interpolate between rotation matrices - matrix

i have two rotation matrices that describe arbitrary rotations. (4x4 opengl compatible)
now i want to interpolate between them, so that it follows a radial path from one rotation to the other. think of a camera on a tripod looking one way and then rotating.
if i interpolate every component i get a squeezing result, so i think i need to interpolate only certain components of the matrix. but which ones?

You have to use SLERP for the rotational parts of the matrices, and linear for the other parts. The best way is to turn your matrices into quaternions and use the (simpler) quaternion SLERP: http://en.wikipedia.org/wiki/Slerp.
I suggest reading Graphic Gems II or III,specifically the sections about decomposing matrices into simpler transformations. Here's Spencer W. Thomas' source for this chapter:
http://tog.acm.org/resources/GraphicsGems/gemsii/unmatrix.c
Of course, I suggest you learn how to do this yourself. It's really not that hard, just a lot of annoying algebra. And finally, here's a great paper on how to turn a matrix into a quaternion, and back, by Id software: http://www.mrelusive.com/publications/papers/SIMD-From-Quaternion-to-Matrix-and-Back.pdf
Edit: This is the formula pretty much everyone cites, it's from a 1985 SIGGRAPH paper.
Where:
- qm = interpolated quaternion
- qa = quaternion a (first quaternion to be interpolated between)
- qb = quaternion b (second quaternion to be interpolated between)
- t = a scalar between 0.0 (at qa) and 1.0 (at qb)
- θ is half the angle between qa and qb
Code:
quat slerp(quat qa, quat qb, double t) {
// quaternion to return
quat qm = new quat();
// Calculate angle between them.
double cosHalfTheta = qa.w * qb.w + qa.x * qb.x + qa.y * qb.y + qa.z * qb.z;
// if qa=qb or qa=-qb then theta = 0 and we can return qa
if (abs(cosHalfTheta) >= 1.0){
qm.w = qa.w;qm.x = qa.x;qm.y = qa.y;qm.z = qa.z;
return qm;
}
// Calculate temporary values.
double halfTheta = acos(cosHalfTheta);
double sinHalfTheta = sqrt(1.0 - cosHalfTheta*cosHalfTheta);
// if theta = 180 degrees then result is not fully defined
// we could rotate around any axis normal to qa or qb
if (fabs(sinHalfTheta) < 0.001){ // fabs is floating point absolute
qm.w = (qa.w * 0.5 + qb.w * 0.5);
qm.x = (qa.x * 0.5 + qb.x * 0.5);
qm.y = (qa.y * 0.5 + qb.y * 0.5);
qm.z = (qa.z * 0.5 + qb.z * 0.5);
return qm;
}
double ratioA = sin((1 - t) * halfTheta) / sinHalfTheta;
double ratioB = sin(t * halfTheta) / sinHalfTheta;
//calculate Quaternion.
qm.w = (qa.w * ratioA + qb.w * ratioB);
qm.x = (qa.x * ratioA + qb.x * ratioB);
qm.y = (qa.y * ratioA + qb.y * ratioB);
qm.z = (qa.z * ratioA + qb.z * ratioB);
return qm;
}
From: http://www.euclideanspace.com/maths/algebra/realNormedAlgebra/quaternions/slerp/

You need to convert the matrix into a different representation - quaternions work well for this, and interpolating quaternions is a well-defined operation.

