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stim/visualization/cylinder.h 21.4 KB
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  #ifndef STIM_CYLINDER_H
  #define STIM_CYLINDER_H
  #include <iostream>
  #include <stim/math/circle.h>
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  #include <stim/biomodels/centerline.h>
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  #include <stim/visualization/obj.h>
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  namespace stim
  {
  template<typename T>
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  class cylinder : public centerline<T> {
  protected:
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  	using stim::centerline<T>::d;
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  	std::vector< stim::vec3<T> > U;					//stores the array of U vectors defining the Frenet frame
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  	std::vector< T > R;				//stores a list of magnitudes for each point in the centerline (assuming mags[0] is the radius)
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  	using stim::centerline<T>::findIdx;
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  	//calculates the U values for each point to initialize the frenet frame
  	//	this function assumes that the centerline has already been set
  	void init() {
  		U.resize(size());								//allocate space for the frenet frame vectors
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  		R.resize(size());
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  		stim::circle<T> c;								//create a circle
  		stim::vec3<T> d0, d1;
  		for (size_t i = 0; i < size() - 1; i++) {		//for each line segment in the centerline
  			c.rotate(d(i));								//rotate the circle to match that normal
  			U[i] = c.U;									//save the U vector from the circle
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  		}
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  		U[size() - 1] = c.U;							//for the last point, duplicate the final frenet frame vector
  	}
  
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  public:
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  	using stim::centerline<T>::size;
  	using stim::centerline<T>::at;
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  	using stim::centerline<T>::L;
  	using stim::centerline<T>::length;
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  	cylinder() : centerline<T>(){}
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  	cylinder(centerline<T>c) : centerline<T>(c) {
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  		init();
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  	}
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  	//cylinder(centerline<T>c, T r) : centerline(c) {
  	//	init();
  	//	//add_mag(r);
  	//}
  
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  	//initialize a cylinder with a list of points and magnitude values
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  	//cylinder(centerline<T>c, std::vector<T> r) : centerline(c){
  	//	init();
  	//	//add_mag(r);
  	//}
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  	//copy the original radius
  	void copy_r(std::vector<T> radius) {
  		for (unsigned i = 0; i < radius.size(); i++)
  			R[i] = radius[i];
  	}
  
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  	///Returns magnitude i at the given length into the fiber (based on the pvalue).
  	///Interpolates the position along the line.
  	///@param l: the location of the in the cylinder.
  	///@param idx: integer location of the point closest to l but prior to it.
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  	T r(T l, int idx) {
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  		T a = (l - L[idx]) / (L[idx + 1] - L[idx]);
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  		T v2 = (R[idx] + (R[idx + 1] - R[idx])*a);
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  		return v2;
  	}
  
  	///Returns the ith magnitude at the given p-value (p value ranges from 0 to 1).
  	///interpolates the radius along the line.
  	///@param pvalue: the location of the in the cylinder, from 0 (beginning to 1).
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  	T rl(T pvalue) {
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  		if (pvalue <= 0.0) return R[0];
  		if (pvalue >= 1.0) return R[size() - 1];
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  		T l = pvalue*L[L.size() - 1];
  		int idx = findIdx(l);
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  		return r(l, idx);
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  	}
  
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  	///	Returns the magnitude at the given index
  	///	@param i is the index of the desired point
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  	/// @param r is the index of the magnitude value
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  	T r(unsigned i) {
  		return R[i];
  	}
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  	///adds a magnitude to each point in the cylinder
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  	/*void add_mag(V val = 0) {
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  		if (M.size() == 0) M.resize(size());	//if the magnitude vector isn't initialized, resize it to match the centerline
  		for (size_t i = 0; i < size(); i++)		//for each point
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  			R[i].push_back(val);				//add this value to the magnitude vector at each point
  	}*/
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  	//adds a magnitude based on a list of magnitudes for each point
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  	/*void add_mag(std::vector<T> val) {
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  		if (M.size() == 0) M.resize(size());	//if the magnitude vector isn't initialized, resize it to match the centerline
  		for (size_t i = 0; i < size(); i++)		//for each point
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  			R[i].push_back(val[i]);				//add this value to the magnitude vector at each point
  	}*/
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  	//sets the value of magnitude m at point i
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  	void set_r(size_t i, T r) {
  		R[i] = r;
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  	}
  
