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BoofCV is an open source Java library for real-time computer vision and robotics applications.
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/*
* Copyright (c) 2022, Peter Abeles. All Rights Reserved.
*
* This file is part of BoofCV (http://boofcv.org).
*
* Licensed under the Apache License, Version 2.0 (the "License");
* you may not use this file except in compliance with the License.
* You may obtain a copy of the License at
*
* http://www.apache.org/licenses/LICENSE-2.0
*
* Unless required by applicable law or agreed to in writing, software
* distributed under the License is distributed on an "AS IS" BASIS,
* WITHOUT WARRANTIES OR CONDITIONS OF ANY KIND, either express or implied.
* See the License for the specific language governing permissions and
* limitations under the License.
*/
package boofcv.alg.geo.pose;
import boofcv.alg.geo.DistanceFromModelMultiView;
import boofcv.alg.geo.NormalizedToPinholePixelError;
import boofcv.struct.calib.CameraPinhole;
import boofcv.struct.calib.StereoParameters;
import boofcv.struct.sfm.Stereo2D3D;
import georegression.struct.point.Point2D_F64;
import georegression.struct.point.Point3D_F64;
import georegression.struct.se.Se3_F64;
import georegression.transform.se.SePointOps_F64;
import java.util.List;
/**
*
* Computes sum of reprojection error squared in pixels for a pair of stereo observations. If the point
* is behind either the left or right camera and can't be viewed then Double.MAX_VALUE is returned.
*
* error = dx0^2 + dy0^2 + dx1^2 + dy1^2
*
* where dx0 = residual along x-axis in image 0
*
*
* @author Peter Abeles
*/
@SuppressWarnings({"NullAway.Init"})
public class PnPStereoDistanceReprojectionSq implements DistanceFromModelMultiView {
// transform from world to left camera. Model being tested.
private Se3_F64 worldToLeft;
// storage for point in camera frame
private final Point3D_F64 X = new Point3D_F64();
// transform from left to right camera. Assumed to be known.
private Se3_F64 leftToRight = new Se3_F64();
// computes the error in units of pixels. Assumed to be known
private NormalizedToPinholePixelError leftPixelError = new NormalizedToPinholePixelError();
private NormalizedToPinholePixelError rightPixelError = new NormalizedToPinholePixelError();
public PnPStereoDistanceReprojectionSq( NormalizedToPinholePixelError leftPixelError,
NormalizedToPinholePixelError rightPixelError,
Se3_F64 leftToRight ) {
this.leftPixelError = leftPixelError;
this.rightPixelError = rightPixelError;
this.leftToRight = leftToRight;
}
public PnPStereoDistanceReprojectionSq() {}
public void setLeftToRight( Se3_F64 leftToRight ) {
this.leftToRight.setTo(leftToRight);
}
@Override
public void setModel( Se3_F64 worldToLeft ) {
this.worldToLeft = worldToLeft;
}
@Override
public double distance( Stereo2D3D pt ) {
// Compute error in left camera first.
// Project observation into the image plane
SePointOps_F64.transform(worldToLeft, pt.location, X);
// very large error if behind the camera
if (X.z <= 0)
return Double.MAX_VALUE;
Point2D_F64 p = pt.leftObs;
double errorLeft = leftPixelError.errorSq(X.x/X.z, X.y/X.z, p.x, p.y);
// point from left camera to right camera reference frame
SePointOps_F64.transform(leftToRight, X, X);
// now the right error
if (X.z <= 0)
return Double.MAX_VALUE;
p = pt.rightObs;
double errorRight = rightPixelError.errorSq(X.x/X.z, X.y/X.z, p.x, p.y);
return errorLeft + errorRight;
}
@Override
public void distances( List observations, double[] distance ) {
for (int i = 0; i < observations.size(); i++)
distance[i] = distance(observations.get(i));
}
@Override
public Class getPointType() {
return Stereo2D3D.class;
}
@Override
public Class getModelType() {
return Se3_F64.class;
}
@Override
public void setIntrinsic( int view, CameraPinhole intrinsic ) {
if (view == 0)
leftPixelError.setTo(intrinsic.fx, intrinsic.fy, intrinsic.skew);
else if (view == 1)
rightPixelError.setTo(intrinsic.fx, intrinsic.fy, intrinsic.skew);
else
throw new IllegalArgumentException("View must be 0 or 1");
}
@Override
public int getNumberOfViews() {
return 2;
}
public void setStereoParameters( StereoParameters param ) {
param.right_to_left.invert(leftToRight);
setIntrinsic(0, param.left);
setIntrinsic(1, param.right);
}
/**
* Creates a child which references the intrinsics but is otherwise decoupled
*/
public DistanceFromModelMultiView newConcurrentChild() {
return new PnPStereoDistanceReprojectionSq(leftPixelError, rightPixelError, leftToRight);
}
}
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