001// Copyright (c) FIRST and other WPILib contributors.
002// Open Source Software; you can modify and/or share it under the terms of
003// the WPILib BSD license file in the root directory of this project.
004
005package edu.wpi.first.apriltag;
006
007import edu.wpi.first.apriltag.jni.AprilTagJNI;
008import edu.wpi.first.math.geometry.Transform3d;
009
010/** Pose estimators for AprilTag tags. */
011public class AprilTagPoseEstimator {
012  /** Configuration for the pose estimator. */
013  @SuppressWarnings("MemberName")
014  public static class Config {
015    /**
016     * Creates a pose estimator configuration.
017     *
018     * @param tagSize tag size, in meters
019     * @param fx camera horizontal focal length, in pixels
020     * @param fy camera vertical focal length, in pixels
021     * @param cx camera horizontal focal center, in pixels
022     * @param cy camera vertical focal center, in pixels
023     */
024    public Config(double tagSize, double fx, double fy, double cx, double cy) {
025      this.tagSize = tagSize;
026      this.fx = fx;
027      this.fy = fy;
028      this.cx = cx;
029      this.cy = cy;
030    }
031
032    /** Tag size, in meters. */
033    public double tagSize;
034
035    /** Camera horizontal focal length, in pixels. */
036    public double fx;
037
038    /** Camera vertical focal length, in pixels. */
039    public double fy;
040
041    /** Camera horizontal focal center, in pixels. */
042    public double cx;
043
044    /** Camera vertical focal center, in pixels. */
045    public double cy;
046
047    @Override
048    public int hashCode() {
049      return Double.hashCode(tagSize)
050          + Double.hashCode(fx)
051          + Double.hashCode(fy)
052          + Double.hashCode(cx)
053          + Double.hashCode(cy);
054    }
055
056    @Override
057    public boolean equals(Object obj) {
058      if (!(obj instanceof Config)) {
059        return false;
060      }
061
062      Config other = (Config) obj;
063      return tagSize == other.tagSize
064          && fx == other.fx
065          && fy == other.fy
066          && cx == other.cx
067          && cy == other.cy;
068    }
069  }
070
071  /**
072   * Creates estimator.
073   *
074   * @param config Configuration
075   */
076  public AprilTagPoseEstimator(Config config) {
077    m_config = new Config(config.tagSize, config.fx, config.fy, config.cx, config.cy);
078  }
079
080  /**
081   * Sets estimator configuration.
082   *
083   * @param config Configuration
084   */
085  public void setConfig(Config config) {
086    m_config.tagSize = config.tagSize;
087    m_config.fx = config.fx;
088    m_config.fy = config.fy;
089    m_config.cx = config.cx;
090    m_config.cy = config.cy;
091  }
092
093  /**
094   * Gets estimator configuration.
095   *
096   * @return Configuration
097   */
098  public Config getConfig() {
099    return new Config(m_config.tagSize, m_config.fx, m_config.fy, m_config.cx, m_config.cy);
100  }
101
102  /**
103   * Estimates the pose of the tag using the homography method described in [1].
104   *
105   * @param detection Tag detection
106   * @return Pose estimate
107   */
108  public Transform3d estimateHomography(AprilTagDetection detection) {
109    return estimateHomography(detection.getHomography());
110  }
111
112  /**
113   * Estimates the pose of the tag using the homography method described in [1].
114   *
115   * @param homography Homography 3x3 matrix data
116   * @return Pose estimate
117   */
118  public Transform3d estimateHomography(double[] homography) {
119    return AprilTagJNI.estimatePoseHomography(
120        homography, m_config.tagSize, m_config.fx, m_config.fy, m_config.cx, m_config.cy);
121  }
122
123  /**
124   * Estimates the pose of the tag. This returns one or two possible poses for the tag, along with
125   * the object-space error of each.
126   *
127   * <p>This uses the homography method described in [1] for the initial estimate. Then Orthogonal
128   * Iteration [2] is used to refine this estimate. Then [3] is used to find a potential second
129   * local minima and Orthogonal Iteration is used to refine this second estimate.
130   *
131   * <p>[1]: E. Olson, “Apriltag: A robust and flexible visual fiducial system,” in 2011 IEEE
132   * International Conference on Robotics and Automation, May 2011, pp. 3400–3407.
133   *
134   * <p>[2]: Lu, G. D. Hager and E. Mjolsness, "Fast and globally convergent pose estimation from
135   * video images," in IEEE Transactions on Pattern Analysis and Machine Intelligence, vol. 22, no.
136   * 6, pp. 610-622, June 2000. doi: 10.1109/34.862199
137   *
138   * <p>[3]: Schweighofer and A. Pinz, "Robust Pose Estimation from a Planar Target," in IEEE
139   * Transactions on Pattern Analysis and Machine Intelligence, vol. 28, no. 12, pp. 2024-2030, Dec.
140   * 2006. doi: 10.1109/TPAMI.2006.252
141   *
142   * @param detection Tag detection
143   * @param nIters Number of iterations
144   * @return Initial and (possibly) second pose estimates
145   */
146  public AprilTagPoseEstimate estimateOrthogonalIteration(AprilTagDetection detection, int nIters) {
147    return estimateOrthogonalIteration(detection.getHomography(), detection.getCorners(), nIters);
148  }
149
150  /**
151   * Estimates the pose of the tag. This returns one or two possible poses for the tag, along with
152   * the object-space error of each.
153   *
154   * @param homography Homography 3x3 matrix data
155   * @param corners Corner point array (X and Y for each corner in order)
156   * @param nIters Number of iterations
157   * @return Initial and (possibly) second pose estimates
158   */
159  public AprilTagPoseEstimate estimateOrthogonalIteration(
160      double[] homography, double[] corners, int nIters) {
161    return AprilTagJNI.estimatePoseOrthogonalIteration(
162        homography,
163        corners,
164        m_config.tagSize,
165        m_config.fx,
166        m_config.fy,
167        m_config.cx,
168        m_config.cy,
169        nIters);
170  }
171
172  /**
173   * Estimates tag pose. This method is an easier to use interface to
174   * EstimatePoseOrthogonalIteration(), running 50 iterations and returning the pose with the lower
175   * object-space error.
176   *
177   * @param detection Tag detection
178   * @return Pose estimate
179   */
180  public Transform3d estimate(AprilTagDetection detection) {
181    return estimate(detection.getHomography(), detection.getCorners());
182  }
183
184  /**
185   * Estimates tag pose. This method is an easier to use interface to
186   * EstimatePoseOrthogonalIteration(), running 50 iterations and returning the pose with the lower
187   * object-space error.
188   *
189   * @param homography Homography 3x3 matrix data
190   * @param corners Corner point array (X and Y for each corner in order)
191   * @return Pose estimate
192   */
193  public Transform3d estimate(double[] homography, double[] corners) {
194    return AprilTagJNI.estimatePose(
195        homography, corners, m_config.tagSize, m_config.fx, m_config.fy, m_config.cx, m_config.cy);
196  }
197
198  private final Config m_config;
199}