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  	/*size_t nmags() {
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  		if (M.size() == 0) return 0;
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  		else return R[0].size();
  	}*/
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  	///Returns a circle representing the cylinder cross section at point i
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  	stim::circle<T> circ(size_t i) {
  		return stim::circle<T>(at(i), R[i], d(i), U[i]);
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  	}
  
  	///Returns an OBJ object representing the cylinder with a radial tesselation value of N using magnitude m
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  	stim::obj<T> OBJ(size_t N) {
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  		stim::obj<T> out;								//create an OBJ object
  		stim::circle<T> c0, c1;
  		std::vector< stim::vec3<T> > p0, p1;			//allocate space for the point sets representing the circles bounding each cylinder segment
  		T u0, u1, v0, v1;											//allocate variables to store running texture coordinates
  		for (size_t i = 1; i < size(); i++) {			//for each line segment in the cylinder
  			c0 = circ(i - 1);							//get the two circles bounding the line segment
  			c1 = circ(i);
  
  			p0 = c0.points(N);							//get t points for each of the end caps
  			p1 = c1.points(N);
  
  			u0 = L[i - 1] / length();						//calculate the texture coordinate (u, v) where u runs along the cylinder length
  			u1 = L[i] / length();
  				
  			for (size_t n = 1; n < N; n++) {				//for each point in the circle
  				v0 = (double)(n-1) / (double)(N - 1);			//v texture coordinate runs around the cylinder
  				v1 = (double)(n) / (double)(N - 1);
  				out.Begin(OBJ_FACE);						//start a face (quad)
  					out.TexCoord(u0, v0);
  					out.Vertex(p0[n - 1][0], p0[n - 1][1], p0[n - 1][2]);	//output the points composing a strip of quads wrapping the cylinder segment
  					out.TexCoord(u1, v0);
  					out.Vertex(p1[n - 1][0], p1[n - 1][1], p1[n - 1][2]);
  				
  					out.TexCoord(u0, v1);
  					out.Vertex(p1[n][0], p1[n][1], p1[n][2]);
  					out.TexCoord(u1, v1);
  					out.Vertex(p0[n][0], p0[n][1], p0[n][2]);
  				out.End();
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  			}
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  			v0 = (double)(N - 2) / (double)(N - 1);			//v texture coordinate runs around the cylinder
  			v1 = 1.0;
  			out.Begin(OBJ_FACE);
  				out.TexCoord(u0, v0);
  				out.Vertex(p0[N - 1][0], p0[N - 1][1], p0[N - 1][2]);	//output the points composing a strip of quads wrapping the cylinder segment
  				out.TexCoord(u1, v0);
  				out.Vertex(p1[N - 1][0], p1[N - 1][1], p1[N - 1][2]);
  
  				out.TexCoord(u0, v1);
  				out.Vertex(p1[0][0], p1[0][1], p1[0][2]);
  				out.TexCoord(u1, v1);
  				out.Vertex(p0[0][0], p0[0][1], p0[0][2]);
  			out.End();
  		}
  		return out;
  	}
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  	std::string str() {
  		std::stringstream ss;
  		size_t N = std::vector< stim::vec3<T> >::size();
  		ss << "---------[" << N << "]---------" << std::endl;
  		for (size_t i = 0; i < N; i++)
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  			ss << std::vector< stim::vec3<T> >::at(i) << "   r = " << R[i] << "   u = " << U[i] << std::endl;
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  		ss << "--------------------" << std::endl;
  
