Identification of Martian Polygonal Patterns Using the Dynamics of Watershed Contours

This paper presents a methodology to automatically identify polygonal patterns on the surface of Mars. These structures, which are typical of periglacial regions, result from climate oscillations and present a wide variation in size, shape and topology and occur in different types of terrains with rather different constituents and spectral reflectances. The proposed approach is mainly based on the analysis of the dynamics of watershed contours and is successfully applied to a set of different types of patterned terrains of Mars shown by MGS/MOC images.

[1]  S. V. Gasselt,et al.  Seasonal variations of polygonal thermal contraction crack patterns in a south polar trough, Mars , 2005 .

[2]  Pierre Moreels,et al.  Watershed identification of polygonal patterns in noisy SAR images , 2003, IEEE Trans. Image Process..

[3]  Serge Beucher,et al.  Use of watersheds in contour detection , 1979 .

[4]  J. Kargel Mars--A Warmer, Wetter Planet , 2004 .

[5]  Pierre Soille,et al.  Morphological Image Analysis: Principles and Applications , 2003 .

[6]  Luc Vincent,et al.  Watersheds in Digital Spaces: An Efficient Algorithm Based on Immersion Simulations , 1991, IEEE Trans. Pattern Anal. Mach. Intell..

[7]  D. Buczkowski,et al.  Topography within circular grabens: Implications for polygon origin, Utopia Planitia, Mars , 2002 .

[8]  Laurent Najman,et al.  Geodesic Saliency of Watershed Contours and Hierarchical Segmentation , 1996, IEEE Trans. Pattern Anal. Mach. Intell..

[9]  S. Maurice,et al.  Spatial relationships between patterned ground and ground ice detected by the Neutron Spectrometer on Mars , 2004 .

[10]  J. Head,et al.  Characteristics and origin of polygonal terrain in southern Utopia Planitia, Mars: Results from Mars Orbiter Laser Altimeter and Mars Orbiter Camera data , 2000 .

[11]  Pierre Moreels,et al.  Characterization and formation of polygonal fractures on Venus , 2002 .

[12]  M. Malin,et al.  Mars Global Surveyor Mars Orbiter Camera: Interplanetary cruise through primary mission , 2001 .

[13]  W. Markiewicz,et al.  Martian seasonal CO2 ice in polygonal troughs in southern polar region: role of the distribution of subsurface H2O Ice , 2002 .

[14]  M. Malin,et al.  Evidence for recent groundwater seepage and surface runoff on Mars. , 2000, Science.

[15]  Pierre Soille,et al.  Morphological Image Analysis , 1999 .

[16]  L. Joshua Leon,et al.  Watershed-Based Segmentation and Region Merging , 2000, Comput. Vis. Image Underst..

[17]  J. Kargel,et al.  Small‐scale Martian polygonal terrain: Implications for liquid surface water , 2001 .

[18]  Philippe Salembier,et al.  Flat zones filtering, connected operators, and filters by reconstruction , 1995, IEEE Trans. Image Process..