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In order to preserve weaker signals, possibly belonging to deeper buried objects, without causing a strong increase in the number of false alarms, we propose a simple method for the region selection The idea is to find local maxima and analyze their neighborhoods by grouping together all the points within some window around each of them, the value of which is close to the value of that local maximum As a result, we get a blob within a window around every local maximum Note that a blob belonging to one local maximum actually can be a group of blobs, and not just one connected blob Namely, within a window around a local maximum there could be some regions with higher, and some with lower, energies than the chosen threshold (on percentage of the maximum decrease of a local maximum value) allows.



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With these points in mind, here is a look at the best free OCR software and utilities for Mac users.

You ve learned a huge amount about 3D graphics in a small space and put the essentials in place for a decent 3D engine. In this nal section, I ll speed up a bit and introduce some topics for further research.

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In Backface Culling, you saw that backface culling removes faces that point away from you, hiding what would otherwise be overlapping portions of convex objects. However, even an object as simple as the torus in Example 40-5 overlaps itself in places despite backface culling, and more complex objects are likely to have problems as well. Backface culling is still a great optimization, because guring out that a polygon is facing away takes far, far less time than drawing it to the screen, but the real solution to overlapping polygons is to sort them by their distance from the viewport. Yes, all triangle drawing may take place on a single display object, but you can change the order in which your triangles are drawn. Draw the bottommost triangles rst and the topmost triangles last to get the proper effect, just like the 2D painter s algorithm introduced in 14, Visual Programming with the Display List. Even if some triangles overlap, the topmost ones are visible. The texture coordinate t is calculated during projectVectors() and stores the distance to the vertex post-projection. So you can reuse this value to sort the list of triangles. In Example 40-6, you add z-sorting to the faces of the donut and rotate it to see that no two faces overlap. The changes are in bold. EXAMPLE 40-6

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package { import flash.display.*; import flash.events.Event; import flash.geom.*; import flash.net.URLRequest; import flash.system.LoaderContext; [SWF(backgroundColor="#B0E1E3")] public class ch40ex6 extends Sprite { protected var viewMatrix:Matrix3D; protected var modelMatrix:Matrix3D; protected var model:Torus3D; protected var texture:BitmapData; protected var projectedPoints:Vector.<Number> = new Vector.<Number>(); public function ch40ex6() { stage.quality = StageQuality.LOW; this.x = stage.stageWidth/2; this.y = stage.stageHeight/2; var perspective:PerspectiveProjection = new PerspectiveProjection(); perspective.fieldOfView = 80; perspective.projectionCenter = new Point(0, 0); viewMatrix = new Matrix3D(); viewMatrix.appendTranslation(0, 7, 12); viewMatrix.appendRotation(40, Vector3D.X_AXIS); viewMatrix.append(perspective.toMatrix3D()); modelMatrix = new Matrix3D(); model = new Torus3D(2, 4, 20, 20); var l:Loader = new Loader();

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EXAMPLE 40-6

This means the local maxima method needs three pieces of information as input The first one is the size of the window around the local maxima within which the points are analyzed Again (see the previous section), it must be larger than the size of the largest expectable object convolved with the GPR antenna opening and smaller than the minimum expectable distance between two objects in a lane If this interval does not exist, mistakes can hardly be avoided either an object that is too large could be detected twice, or a few closely placed objects could be detected as a single object A way to deal with this problem is mentioned in Section 7 A second input is the minimum value of local maxima that should still be detected (thr1 ) Obviously, this value affects the number of detected regions.

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