  		return ss.str();
  	}
  
  	/// Integrates a magnitude value along the cylinder.
  	/// @param m is the magnitude value to be integrated (this is usually the radius)
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  	T integrate() {
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  		T sum = 0;							//initialize the integral to zero
  		if (L.size() == 1)
  			return sum;
  		else {					
  			T m0, m1;						//allocate space for both magnitudes in a single segment
  			m0 = R[0];					//initialize the first point and magnitude to the first point in the cylinder
  			T len = L[1];					//allocate space for the segment length
  
  
  			for (unsigned p = 1; p < size(); p++) {				//for every consecutive point in the cylinder
  				m1 = R[p];
  				if (p > 1) len = (L[p] - L[p - 1]);		//calculate the segment length using the L array
  				sum += (m0 + m1) / (T)2.0 * len;				//add the average magnitude, weighted by the segment length
  				m0 = m1;									//move to the next segment by shifting points
  			}
  			return sum;			//return the integral
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  		}
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  	}
  
  	/// Resamples the cylinder to provide a maximum distance of "spacing" between centerline points. All current
  	///		centerline points are guaranteed to exist in the new cylinder
  	/// @param spacing is the maximum spacing allowed between sample points
  	cylinder<T> resample(T spacing) {
  		cylinder<T> c = stim::centerline<T>::resample(spacing);			//resample the centerline and use it to create a new cylinder
  
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  		//size_t nm = nmags();											//get the number of magnitude values in the current cylinder
  		//if (nm > 0) {													//if there are magnitude values
  		//	std::vector<T> magvec(nm, 0);							//create a magnitude vector for a single point
  		//	c.M.resize(c.size(), magvec);									//allocate space for a magnitude vector at each point of the new cylinder
  		//}
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  		T l, t;
  		for (size_t i = 0; i < c.size(); i++) {							//for each point in the new cylinder
  			l = c.L[i];													//get the length along the new cylinder
  			t = l / length();										//calculate the parameter value along the new cylinder
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  			//for (size_t mag = 0; mag < nm; mag++) {							//for each magnitude value
  			c.R[i] = r(t);								//retrieve the interpolated magnitude from the current cylinder and store it in the new one
  			//}
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  		}
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  		return c;
  	}
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  	std::vector< stim::cylinder<T> > split(unsigned int idx) {
  
  		unsigned N = size();
  		std::vector< stim::centerline<T> > LL;
  		LL.resize(2);
  		LL = (*this).centerline<T>::split(idx);
  		std::vector< stim::cylinder<T> > C(LL.size());
  		unsigned i = 0;
  		C[0] = LL[0];
  		//C[0].R.resize(idx);
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  		for (; i < idx + 1; i++) {
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  			//for(unsigned d = 0; d < 3; d++)
  			//C[0][i][d] = LL[0].c[i][d];
  			C[0].R[i] = R[i];
  			//C[0].R[i].resize(1);
  		}
  		if (C.size() == 2) {
  			C[1] = LL[1];
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  			i--;
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  			//C[1].M.resize(N - idx);
  			for (; i < N; i++) {
  				//for(unsigned d = 0; d < 3; d++)
  				//C[1][i - idx][d] = LL[1].c[i - idx][d];
  				C[1].R[i - idx] = R[i];
  				//C[1].M[i - idx].resize(1);
  			}
  		}
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  		return C;
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  	}
  
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  		/*
  		///inits the cylinder from a list of points (std::vector of stim::vec3 --inP) and magnitudes (inM)
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  		void
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  		init(centerline inP, std::vector< std::vector<T> > inM) {
  			M = inM;									//the magnitude vector can be copied directly
  			(*this) = inP;								//the centerline can be copied to this class directly
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  			stim::vec3<float> v1;
  			stim::vec3<float> v2;
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  			e.resize(inP.size());
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  			norms.resize(inP.size());
  			Us.resize(inP.size());
  
