Implements #228 adaptive MLS and smoothing channel

Could do with a lot of improvement, but moving in right direction

applications/reconstruct/src/main.cpp

@@ -31,6 +31,7 @@
 #include <ftl/net/universe.hpp>
 
 #include <ftl/filters/smoothing.hpp>
+#include <ftl/filters/colours.hpp>
 #include <ftl/cuda/normals.hpp>
 #include <ftl/registration.hpp>
 
@@ -248,6 +249,7 @@ static void run(ftl::Configurable *root) {
 
 	// Create the source depth map filters
 	auto *filters = ftl::config::create<ftl::Filters>(root, "filters");
+	filters->create<ftl::filters::ColourChannels>("colour");
 	filters->create<ftl::filters::DepthSmoother>("hfnoise");
 	filters->create<ftl::filters::MLSSmoother>("mls");
 
@@ -275,51 +277,12 @@ static void run(ftl::Configurable *root) {
 
 			UNIQUE_LOCK(scene_A.mtx, lk);
 
-			cv::cuda::GpuMat tmp;
-			/*float factor = filter->value("smooth_factor", 0.4f);
-			float colour_limit = filter->value("colour_limit", 30.0f);
-			bool do_smooth = filter->value("pre_smooth", false);
-			int iters = filter->value("iterations", 3);
-			int radius = filter->value("radius", 5);
-			float var_thesh = filter->value("variance_threshold", 0.02f);*/
-
-			//if (do_smooth) {
-				// Presmooth...
-				for (int i=0; i<scene_A.frames.size(); ++i) {
-					auto &f = scene_A.frames[i];
-					auto s = scene_A.sources[i];
-
-					// Convert colour from BGR to BGRA if needed
-					if (f.get<cv::cuda::GpuMat>(Channel::Colour).type() == CV_8UC3) {
-						//cv::cuda::Stream cvstream = cv::cuda::StreamAccessor::wrapStream(stream);
-						// Convert to 4 channel colour
-						auto &col = f.get<cv::cuda::GpuMat>(Channel::Colour);
-						tmp.create(col.size(), CV_8UC4);
-						cv::cuda::swap(col, tmp);
-						cv::cuda::cvtColor(tmp,col, cv::COLOR_BGR2BGRA, 0);
-					}
-
-					filters->filter(f, s, 0);
-
-					/*ftl::cuda::smoothing_factor(
-						f.createTexture<float>(Channel::Depth),
-						f.createTexture<float>(Channel::Depth2, ftl::rgbd::Format<float>(f.get<cv::cuda::GpuMat>(Channel::Depth).size())),
-						f.createTexture<float>(Channel::Energy, ftl::rgbd::Format<float>(f.get<cv::cuda::GpuMat>(Channel::Depth).size())),
-						//f.createTexture<uchar4>(Channel::Colour),
-						f.createTexture<float>(Channel::Smoothing, ftl::rgbd::Format<float>(f.get<cv::cuda::GpuMat>(Channel::Depth).size())),
-						var_thesh,
-						s->parameters(), 0
-					);*/
-
-					/*ftl::cuda::depth_smooth(
-						f.createTexture<float>(Channel::Depth),
-						f.createTexture<uchar4>(Channel::Colour),
-						f.createTexture<float>(Channel::Depth2, ftl::rgbd::Format<float>(f.get<cv::cuda::GpuMat>(Channel::Depth).size())),
-						s->parameters(),
-						radius, factor, colour_limit, iters, 0
-					);*/
-				}
-			//}
+			// Apply pre-filters to all frames
+			for (int i=0; i<scene_A.frames.size(); ++i) {
+				auto &f = scene_A.frames[i];
+				auto s = scene_A.sources[i];
+				filters->filter(f, s, 0);
+			}
 
 			// Send all frames to GPU, block until done?
 			//scene_A.upload(Channel::Colour + Channel::Depth);  // TODO: (Nick) Add scene stream.