Next working snapshot

src/main/java/com/elphel/imagej/vegetation/VegetationModel.java

@@ -698,14 +698,26 @@ public class VegetationModel {
 		int       min_scenes =  10;
 		double    default_alpha = 0.8;
 		double    reg_weights =   0.25;        // fraction of the total weight used for regularization
-		double    alpha_loss =    1000.0; // 100.; // 10.0;         // quadratic loss when alpha reaches -1.0 or 2.0 
-		double    alpha_offset =  0.0;         // if >0,  start losses above 0.0 and below 1.0;
-		double    alpha_lpf =     2.0; // 1.5; // 5.0; // 0.5;         // pull to average of 4 neighbors
+		double    alpha_loss =    10000.0; // 1000.0; // 100.; // 10.0;         // quadratic loss when alpha reaches -1.0 or 2.0 
+		double    alpha_offset =  0.02; // 0.03;    // if >0,  start losses above 0.0 and below 1.0;
+		double    alpha_lpf =     6.0; // 3.0; // 2.0;    // 1.5; // 5.0; // 0.5;         // pull to average of 4 neighbors
+		double    terr_lpf =      0.1;    // pull terrain to average of 4 neighbors (very small)
+		double    veget_lpf =     0.1;    // pull vegetation to average of 4 neighbors (very small - maybe not needed)
+
 		double    boost_parallax = 5;
 		boolean exit_loop = debugLevel < 1000;
 		boolean next_run = false;
-		boolean read_pars = true;
-		String  parameters_path = "/media/elphel/SSD3-4GB/lwir16-proc/berdich3/debug/vegetation/lma/parameters_vector_data.tiff";
+		boolean read_pars = true; //  false; // true;
+		double      threshold_terrain = 0.05;
+		double      min_max_terrain= 0.1;
+		double      min_terrain =    0.001;
+		double      min_vegetation = 0.5;				
+
+//		String  parameters_path = "/media/elphel/SSD3-4GB/lwir16-proc/berdich3/debug/vegetation/lma/parameters_vector_data_1000-0.03.tiff";
+//		String  parameters_path = "/media/elphel/SSD3-4GB/lwir16-proc/berdich3/debug/vegetation/essential/parameters_vector_data_1000-0.03.tiff";
+		String  parameters_path = "/media/elphel/SSD3-4GB/lwir16-proc/berdich3/debug/vegetation/essential/parameters_vector_data_x143-y317-w35-h35-live_10000_0.02_3.0.tiff";
+		 
+		
 		do {
 			String par_path = (read_pars && !next_run)? parameters_path : null;
 			int num_samples = vegetationLMA.prepareLMA(
@@ -717,6 +729,8 @@ public class VegetationModel {
 					alpha_loss,    // final double             alpha_loss,         // quadratic loss when alpha reaches -1.0 or 2.0 
 					alpha_offset,  // final double             alpha_offset,         // quadratic loss when alpha reaches -1.0 or 2.0
 					alpha_lpf,     // final double             alpha_lpf,           // pull to average of 4 neighbors
+					terr_lpf,      // final double             terr_lpf,       // pull terrain to average of 4 neighbors (very small)
+					veget_lpf,     // final double             veget_lpf,      // pull vegetation to average of 4 neighbors (very small - maybe not needed)
 					boost_parallax, // final double             boost_parallax, // increase weight of scene with maximal parallax relative to the reference scene
 					par_path,       // final String             parameters_read_path, 
 					debugLevel);   // final int         debugLevel);
@@ -724,6 +738,15 @@ public class VegetationModel {
 				vegetationLMA.showYfX(
 						null, // double [] vector,
 						"reconstructed_model"); // String title)
+				vegetationLMA.showResults(
+						"terr_split",                        // String      title,
+						vegetationLMA.getParametersVector(), // double []   vector,
+						threshold_terrain, // double      threshold_terrain,
+						min_max_terrain, // double      min_max_terrain, //0.1
+						min_terrain,                         //double      min_terrain, //0.001
+						min_vegetation);                     // double      min_vegetation) { // 0.5				
+				
+				
 			}
 			next_run = true;
 			double  lambda =            5.0; // 0.1;