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  			if(inP.size() < 2)
  				return;
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  			//calculate each L.
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  			L.resize(inP.size());						//the number of precomputed lengths will equal the number of points
  			T temp = (T)0;								//length up to that point
  			L[0] = temp;
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  			for(size_t i = 1; i < L.size(); i++)
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  			{
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  				temp += (inP[i-1] - inP[i]).len();
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  				L[i] = temp;
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  			}
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  			stim::vec3<T> dr = (inP[1] - inP[0]).norm();
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  			s = stim::circle<T>(inP[0], inR[0][0], dr, stim::vec3<T>(1,0,0));
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  			norms[0] = s.N;
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  			e[0] = s;
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  			Us[0] = e[0].U;
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  			for(size_t i = 1; i < inP.size()-1; i++)
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  			{
  				s.center(inP[i]);
  				v1 = (inP[i] - inP[i-1]).norm();
  				v2 = (inP[i+1] - inP[i]).norm();
  				dr = (v1+v2).norm();
  				s.normal(dr);
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  				norms[i] = s.N;
  
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  				s.scale(inR[i][0]/inR[i-1][0]);
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  				e[i] = s;
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  				Us[i] = e[i].U;
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  			}
  			
  			int j = inP.size()-1;
  			s.center(inP[j]);
  			dr = (inP[j] - inP[j-1]).norm();
  			s.normal(dr);
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  			norms[j] = s.N;
  
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  			s.scale(inR[j][0]/inR[j-1][0]);
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  			e[j] = s;
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  			Us[j] = e[j].U;
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  		}
  		
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  		///returns the direction vector at point idx.
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  		stim::vec3<T>
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  		d(int idx)
  		{
  			if(idx == 0)
  			{
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  				stim::vec3<T> temp(
  						c[idx+1][0]-c[idx][0],	
  						c[idx+1][1]-c[idx][1],	
  						c[idx+1][2]-c[idx][2]
  						);	
  //				return (e[idx+1].P - e[idx].P).norm();
  				return (temp.norm());
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  			}
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  			else if(idx == N-1)
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  			{
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  				stim::vec3<T> temp(
  						c[idx][0]-c[idx+1][0],	
  						c[idx][1]-c[idx+1][1],	
  						c[idx][2]-c[idx+1][2]
  						);	
  			//	return (e[idx].P - e[idx-1].P).norm();
  				return (temp.norm());
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  			}
  			else
  			{
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  //				return (e[idx+1].P - e[idx].P).norm();
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  //				stim::vec3<float> v1 = (e[idx].P-e[idx-1].P).norm();
  				stim::vec3<T> v1(
  						c[idx][0]-c[idx-1][0],	
  						c[idx][1]-c[idx-1][1],	
  						c[idx][2]-c[idx-1][2]
  						);	
  						
  //				stim::vec3<float> v2 = (e[idx+1].P-e[idx].P).norm();
  				stim::vec3<T> v2(
  						c[idx+1][0]-c[idx][0],	
  						c[idx+1][1]-c[idx][1],	
  						c[idx+1][2]-c[idx][2]
  						);
  					
  				return (v1.norm()+v2.norm()).norm();			
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  			} 
  	//		return e[idx].N;	
  
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  		}
  
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  		stim::vec3<T>
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  		d(T l, int idx)
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  		{
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  			if(idx == 0 || idx == N-1)
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  			{
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  				return norms[idx];
  //				return e[idx].N;
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  			}
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  			else
  			{
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  				T rat = (l-L[idx])/(L[idx+1]-L[idx]);
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  				return(	norms[idx] + (norms[idx+1] - norms[idx])*rat);
  //				return(	e[idx].N + (e[idx+1].N - e[idx].N)*rat);
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  			} 
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  		}
  
