Formatting only
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@ -38,12 +38,14 @@ namespace gtsam {
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/// http://loki-lib.sourceforge.net/html/a00652.html
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template<class T>
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class ExpressionNode {
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public:
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ExpressionNode(){}
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virtual ~ExpressionNode(){}
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public:
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ExpressionNode() {
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}
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virtual ~ExpressionNode() {
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}
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virtual void getKeys(std::set<Key>& keys) const = 0;
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virtual T value(const Values& values,
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boost::optional<std::map<Key, Matrix>&> = boost::none) const = 0;
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boost::optional<std::map<Key, Matrix>&> = boost::none) const = 0;
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};
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template<typename T>
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@ -51,23 +53,25 @@ class Expression;
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/// Constant Expression
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template<class T>
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class ConstantExpression : public ExpressionNode<T> {
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class ConstantExpression: public ExpressionNode<T> {
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T value_;
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public:
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public:
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typedef T type;
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/// Constructor with a value, yielding a constant
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ConstantExpression(const T& value) :
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value_(value) {
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value_(value) {
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}
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virtual ~ConstantExpression() {
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}
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virtual ~ConstantExpression(){}
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virtual void getKeys(std::set<Key>& /* keys */) const {}
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virtual void getKeys(std::set<Key>& /* keys */) const {
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}
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virtual T value(const Values& values,
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boost::optional<std::map<Key, Matrix>&> jacobians = boost::none) const {
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boost::optional<std::map<Key, Matrix>&> jacobians = boost::none) const {
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return value_;
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}
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};
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@ -75,30 +79,34 @@ class ConstantExpression : public ExpressionNode<T> {
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//-----------------------------------------------------------------------------
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/// Leaf Expression
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template<class T>
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class LeafExpression : public ExpressionNode<T> {
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class LeafExpression: public ExpressionNode<T> {
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Key key_;
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public:
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public:
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typedef T type;
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/// Constructor with a single key
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LeafExpression(Key key) :
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key_(key) {
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key_(key) {
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}
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virtual ~LeafExpression() {
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}
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virtual ~LeafExpression(){}
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virtual void getKeys(std::set<Key>& keys) const { keys.insert(key_); }
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virtual void getKeys(std::set<Key>& keys) const {
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keys.insert(key_);
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}
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virtual T value(const Values& values,
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boost::optional<std::map<Key, Matrix>&> jacobians = boost::none) const {
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boost::optional<std::map<Key, Matrix>&> jacobians = boost::none) const {
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const T& value = values.at<T>(key_);
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if( jacobians ) {
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if (jacobians) {
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std::map<Key, Matrix>::iterator it = jacobians->find(key_);
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if(it != jacobians->end()) {
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if (it != jacobians->end()) {
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it->second += Eigen::MatrixXd::Identity(value.dim(), value.dim());
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} else {
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(*jacobians)[key_] = Eigen::MatrixXd::Identity(value.dim(), value.dim());
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(*jacobians)[key_] = Eigen::MatrixXd::Identity(value.dim(),
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value.dim());
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}
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}
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return value;
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@ -109,37 +117,40 @@ class LeafExpression : public ExpressionNode<T> {
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//-----------------------------------------------------------------------------
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/// Unary Expression
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template<class T, class E>
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class UnaryExpression : public ExpressionNode<T> {
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class UnaryExpression: public ExpressionNode<T> {
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public:
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public:
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typedef T (*function)(const E&, boost::optional<Matrix&>);
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private:
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private:
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boost::shared_ptr< ExpressionNode<E> > expression_;
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boost::shared_ptr<ExpressionNode<E> > expression_;
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function f_;
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public:
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public:
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typedef T type;
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/// Constructor with a single key
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UnaryExpression(function f, const Expression<E>& expression) :
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expression_(expression.root()), f_(f) {
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expression_(expression.root()), f_(f) {
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}
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virtual ~UnaryExpression() {
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}
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virtual ~UnaryExpression(){}
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virtual void getKeys(std::set<Key>& keys) const{ expression_->getKeys(keys); }
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virtual void getKeys(std::set<Key>& keys) const {
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expression_->getKeys(keys);
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}
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virtual T value(const Values& values,
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boost::optional<std::map<Key, Matrix>&> jacobians = boost::none) const {
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boost::optional<std::map<Key, Matrix>&> jacobians = boost::none) const {
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T value;
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if(jacobians) {
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if (jacobians) {
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Eigen::MatrixXd H;
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value = f_(expression_->value(values, jacobians), H);
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std::map<Key, Matrix>::iterator it = jacobians->begin();
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for( ; it != jacobians->end(); ++it) {
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for (; it != jacobians->end(); ++it) {
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it->second = H * it->second;
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}
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} else {
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@ -154,47 +165,50 @@ class UnaryExpression : public ExpressionNode<T> {
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/// Binary Expression
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template<class T, class E1, class E2>
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class BinaryExpression : public ExpressionNode<T> {
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class BinaryExpression: public ExpressionNode<T> {
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public:
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public:
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typedef T (*function)(const E1&, const E2&,
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boost::optional<Matrix&>, boost::optional<Matrix&>);
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typedef T (*function)(const E1&, const E2&, boost::optional<Matrix&>,
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boost::optional<Matrix&>);
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private:
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private:
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boost::shared_ptr< ExpressionNode<E1> > expression1_;
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boost::shared_ptr< ExpressionNode<E2> > expression2_;
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boost::shared_ptr<ExpressionNode<E1> > expression1_;
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boost::shared_ptr<ExpressionNode<E2> > expression2_;
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function f_;
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public:
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public:
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typedef T type;
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/// Constructor with a single key
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BinaryExpression(function f, const Expression<E1>& expression1, const Expression<E2>& expression2) :
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expression1_(expression1.root()), expression2_(expression2.root()), f_(f) {
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BinaryExpression(function f, const Expression<E1>& expression1,
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const Expression<E2>& expression2) :
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expression1_(expression1.root()), expression2_(expression2.root()), f_(f) {
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}
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virtual ~BinaryExpression() {
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}
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virtual ~BinaryExpression(){}
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virtual void getKeys(std::set<Key>& keys) const{
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virtual void getKeys(std::set<Key>& keys) const {
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expression1_->getKeys(keys);
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expression2_->getKeys(keys);
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}
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virtual T value(const Values& values,
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boost::optional<std::map<Key, Matrix>&> jacobians = boost::none) const {
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boost::optional<std::map<Key, Matrix>&> jacobians = boost::none) const {
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T val;
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if(jacobians) {
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if (jacobians) {
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std::map<Key, Matrix> terms1;
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std::map<Key, Matrix> terms2;
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Matrix H1, H2;
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val = f_(expression1_->value(values, terms1), expression2_->value(values, terms2), H1, H2);
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val = f_(expression1_->value(values, terms1),
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expression2_->value(values, terms2), H1, H2);
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// TODO: both Jacobians and terms are sorted. There must be a simple
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// but fast algorithm that does this.
