Add new parameters to cssrcdetect for smoothing. Implement smoothing methods in cssrcdetect.

Josh Cardenzana
1 parent ec917f94
Showing 2 changed files with 30 additions and 3 deletions
cscripts/cssrcdetect.par
cscripts/cssrcdetect.py
@@ -30,6 +30,8 @@ maxsrcs,   i, h, 20,1,1000, &quot;Maximum number of sources&quot;
 exclrad,   r, h, 0.2,,, "Exclusion radius (deg)"
 fit_pos,   b, h, yes,,, "Fit source positions?"
 fit_shape, b, h, yes,,, "Fit source shapes?"
+smoothkernel, s, a, NONE,NONE|DISK|GAUSSIAN,,"Smoothing kernel to use for smoothing the input sky map"
+smoothparam,  r, a, 0.05,,,"Smoothing kernel parameters (sigma for GAUS, radius for DISK)"
 #
 # Standard parameters
@@ -72,6 +72,8 @@ class cssrcdetect(ctools.cscript):
         self['exclrad'].real()
         self['fit_pos'].boolean()
         self['fit_shape'].boolean()
+        self['smoothkernel'].string()
+        self['smoothparam'].real()
         # Query ahead output model filename
         if self._read_ahead():
@@ -338,6 +340,26 @@ class cssrcdetect(ctools.cscript):
         return model
+    def _smooth_skymap(self, skymap):
+        """
+        Smooth the input sky map if a valid kernel was supplied
+
+        Parameters
+        ----------
+        skymap : `~gammalib.GSkyMap()`
+            Sky map
+        """
+        # Make sure the smoothing kernel is not 'NONE'
+        if self['smoothkernel'].string().upper() != 'NONE':
+            skymap.smooth(self['smoothkernel'].string(),
+                          self['smoothparam'].real())
+        else:
+            self._log_string(gammalib.NORMAL, 
+                        "Smoothing kernel is NONE, smoothing will be ignored.")
+
+        return
+
+
     def _load_skymap(self):
         """
         Load sky map
@@ -378,13 +400,16 @@ class cssrcdetect(ctools.cscript):
         # Get parameters
         self._get_parameters()
-        # Write header
-        self._log_header1(gammalib.NORMAL, 'Source detection')
-
         # If sky map is empty then load it from input parameter
         if self._map.is_empty():
             self._map = self._load_skymap()
+        # Smooth the map
+        self._smooth_skymap(self._map)
+
+        # Write header
+        self._log_header1(gammalib.NORMAL, 'Source detection')
+
         # Detect sources
         self._detect_sources(self._map)