Synthetic-aperture-radar image processing device and image processing method
The synthetic aperture radar image processing device includes time-series analysis unit which extracts persistent scatterers from time-series observation data for the observation direction for an observation area observed from multiple observation directions by a radar, and calculating displacement speeds of the extracted persistent scatterers, clustering unit which generates reflection point clusters by clustering extracted persistent scatterers based on their phase and position, distance calculation unit which calculates a distance between each of the persistent scatterers included in the reflection point clusters and each structure included in the observation area, representative value calculation unit which calculates each representative value for the distance between each persistent scatterer and each structure, for each reflection point cluster, and corresponding structure determination unit which associates the structure corresponding to the smallest representative value with the persistent scatterer, for each reflection point cluster.
1. A synthetic aperture radar image processing device comprising:
a time-series analysis unit which extracts persistent scatterers from time-series observation data for the observation direction for an observation area observed from multiple observation directions by a radar, and calculating displacement speeds of the extracted persistent scatterers,
a clustering unit which generates reflection point clusters by clustering extracted persistent scatterers based on their phase and position,
a distance calculation unit which calculates a distance between each of the persistent scatterers included in the reflection point clusters and each structure included in the observation area,
a representative value calculation unit which calculates each representative value for the distance between each persistent scatterer and each structure, for each reflection point cluster, and
a corresponding structure determination unit which associates the structure corresponding to the smallest representative value with the persistent scatterer, for each reflection point cluster.
2. The synthetic aperture radar image processing device according to claim 1 , further comprising:
an indicator calculation unit which calculates an indicator value of an indicator representing variation of the distance between each persistent scatterer and each structure, and
a structure type determination unit which determines a type of structure according to degree of variation indicated by the indicator value,
wherein the representative value calculation unit calculates the representative value of the distance between each persistent scatterer and each structure for the determined type of structure.
3. The synthetic aperture radar image processing device according to claim 1 , further comprising:
an indicator selection unit which calculates an indicator value representing variation of the distance between each persistent scatterer and each structure for each of the plurality of indicators, and for selecting an indicator from the plurality of indicators based on a calculation result, and
a structure type determination unit which determines a type of structure according to degree of variation indicated by the indicator value of the selected indicator,
wherein the representative value calculation unit calculates the representative value of the distance between each persistent scatterer and each structure for the determined type of structure.
4. The synthetic aperture radar image processing device according to claim 2 or 3 , claim 2 , wherein
the structure type determination unit performs clustering a set of minimum indicator values, associates the reflection point cluster belonging to a class with the smallest indicator value with a road structure, associates the reflection point cluster belonging to a class with the largest indicator value with a grassland or ground, and associates the reflection point cluster belonging to other classes with building structures.
5. The synthetic aperture radar image processing device according to claim 1 wherein
the representative value calculation unit uses an average value as the representative value.
6. A synthetic aperture radar image processing method comprising:
extracting persistent scatterers from time-series observation data for the observation direction for an observation area observed from multiple observation directions by a radar, and calculating displacement speeds of the extracted persistent scatterers,
generating reflection point clusters by clustering extracted persistent scatterers based on their phase and position,
calculating the distances between each of the persistent scatterers included in the reflection point clusters and structures included in the observation area,
calculating a distance between each of the persistent scatterers included in the reflection point clusters and each structure included in the observation area,
calculating each representative value for the distance between each persistent scatterer and each structure, for each reflection point cluster, and
associating the structure corresponding to the smallest representative value with the persistent scatterer, for each reflection point cluster.
7. The synthetic aperture radar image processing method according to claim 6 , further comprising:
calculating an indicator value of an indicator representing variation of the distance between each persistent scatterer and each structure, and
calculating degree of variation of the distance between each persistent scatterer and each structure using the indicator value and determining a type of structure based on a calculation result,
wherein when calculating the representative value, the representative value of the distance between each persistent scatterer and each structure for the determined type of structure is calculated.
8. The synthetic aperture radar image processing method according to claim 6 , further comprising:
calculating an indicator value representing variation of the distance between each persistent scatterer and each structure for each of the plurality of indicators and selecting an indicator from the plurality of indicators based on a calculation result, and
determining a type of structure according to degree of variation indicated by the indicator value of the selected indicator,
wherein when calculating the representative value, the representative value of the distance between each persistent scatterer and each structure for the determined type of structure is calculated.
9. A non-transitory computer readable recording medium storing a synthetic aperture radar image processing program which, when executed by a processor, performs:
extracting persistent scatterers from time-series observation data for the observation direction for an observation area observed from multiple observation directions by a radar, and calculating displacement speeds of the extracted persistent scatterers,
generating reflection point clusters by clustering extracted persistent scatterers based on their phase and position,
calculating the distances between each of the persistent scatterers included in the reflection point clusters and structures included in the observation area,
calculating a distance between each of the persistent scatterers included in the reflection point clusters and each structure included in the observation area,
calculating each representative value for the distance between each persistent scatterer and each structure, for each reflection point cluster, and
associating the structure corresponding to the smallest representative value with the persistent scatterer, for each reflection point cluster.
10. The non-transitory computer readable recording medium storing the synthetic aperture radar image processing program according to claim 9 , which, when executed by the processor, further performs:
calculating an indicator value of an indicator representing variation of the distance between each persistent scatterer and each structure, and
calculating degree of variation of the distance between each persistent scatterer and each structure using the indicator value and determining a type of structure based on a calculation result,
wherein when calculating the representative value, the representative value of the distance between each persistent scatterer and each structure for the determined type of structure is calculated.
11. The non-transitory computer readable recording medium storing the synthetic aperture radar image processing program according to claim 9 , which, when executed by the processor, further performs:
calculating an indicator value representing variation of the distance between each persistent scatterer and each structure for each of the plurality of indicators and selecting an indicator from the plurality of indicators based on a calculation result, and
determining a type of structure according to degree of variation indicated by the indicator value of the selected indicator,
wherein when calculating the representative value, the representative value of the distance between each persistent scatterer and each structure for the determined type of structure is calculated.
12. The synthetic aperture radar image processing device according to claim 3 , wherein
the structure type determination unit performs clustering a set of minimum indicator values, associates the reflection point cluster belonging to a class with the smallest indicator value with a road structure, associates the reflection point cluster belonging to a class with the largest indicator value with a grassland or ground, and associates the reflection point cluster belonging to other classes with building structures.
13. The synthetic aperture radar image processing device according to claim 2 , wherein
the representative value calculation unit uses an average value as the representative value.
14. The synthetic aperture radar image processing device according to claim 3 , wherein
the representative value calculation unit uses an average value as the representative value.
15. The synthetic aperture radar image processing device according to claim 4 , wherein
the representative value calculation unit uses an average value as the representative value.