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  		///finds the index of the point closest to the length l on the lower bound.
  		///binary search.
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  		int
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  		findIdx(T l)
  		{
  			unsigned int i = L.size()/2;
  			unsigned int max = L.size()-1;
  			unsigned int min = 0;
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  			while(i > 0 && i < L.size()-1)
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  			{
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  //				std::cerr << "Trying " << i << std::endl;
  //				std::cerr << "l is " << l << ", L[" << i << "]" << L[i] << std::endl;
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  				if(l < L[i])
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  				{
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  					max = i;
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  					i = min+(max-min)/2;
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  				}
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  				else if(L[i] <= l && L[i+1] >= l)
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  				{
  					break;
  				}
  				else
  				{
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  					min = i;
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  					i = min+(max-min)/2;
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  				}
  			}
  			return i;
  		}
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  	public:
  		///default constructor
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  		cylinder()
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  		// : centerline<T>()
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  		{
  
  		}
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  		///constructor to create a cylinder from a set of points, radii, and the number of sides for the cylinder.
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  		///@param inP:  Vector of stim vec3 composing the points of the centerline.
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  		///@param inM:  Vector of stim vecs composing the radii of the centerline.
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  		cylinder(std::vector<stim::vec3<T> > inP, std::vector<stim::vec<T> > inM)
  			: centerline<T>(inP)
  		{
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  			init(inP, inM);
  		}
  
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  		///constructor to create a cylinder from a set of points, radii, and the number of sides for the cylinder.
  		///@param inP:  Vector of stim vec3 composing the points of the centerline.
  		///@param inM:  Vector of stim vecs composing the radii of the centerline.
  		cylinder(std::vector<stim::vec3<T> > inP, std::vector< T > inM)
  			: centerline<T>(inP)
  		{
  			std::vector<stim::vec<T> > temp;
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  			stim::vec<T> zero(0.0,0.0);
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  			temp.resize(inM.size(), zero);
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  			for(int i = 0; i < inM.size(); i++)
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  				temp[i][0] = inR[i];
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  			init(inP, temp);
  		}
  
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  		///Constructor defines a cylinder with centerline inP and magnitudes of zero
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  		///@param inP: Vector of stim vec3 composing the points of the centerline
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  		cylinder(std::vector< stim::vec3<T> > inP)
  			: centerline<T>(inP)
  		{
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  			std::vector< stim::vec<T> > inM;						//create an array of arbitrary magnitudes
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  			stim::vec<T> zero;
  			zero.push_back(0);
  
  			inM.resize(inP.size(), zero);								//initialize the magnitude values to zero
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  			init(inP, inM);
  		}
  
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  		//assignment operator creates a cylinder from a centerline (default radius is zero)
  		cylinder& operator=(stim::centerline<T> c) {
  			init(c);
  		}
  
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  		///Returns the number of points on the cylinder centerline
  
  		unsigned int size(){
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  			return N;
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  		}
  
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  		///Returns a position vector at the given p-value (p value ranges from 0 to 1).
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  		///interpolates the position along the line.
  		///@param pvalue: the location of the in the cylinder, from 0 (beginning to 1).
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  		stim::vec3<T>
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  		p(T pvalue)
  		{
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  			if(pvalue < 0.0 || pvalue > 1.0)
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  			{
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  				return stim::vec3<float>(-1,-1,-1);
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  			}
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  			T l = pvalue*L[L.size()-1];
  			int idx = findIdx(l);
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  			return (p(l,idx));
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  		}
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  		///Returns a position vector at the given length into the fiber (based on the pvalue).
  		///Interpolates the radius along the line.
  		///@param l: the location of the in the cylinder.
  		///@param idx: integer location of the point closest to l but prior to it.
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  		stim::vec3<T>
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  		p(T l, int idx)
  		{
  				T rat = (l-L[idx])/(L[idx+1]-L[idx]);
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  				stim::vec3<T> v1(
  						c[idx][0],	
  						c[idx][1],	
  						c[idx][2]
  						);	
  						
  				stim::vec3<T> v2(
  						c[idx+1][0],	
  						c[idx+1][1],	
  						c[idx+1][2]
  						);
  //			return(	e[idx].P + (e[idx+1].P-e[idx].P)*rat);
  			return(	v1 + (v2-v1)*rat);
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  //			return(
  //			return (pos[idx] + (pos[idx+1]-pos[idx])*((l-L[idx])/(L[idx+1]- L[idx])));
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  		}
  
