/*
 * Copyright (c) 2011-2015, 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.DistanceModelMonoPixels;
import boofcv.alg.geo.NormalizedToPixelError;
import boofcv.struct.geo.Point2D3D;
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 the reprojection error squared for a given motion and {@link boofcv.struct.geo.Point2D3D}. * If the intrinsic parameters are provided then the error will be computed in pixels. Observations are * assumed to be in normalized image coordinates.

* *
error = (x'-x)^2 + (y' - y)^2
* *

where (x,y) is the observed point location and (x',y') is the reprojected point from the 3D coordinate * and coordinate transformation.

* * @author Peter Abeles */ public class PnPDistanceReprojectionSq implements DistanceModelMonoPixels { // transform from world to camera private Se3_F64 worldToCamera; // storage for point in camera frame private Point3D_F64 X = new Point3D_F64(); // computes the error in units of pixels private NormalizedToPixelError pixelError; public PnPDistanceReprojectionSq() { this(1,1,0); } /** * Computes reprojection error in pixels when provided to camera's intrinsic calibration. * * @param fx focal length x * @param fy focal length y * @param skew pixel skew */ public PnPDistanceReprojectionSq(double fx, double fy, double skew) { setIntrinsic(fx,fy,skew); } @Override public void setIntrinsic(double fx, double fy, double skew) { pixelError = new NormalizedToPixelError(fx,fy,skew); } @Override public void setModel(Se3_F64 worldToCamera) { this.worldToCamera = worldToCamera; } @Override public double computeDistance(Point2D3D pt) { // compute point location in camera frame SePointOps_F64.transform(worldToCamera,pt.location,X); // very large error if behind the camera if( X.z <= 0 ) return Double.MAX_VALUE; Point2D_F64 p = pt.getObservation(); return pixelError.errorSq(X.x/X.z,X.y/X.z,p.x,p.y); } @Override public void computeDistance(List observations, double[] distance) { for( int i = 0; i < observations.size(); i++ ) distance[i] = computeDistance(observations.get(i)); } }

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