Hay, G. J., Castilla, G., Wulder, M. A., and Ruiz, J. R. 2005. An automated object-based
approach for the multiscale image segmentation of forest scenes. International Journal of
Applied Earth Observation and Geoinformation 7:339–359.
Hay, G. J., Dube, P., Bouchard, A., and Marceau, D. J. 2002a. A scale-space primer for exploring
and quantifying complex landscapes. Ecological Modelling 153(1–2):27–49.
Hay, G. J., and Marceau, D. J. 1998. Are image-objects the key for upscaling remotely sensed
data? Proceedings of Modelling of Complex Systems, July 12–17, New Orleans, pp. 88–92.
Hay, G. J., and Marceau, D. J. 2004. Multiscale Object-Specific Analysis (MOSA): An
integrative approach for multiscale landscape analysis. In S. M. de Jong and F. D. van der
Meer (Eds.), Remote Sensing Image Analysis: Including the Spatial Domain. Book series:
Remote Sensing and Digital Image Processing, Volume 5. Chapter 3. Dordrecht: Kluwer
Academic.
Hay, G. J., Marceau, D. J., and Bouchard, A. 2002b. Modelling multiscale landscape structure
within a hierarchical scale-space framework. International Archives of Photogrammetry
and Remote Sensing 34(4):532–536.
Hay, G. J., Marceau, D. J., Dubé, P., and Bouchard, A. 2001. A multiscale framework for landscape
analysis: Object-specific analysis and upscaling. Landscape Ecology 16(6):471–490.
Hay, G. J., and Niemann, K. O. 1994. Visualizing 3-D texture: A three dimensional structural
approach to model forest texture. Canadian Journal of Remote Sensing 20(2):90–101.
Hay, G. J., Niemann, K. O., and Goodenough, D. G. 1997. Spatial thresholds, image-objects
and upscaling: A multi-scale evaluation. Remote Sensing of Environment 62(1):1–19.
Hay, G. J., Niemann, K. O., and McLean, G. 1996. An object-specific image-texture analysis of
H-resolution forest imagery. Remote Sensing of Environment 55(2):108–122.
Holling, C. S. 1992. Cross-scale morphology, geometry, and dynamics of ecosystems.
Ecological Monographs 62(4):447–502.
Jähne, B. 1999. A multiresolution signal representation. In B. Jähne, H. Haußecker, and
P. Geißler (Eds.), Handbook on Computer Vision and Applications. Boston: Academic,
pp. 67–90.
Kay, J. 1991. A Non-equilibrium thermodynamic framework for discussing ecosystem
integrity. Environmental Management 15(4):483–495.
Kay, J. J., and Regier, H. 2000. Uncertainty, complexity, and ecological integrity: Insights from
an ecosystem approach. In P. Crabbe, A. Holland, L. Ryszkowski, and L. Westra (Eds.),
Implementing Ecological Integrity: Restoring Regional and Global Environmental and
Human Health. Dordrecht: Kluwer, NATO Science Series, Environmental Security, pp.
121–156.
Klinger, A. 1972. Patterns and search statistics. In J. Rustagi (Ed.), Optimizing Methods in
Statistics. New York: Academic Press, pp. 303–339.
Klinger, A., and Dyer, C. R. 1976. Experiments in picture representation using regular
decomposition. Comp. Graphics Image Process 5:68.
Levin, S. A. 1999. Fragile Dominions: Complexity and the Commons. Reading, MA: Perseus
Books.
Li, H., and Wu, J. 2004. Use and misuse of landscape indices. Landscape Ecology 19:389–399.
Lindeberg, T. 1993. Detecting salient blob-like image structure and their scales with a scalespace primal sketch: A method for focus of attention. International Journal of Computer
Vision 11(3):283–318.
166
VISUALIZING SCALE-DOMAIN MANIFOLDS
approach for the multiscale image segmentation of forest scenes. International Journal of
Applied Earth Observation and Geoinformation 7:339–359.
Hay, G. J., Dube, P., Bouchard, A., and Marceau, D. J. 2002a. A scale-space primer for exploring
and quantifying complex landscapes. Ecological Modelling 153(1–2):27–49.
Hay, G. J., and Marceau, D. J. 1998. Are image-objects the key for upscaling remotely sensed
data? Proceedings of Modelling of Complex Systems, July 12–17, New Orleans, pp. 88–92.
Hay, G. J., and Marceau, D. J. 2004. Multiscale Object-Specific Analysis (MOSA): An
integrative approach for multiscale landscape analysis. In S. M. de Jong and F. D. van der
Meer (Eds.), Remote Sensing Image Analysis: Including the Spatial Domain. Book series:
Remote Sensing and Digital Image Processing, Volume 5. Chapter 3. Dordrecht: Kluwer
Academic.
Hay, G. J., Marceau, D. J., and Bouchard, A. 2002b. Modelling multiscale landscape structure
within a hierarchical scale-space framework. International Archives of Photogrammetry
and Remote Sensing 34(4):532–536.
Hay, G. J., Marceau, D. J., Dubé, P., and Bouchard, A. 2001. A multiscale framework for landscape
analysis: Object-specific analysis and upscaling. Landscape Ecology 16(6):471–490.
Hay, G. J., and Niemann, K. O. 1994. Visualizing 3-D texture: A three dimensional structural
approach to model forest texture. Canadian Journal of Remote Sensing 20(2):90–101.
Hay, G. J., Niemann, K. O., and Goodenough, D. G. 1997. Spatial thresholds, image-objects
and upscaling: A multi-scale evaluation. Remote Sensing of Environment 62(1):1–19.
Hay, G. J., Niemann, K. O., and McLean, G. 1996. An object-specific image-texture analysis of
H-resolution forest imagery. Remote Sensing of Environment 55(2):108–122.
Holling, C. S. 1992. Cross-scale morphology, geometry, and dynamics of ecosystems.
Ecological Monographs 62(4):447–502.
Jähne, B. 1999. A multiresolution signal representation. In B. Jähne, H. Haußecker, and
P. Geißler (Eds.), Handbook on Computer Vision and Applications. Boston: Academic,
pp. 67–90.
Kay, J. 1991. A Non-equilibrium thermodynamic framework for discussing ecosystem
integrity. Environmental Management 15(4):483–495.
Kay, J. J., and Regier, H. 2000. Uncertainty, complexity, and ecological integrity: Insights from
an ecosystem approach. In P. Crabbe, A. Holland, L. Ryszkowski, and L. Westra (Eds.),
Implementing Ecological Integrity: Restoring Regional and Global Environmental and
Human Health. Dordrecht: Kluwer, NATO Science Series, Environmental Security, pp.
121–156.
Klinger, A. 1972. Patterns and search statistics. In J. Rustagi (Ed.), Optimizing Methods in
Statistics. New York: Academic Press, pp. 303–339.
Klinger, A., and Dyer, C. R. 1976. Experiments in picture representation using regular
decomposition. Comp. Graphics Image Process 5:68.
Levin, S. A. 1999. Fragile Dominions: Complexity and the Commons. Reading, MA: Perseus
Books.
Li, H., and Wu, J. 2004. Use and misuse of landscape indices. Landscape Ecology 19:389–399.
Lindeberg, T. 1993. Detecting salient blob-like image structure and their scales with a scalespace primal sketch: A method for focus of attention. International Journal of Computer
Vision 11(3):283–318.
166
VISUALIZING SCALE-DOMAIN MANIFOLDS