.
Ling, F., Li. X., Xiao. F., Fang. S., and Du, Y. 2012. Object-based sub-pixel mapping of
buildings incorporating the prior shape information from remotely sensed imagery. International Journal of Applied Earth Observation and Geoinformation 18:283–292.
Liu, J., Pattey, E., and Nolin, M. 2008. Object-based classification of high resolution SAR
images for within field homogeneous zone delineation. Photogrammetric Engineering &
Remote Sensing 74(9):1159–1168.
Liu, Y., Cai, W., Li, M., Hu, W., and Wang, Y. 2010. Multi-scale urban land cover extraction
based on object oriented analysis. 18th International Conference on Geoinformatics, June
18–20.
Liu, Y., Guo, Q., and Kelly, M. 2008. A framework of region-based spatial relations for nonoverlapping features and its application in object based image analysis. ISPRS Journal of
Photogrammetry & Remote Sensing 63:461–475.
Lizarazo, I., and Barros, J. 2010. Fuzzy image segmentation for urban land-cover classification.
Photogrammetric Engineering & Remote Sensing 76(2):151–162.
Lowe, S., and Guo, X. 2011. Detecting an optimal scale parameter in object-oriented
classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote
Sensing 4(4):890–895.
Mahmoudi, F., Samadzadegan, F., and Reinartz, P. 2013. Object oriented image analysis based
on multi-agent recognition system. Computers & Geosciences 54:219–230.
Mallinis, G., Koutsias, N., Tsakiri-Strati, M., and Karteris, M. 2008. Object-based classification
using Quickbird imagery for delineating forest vegetation polygons in a Mediterranean test
site. ISPRS Journal of Photogrammetry & Remote Sensing 63:237–250.
Martha, T., Kerle, N., van Westen, C., Jetten, V., and Kumar, K. 2011. Segment optimization
and data-driven thresholding for knowledge-based landslide detection by object-based
image analysis. IEEE Transactions on Geoscience and Remote Sensing 49(12):4928–4943.
Meng, X., Currit, N., Wang, L., and Yang, X. 2012. Detect residential buildings from lidar and
aerial photographs through object-oriented land use classification. Photogrammetric Engineering & Remote Sensing 78(1):35–44.
Möller, M., Lymburner, L., and Volk, M. 2007. The comparison index: A tool for assessing the
accuracy of image segmentation. International Journal of Applied Earth Observation and
Geoinformation 9(3):311–321.
Myint, S., Gober, P., Brazel, A., Grossman-Clarke, S., and Weng, Q. 2011. Per-pixel vs. objectbased classification of urban land cover extraction using high spatial resolution imagery.
Remote Sensing of Environment 115:1145–1161.
Ortiz, A., and Oliver, G. 2006. On the use of the overlapping area matrix for image
segmentation evaluation: A survey and new performance measures. Pattern Recognition
Letters 27(16):1916–1926.
210
OPTIMUM SCALE IN OBJECT-BASED IMAGE ANALYSIS
by multi-scale segmentation of VHR imagery. Remote Sensing of Environment
112:2839–2849.
Lein, J. 2012. Object-Based Analysis, Environmental Sensing: Analytical Techniques for Earth
Observation. London: Springer, pp. 259–278.
Lian, L., and Chen, J. 2011. Research on segmentation scale of multi-resources remote sensing
data based on object-oriented. Procedia Earth and Planetary Science 2:352–357.
Lillesand, T., Kiefer, R., and Chipman, J. 2008. Remote Sensing and Image Interpretation.
Hoboken, NJ: Wiley.
Ling, F., Li. X., Xiao. F., Fang. S., and Du, Y. 2012. Object-based sub-pixel mapping of
buildings incorporating the prior shape information from remotely sensed imagery. International Journal of Applied Earth Observation and Geoinformation 18:283–292.
Liu, J., Pattey, E., and Nolin, M. 2008. Object-based classification of high resolution SAR
images for within field homogeneous zone delineation. Photogrammetric Engineering &
Remote Sensing 74(9):1159–1168.
Liu, Y., Cai, W., Li, M., Hu, W., and Wang, Y. 2010. Multi-scale urban land cover extraction
based on object oriented analysis. 18th International Conference on Geoinformatics, June
18–20.
Liu, Y., Guo, Q., and Kelly, M. 2008. A framework of region-based spatial relations for nonoverlapping features and its application in object based image analysis. ISPRS Journal of
Photogrammetry & Remote Sensing 63:461–475.
Lizarazo, I., and Barros, J. 2010. Fuzzy image segmentation for urban land-cover classification.
Photogrammetric Engineering & Remote Sensing 76(2):151–162.
Lowe, S., and Guo, X. 2011. Detecting an optimal scale parameter in object-oriented
classification. IEEE Journal of Selected Topics in Applied Earth Observations and Remote
Sensing 4(4):890–895.
Mahmoudi, F., Samadzadegan, F., and Reinartz, P. 2013. Object oriented image analysis based
on multi-agent recognition system. Computers & Geosciences 54:219–230.
Mallinis, G., Koutsias, N., Tsakiri-Strati, M., and Karteris, M. 2008. Object-based classification
using Quickbird imagery for delineating forest vegetation polygons in a Mediterranean test
site. ISPRS Journal of Photogrammetry & Remote Sensing 63:237–250.
Martha, T., Kerle, N., van Westen, C., Jetten, V., and Kumar, K. 2011. Segment optimization
and data-driven thresholding for knowledge-based landslide detection by object-based
image analysis. IEEE Transactions on Geoscience and Remote Sensing 49(12):4928–4943.
Meng, X., Currit, N., Wang, L., and Yang, X. 2012. Detect residential buildings from lidar and
aerial photographs through object-oriented land use classification. Photogrammetric Engineering & Remote Sensing 78(1):35–44.
Möller, M., Lymburner, L., and Volk, M. 2007. The comparison index: A tool for assessing the
accuracy of image segmentation. International Journal of Applied Earth Observation and
Geoinformation 9(3):311–321.
Myint, S., Gober, P., Brazel, A., Grossman-Clarke, S., and Weng, Q. 2011. Per-pixel vs. objectbased classification of urban land cover extraction using high spatial resolution imagery.
Remote Sensing of Environment 115:1145–1161.
Ortiz, A., and Oliver, G. 2006. On the use of the overlapping area matrix for image
segmentation evaluation: A survey and new performance measures. Pattern Recognition
Letters 27(16):1916–1926.
210
OPTIMUM SCALE IN OBJECT-BASED IMAGE ANALYSIS