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typedef std::pair<Key, Matrix> Pair;
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BOOST_FOREACH(const Pair& term, terms1) {
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std::map<Key, Matrix>::iterator it = jacobians->find(term.first);
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if(it != jacobians->end()) {
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if (it != jacobians->end()) {
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it->second += H1 * term.second;
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} else {
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(*jacobians)[term.first] = H1 * term.second;
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@ -202,7 +216,7 @@ class BinaryExpression : public ExpressionNode<T> {
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}
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BOOST_FOREACH(const Pair& term, terms2) {
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std::map<Key, Matrix>::iterator it = jacobians->find(term.first);
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if(it != jacobians->end()) {
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if (it != jacobians->end()) {
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it->second += H2 * term.second;
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} else {
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(*jacobians)[term.first] = H2 * term.second;
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@ -210,7 +224,7 @@ class BinaryExpression : public ExpressionNode<T> {
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}
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} else {
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val = f_(expression1_->value(values), expression2_->value(values),
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boost::none, boost::none);
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boost::none, boost::none);
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}
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return val;
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}
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@ -219,42 +233,46 @@ class BinaryExpression : public ExpressionNode<T> {
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template<typename T>
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class Expression {
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public:
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public:
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// Initialize a constant expression
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Expression(const T& value) :
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root_(new ConstantExpression<T>(value)){ }
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root_(new ConstantExpression<T>(value)) {
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}
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// Initialize a leaf expression
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Expression(const Key& key) :
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root_(new LeafExpression<T>(key)) {}
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root_(new LeafExpression<T>(key)) {
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}
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/// Initialize a unary expression
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template<typename E>
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Expression(typename UnaryExpression<T,E>::function f,
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const Expression<E>& expression) {
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Expression(typename UnaryExpression<T, E>::function f,
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const Expression<E>& expression) {
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// TODO Assert that root of expression is not null.
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root_.reset(new UnaryExpression<T,E>(f, expression));
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root_.reset(new UnaryExpression<T, E>(f, expression));
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}
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/// Initialize a binary expression
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template<typename E1, typename E2>
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Expression(typename BinaryExpression<T,E1,E2>::function f,
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const Expression<E1>& expression1,
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const Expression<E2>& expression2) {
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Expression(typename BinaryExpression<T, E1, E2>::function f,
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const Expression<E1>& expression1, const Expression<E2>& expression2) {
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// TODO Assert that root of expressions 1 and 2 are not null.
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root_.reset(new BinaryExpression<T,E1,E2>(f, expression1,
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expression2));
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root_.reset(new BinaryExpression<T, E1, E2>(f, expression1, expression2));
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}
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void getKeys(std::set<Key>& keys) const { root_->getKeys(keys); }
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void getKeys(std::set<Key>& keys) const {
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root_->getKeys(keys);
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}
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T value(const Values& values,
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boost::optional<std::map<Key, Matrix>&> jacobians = boost::none) const {
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boost::optional<std::map<Key, Matrix>&> jacobians = boost::none) const {
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return root_->value(values, jacobians);
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}
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const boost::shared_ptr<ExpressionNode<T> >& root() const{ return root_; }
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private:
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const boost::shared_ptr<ExpressionNode<T> >& root() const {
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return root_;
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}
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private:
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boost::shared_ptr<ExpressionNode<T> > root_;
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};
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//-----------------------------------------------------------------------------
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return value.localCoordinates(measurement_);
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}
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public:
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public:
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/// Constructor
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BADFactor(const T& measurement, const Expression<T>& expression) :
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measurement_(measurement), expression_(expression) {
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measurement_(measurement), expression_(expression) {
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}
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/// Constructor
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BADFactor(const T& measurement, const ExpressionNode<T>& expression) :
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measurement_(measurement), expression_(expression) {
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measurement_(measurement), expression_(expression) {
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}
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/**
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* Calculate the error of the factor.
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@ -330,7 +348,7 @@ using namespace gtsam;
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/* ************************************************************************* */
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Point3 transformTo(const Pose3& x, const Point3& p,
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boost::optional<Matrix&> Dpose, boost::optional<Matrix&> Dpoint) {
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boost::optional<Matrix&> Dpose, boost::optional<Matrix&> Dpoint) {
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return x.transform_to(p, Dpose, Dpoint);
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}
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@ -340,7 +358,7 @@ Point2 project(const Point3& p, boost::optional<Matrix&> Dpoint) {
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template<class CAL>
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Point2 uncalibrate(const CAL& K, const Point2& p, boost::optional<Matrix&> Dcal,
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boost::optional<Matrix&> Dp) {
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boost::optional<Matrix&> Dp) {
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return K.uncalibrate(p, Dcal, Dp);
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}
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