Related

using spherical coordinates in opengl

I am trying to plot points around a center point using spherical coordinates. I know this is by far not the most efficient way to plot a sphere in OpenGL but i want to do it as an excersive to understand spherical coordinates better.
I want to step through each point by a certain angle so for this i have a nested for loop itterating through theta 0 - 360 and phi 0-360 and i am attempting to get the Cartesian coordinates of each of these steps and display it as a single point.
so far i have this:
float r = 1.0;
for( float theta = 0.0; theta < 360.0; theta += 10.0){
for(float phi = 0.0; phi < 360.0; phi += 10.0){
float x = r * sin(theta) * cos(phi);
float y = r * sin(theta) * sin(phi);
float z = r * cos(theta);
}
}
i store these points a display them. the display function works fine as i have used it to display other point structure before but for some reason i can't get this to work.
I have also tried converting the angles from degrees to radians:
float rTheta = theta * M_PI * 180.0;
float rPhi = phi * M_PI * 18.0;
as sin() and cos() both use radians but it yields the same results.
Am i doing something wrong and badly misunderstanding something?
In the conversion from degrees to radians of angle x, the correct formula is x * M_PI / 180..

2D matrix decomposition with negative scale

I have a 2d matrix created from position, scale and rotation (no skew). I would like to be able to decompose this matrix back to the original components and have managed to do so with the following pseudo code:
posX = matrix.tx
posY = matrix.ty
scaleX = Sqrt( matrix.a * matrix.a + matrix.b * matrix.b )
scaleY = Sqrt( matrix.c * matrix.c + matrix.d * matrix.d )
rotation = ATan2( -matrix.c / scaleY, matrix.a / scaleX )
However this obviously only works with positive scale values and I am unsure how to calculate the correct negative scales. I have attempted various suggestions found using google but so far none have worked correctly.
I have tried the accepted answer from here and the decomposition explained here, whilst they produce correct transformations, the components of scale and rotation do not match my original values.
I have tried taking the sign of the diagonal matrix.a * matrix.d which appears to work for the scale on the x axis but unsure if this is the correct approach and can't figure out how to handle the y axis.
Is this even possible? Will I have to accept that I will not get back the exact components and the best I can hope for is values that produce the same transformation?
Any help or pointers would be greatly appreciated.
Original
Translation = 204, 159
Rotation = -3.0168146900000044
Scale = -3, -2
Matrix = [ 2.976675975304773, 0.37336327891663146, -0.24890885261108764, 1.984450650203182, 204, 159 ]
Decomposition
Translation = 204, 159
Rotation = 0.1247779635897889
Scale = 3, 2
Matrix = [ 2.976675975304773, 0.3733632789166315, -0.24890885261108767, 1.984450650203182, 204, 159 ]
That was using the following decomposition code:
posX = matrix.tx
posY = matrix.ty
scaleX = Sgn( a ) * Sqrt( matrix.a * matrix.a + matrix.b * matrix.b )
scaleY = Sgn( d ) * Sqrt( matrix.c * matrix.c + matrix.d * matrix.d )
rotation = ATan2( -matrix.c / scaleY, matrix.a / scaleX )
Sometimes you can't tell flip (negative scale) from rotation, e.g. an image flipped horizontally and vertically is identical to the image rotated by 180 degrees.
So what you have to do is know whether the transformation matrix contains flips. With that knowledge, you can cancel out the flip first, decompose it as usual, and put the flip back into the decomposed scale factors.
Pseudo code:
Matrix m
hFlip = true
vFlip = true
if hFlip: m = compose(m, scale(-1, 1))
if vFlip: m = compose(m, scale(1, -1))
translation, rotation, scale = decompose(m)
if hFlip: scale.x = -scale.x
if vFlip: scale.y = -scale.y

Why are my specular highlights elliptical?