  		///Returns a radius at the given p-value (p value ranges from 0 to 1).
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  		///interpolates the radius along the line.
  		///@param pvalue: the location of the in the cylinder, from 0 (beginning to 1).
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  		T
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  		r(T pvalue)
  		{
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  			if(pvalue < 0.0 || pvalue > 1.0){
  				std::cerr<<"Error, value "<<pvalue<<" is outside of [0 1]."<<std::endl;
  				exit(1);
  			}
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  			T l = pvalue*L[L.size()-1];
  			int idx = findIdx(l);
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525
  			return (r(l,idx));
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526
  		}
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531
  		///Returns a radius at the given length into the fiber (based on the pvalue).
  		///Interpolates the position along the line.
  		///@param l: the location of the in the cylinder.
  		///@param idx: integer location of the point closest to l but prior to it.
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532
  		T
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  		r(T l, int idx)
  		{
  				T rat = (l-L[idx])/(L[idx+1]-L[idx]);
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  			T v1 = (e[idx].U.len() + (e[idx+1].U.len() - e[idx].U.len())*rat);
  			T v3 = (Us[idx].len() + (Us[idx+1].len() - Us[idx].len())*rat);
  			T v2 = (mags[idx][0] + (mags[idx+1][0]-mags[idx][0])*rat);
  //			std::cout << (float)v1 = (float) v2 << std::endl;
  			if(abs(v3 - v1) >= 10e-6)
  			{
  				std::cout << "-------------------------" << std::endl;
  				std::cout << e[idx].str() << std::endl << std::endl;
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544
  				std::cout << Us[idx].str() << std::endl;
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549
  				std::cout << (float)v1 - (float) v2 << std::endl;
  				std::cout << "failed" << std::endl;
  			}
  //			std::cout << e[idx].U.len() << " " << mags[idx][0] << std::endl;
  //			std::cout << v2 << std::endl;
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550
  			return(v2);
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  //			return (mags[idx][0] + (mags[idx+1][0]-mags[idx][0])*rat);
  	//	(
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  		}
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  		///	Returns the magnitude at the given index
  		///	@param i is the index of the desired point
  		/// @param m is the index of the magnitude value
  		T ri(unsigned i, unsigned m = 0){
  			return mags[i][m];
  		}
  
  		/// Adds a new magnitude value to all points
  		/// @param m is the starting value for the new magnitude
  		void add_mag(T m = 0){
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  			for(unsigned int p = 0; p < N; p++)
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  				mags[p].push_back(m);
  		}
  
  		/// Sets a magnitude value
  		/// @param val is the new value for the magnitude
  		/// @param p is the point index for the magnitude to be set
  		/// @param m is the index for the magnitude
  		void set_mag(T val, unsigned p, unsigned m = 0){
  			mags[p][m] = val;
  		}
  
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  		/// Returns the number of magnitude values at each point
  		unsigned nmags(){
  			return mags[0].size();
  		}
  
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  		///returns the position of the point with a given pvalue and theta on the surface
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  		///in x, y, z coordinates. Theta is in degrees from 0 to 360.
  		///@param pvalue: the location of the in the cylinder, from 0 (beginning to 1).
  		///@param theta: the angle to the point of a circle.
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586
  		stim::vec3<T>
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587
588
  		surf(T pvalue, T theta)
  		{
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  			if(pvalue < 0.0 || pvalue > 1.0)
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590
  			{
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591
  				return stim::vec3<float>(-1,-1,-1);
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592
  			} else {
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593
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  			T l = pvalue*L[L.size()-1];
  			int idx = findIdx(l);
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  			stim::vec3<T> ps = p(l, idx); 
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  			T m = r(l, idx);
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  			s = e[idx];
  			s.center(ps);
  			s.normal(d(l, idx));
  			s.scale(m/e[idx].U.len());
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  			return(s.p(theta));
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602
  			}
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  		}
  
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605
  		///returns a vector of points necessary to create a circle at every position in the fiber.
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  		///@param sides: the number of sides of each circle.	
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  		std::vector<std::vector<vec3<T> > >
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  		getPoints(int sides)
  		{
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610
  			std::vector<std::vector <vec3<T> > > points;
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  			points.resize(N);
  			for(int i = 0; i < N; i++)
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  			{
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614
  				points[i] = e[i].getPoints(sides);
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615
  			}
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616
  			return points;
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  		}
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  		///returns the total length of the line at index j.
  		T
  		getl(int j)
  		{
  			return (L[j]);
  		}
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626
  		/// Allows a point on the centerline to be accessed using bracket notation
  
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  		vec3<T> operator[](unsigned int i){
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  			return e[i].P;
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  		}
  
  		/// Returns the total length of the cylinder centerline
  		T length(){
  			return L.back();
  		}
  
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  		/// Integrates a magnitude value along the cylinder.
  		/// @param m is the magnitude value to be integrated (this is usually the radius)
  		T integrate(unsigned m = 0){
  
  			T M = 0;						//initialize the integral to zero
  			T m0, m1;						//allocate space for both magnitudes in a single segment
  
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  			//vec3<T> p0, p1;					//allocate space for both points in a single segment
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  			m0 = mags[0][m];				//initialize the first point and magnitude to the first point in the cylinder
  			//p0 = pos[0];
  
  			T len = L[0];						//allocate space for the segment length
  
  			//for every consecutive point in the cylinder
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651
  			for(unsigned p = 1; p < N; p++){
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  				//p1 = pos[p];							//get the position and magnitude for the next point
  				m1 = mags[p][m];
  
  				if(p > 1) len = (L[p-1] - L[p-2]);		//calculate the segment length using the L array
  
  				//add the average magnitude, weighted by the segment length
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  				M += (m0 + m1)/(T)2.0 * len;
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  				m0 = m1;								//move to the next segment by shifting points
  			}
  			return M;			//return the integral
  		}
  
  		/// Averages a magnitude value across the cylinder
  		/// @param m is the magnitude value to be averaged (this is usually the radius)
  		T average(unsigned m = 0){			
  
  			//return the average magnitude
  			return integrate(m) / L.back();
  		}
  
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  		/// Resamples the cylinder to provide a maximum distance of "spacing" between centerline points. All current
  		///		centerline points are guaranteed to exist in the new cylinder
  		/// @param spacing is the maximum spacing allowed between sample points
  		cylinder<T> resample(T spacing){
  
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  			std::vector< vec3<T> > result;
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  			vec3<T> p0 = e[0].P;									//initialize p0 to the first point on the centerline
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  			vec3<T> p1;
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  			unsigned N = size();									//number of points in the current centerline
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  			//for each line segment on the centerline
  			for(unsigned int i = 1; i < N; i++){
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  				p1 = e[i].P;										//get the second point in the line segment
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  				vec3<T> v = p1 - p0;								//calculate the vector between these two points
  				T d = v.len();										//calculate the distance between these two points (length of the line segment)
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  				size_t nsteps = (size_t)std::ceil(d / spacing);		//calculate the number of steps to take along the segment to meet the spacing criteria
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  				T stepsize = (T)1.0 / nsteps;						//calculate the parametric step size between new centerline points
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  				//for each step along the line segment
  				for(unsigned s = 0; s < nsteps; s++){
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  					T alpha = stepsize * s;							//calculate the fraction of the distance along the line segment covered
  					result.push_back(p0 + alpha * v);				//push the point at alpha position along the line segment
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  				}
  
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  				p0 = p1;											//shift the points to move to the next line segment
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  			}
  
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  			result.push_back(e[size() - 1].P);						//push the last point in the centerline
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  			return cylinder<T>(result);
  
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  		}*/
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  };
  
  }
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  #endif