I think these should be circular. I assume there is something wrong with my normals but I haven't found anything wrong with them. Then again, finding a good test for the normals is difficult.
Here is the image:
Here is my shading code for each light, leaving out the recursive part for reflections:
lighting = ( hit.obj.ambient + hit.obj.emission );
const glm::vec3 view_direction = glm::normalize(eye - hit.pos);
const glm::vec3 reflection = glm::normalize(( static_cast<float>(2) * ( glm::dot(view_direction, hit.normal) * hit.normal ) ) - view_direction);
for(int i = 0; i < numused; ++i)
{
glm::vec3 hit_to_light = (lights[i].pos - hit.pos);
float dist = glm::length(hit_to_light);
glm::vec3 light_direction = glm::normalize(hit_to_light);
Ray lightray(hit.pos, light_direction);
Intersection blocked = Intersect(lightray, scene, verbose ? verbose : false);
if( blocked.dist >= dist)
{
glm::vec3 halfangle = glm::normalize(view_direction + light_direction);
float specular_multiplier = pow(std::max(glm::dot(halfangle,hit.normal), 0.f), shininess);
glm::vec3 attenuation_term = lights[i].rgb * (1.0f / (attenuation + dist * linear + dist*dist * quad));
glm::vec3 diffuse_term = hit.obj.diffuse * ( std::max(glm::dot(light_direction,hit.normal) , 0.f) );
glm::vec3 specular_term = hit.obj.specular * specular_multiplier;
}
}
And here is the line where I transform the object space normal to world space:
*norm = glm::normalize(transinv * glm::vec4(glm::normalize(p - sphere_center), 0));
Using the full phong model, instead of blinn-phong, I get teardrop highlights:
If I color pixels according to the (absolute value of the) normal at the intersection point I get the following image (r = x, g = y, b = z):
I've solved this issue. It turns out that the normals were all just slightly off, but not enough that the image colored by normals could depict it.
I found this out by computing the normals on spheres with a uniform scale and a translation.
The problem occurred in the line where I transformed the normals to world space:
*norm = glm::normalize(transinv * glm::vec4(glm::normalize(p - sphere_center), 0));
I assumed that the homogeneous coordinate would be 0 after the transformation because it was zero beforehand (rotations and scales do not affect it, and because it is 0, neither can translations). However, it is not 0 because the matrix is transposed, so the bottom row was filled with the inverse translations, causing the homogeneous coordinate to be nonzero.
The 4-vector is then normalized and the result is assigned to a 3-vector. The constructor for the 3-vector simply removes the last entry, so the normal was left unnormalized.
Here's the final picture:

how to figure out cursive paths for an enemy to follow

The Problem
I am making a game where enemies appear at some point on the screen then follow a smooth curvy path and disappear at some point. I can make them follow a straight path but can't figure out the way to make them follow the paths depicted in the image.
Attempts
I started with parabolic curve and implemented them successfully. I just used the equation of parabola to calculate the coordinates gradually. I have no clue what is the equation for desired paths supposed to be.
What I want
I am not asking for the code.I just want someone to explain me the general technique.If you still want to show some code then I don't have special preference for programming language for this particular question you can use C,Java or even pseudo-code.
First you need to represent each curve with a set of points over time, For example:
-At T(0) the object should be at (X0, Y0).
-At T(1) the object should be at (X1, Y1).
And the more points you have, the more smooth curve you will get.
Then you will use those set of points to generate two formulas-one for X, and another one for Y-, using any Interpolation method, like The La-grange's Interpolation Formula:
Note that you should replace 'y' with the time T, and replace 'x' with your X for X formula, and Y for Y formula.
I know you hoped for a simple equation, but unfortunately this is will take from you a huge effort to simplify each equation, and my advise DON'T do it unless it's worth it.
If you are seeking for a more simple equation to perform well in each frame in your game you should read about SPline method, In this method is about splitting your curve into a smaller segments, and make a simple equation for every segment, for example:
Linear Spline:
Every segment contains 2 points, this will draw a line between every two points.
The result will be some thing like this:
Or you could use quadratic spline, or cubic spline for more smooth curves, but it will slow your game performance. You can read more about those methods here.
I think linear spline will be great for you with reasonable set of points for each curve.
Please change the question title to be more generic.
If you want to generate a spiral path you need.
Total time
How many full rotations
Largest radius
So, total time T_f = 5sec, rotations R_f = 2.5 * 2 * PI, the final distance from the start D_f = 200px
function SpiralEnemy(spawnX, spawnY, time) {
this.startX = spawnX;
this.startY = spawnY;
this.startTime = time;
// these will change and be used for rendering
this.x = this.startX;
this.y = this.startY;
this.done = false;
// constants we figured out above
var TFinal = 5.0;
var RFinal = -2.6 * 2 * Math.PI;
var RStart = -Math.PI / 2;
var DFinal = 100;
// the update function called every animation tick with the current time
this.update = function(t) {
var delta = t - this.startTime;
if(delta > TFinal) {
this.done = true;
return;
}
// find out how far along you are in the animation
var percent = delta / TFinal;
// what is your current angle of rotation (in radians)
var angle = RStart + RFinal * percent;
// how far from your start point should you be
var dist = DFinal * percent;
// update your coordinates
this.x = this.startX + Math.cos(angle) * dist;
this.y = this.startY + Math.sin(angle) * dist;
};
}
EDIT Here's a jsfiddle to mess with http://jsfiddle.net/pxb3824z/
EDIT 2 Here's a loop (instead of spiral) version http://jsfiddle.net/dpbLxuz7/
The loop code splits the animation into 2 parts the beginning half and the end half.
Beginning half : angle = Math.tan(T_percent) * 2 and dist = Speed + Speed * (1 - T_percent)
End half : angle = -Math.tan(1 - T_percent) * 2 and dist = **Speed + Speed * T_percent
T_percent is normalized to (0, 1.0) for both halfs.
function LoopEnemy(spawnX, spawnY, time) {
this.startX = spawnX;
this.startY = spawnY;
this.startTime = time;
// these will change and be used for rendering
this.x = this.startX;
this.y = this.startY;
this.last = time;
this.done = false;
// constants we figured out above
var TFinal = 5.0;
var RFinal = -2 * Math.PI;
var RStart = 0;
var Speed = 50; // px per second
// the update function called every animation tick with the current time
this.update = function(t) {
var delta = t - this.startTime;
if(delta > TFinal) {
this.done = true;
return;
}
// find out how far along you are in the animation
var percent = delta / TFinal;
var localDelta = t - this.last;
// what is your current angle of rotation (in radians)
var angle = RStart;
var dist = Speed * localDelta;
if(percent <= 0.5) {
percent = percent / 0.5;
angle -= Math.tan(percent) * 2;
dist += dist * (1 - percent);
} else {
percent = (percent - 0.5) / 0.5;
angle -= -Math.tan(1 - percent) * 2;
dist += dist * percent;
}
// update your coordinates
this.last = t;
this.x = this.x + Math.cos(angle) * dist;
this.y = this.y + Math.sin(angle) * dist;
};
}
Deriving the exact distance traveled and the height of the loop for this one is a bit more work. I arbitrarily chose a Speed of 50px / sec, which give a final x offset of ~+145 and a loop height of ~+114 the distance and height will scale from those values linearly (ex: Speed=25 will have final x at ~73 and loop height of ~57)
I don't understand how you give a curve. If you need a curve depicted on the picture, you can find a curve is given analytically and use it. If you have not any curves you can send me here: hedgehogues#bk.ru and I will help find you. I leave e-mail here because I don't get any messages about answers of users from stackoverflow. I don't know why.
If you have some curves in parametric view in [A, B], you can write a code like this:
struct
{
double x, y;
}SPoint;
coord = A;
step = 0.001
eps = 1e-6;
while (coord + step - eps < B)
{
SPoint p1, p2;
p1.x = x(coord);
p1.y = y(coord);
coord += step;
p2.x = x(coord);
p2.y = y(coord);
drawline(p1, p2);
}

Rotate scene about Up vector in jsc3d

I'm using jsc3d to load and display some 3d objects on a canvas. The viewer has already a built-in feature that allows to rotate the "view coordinates" (correct me if i'm wrong) about the Y axis by dragging the mouse.
The rotation is performed through a classic rotation matrix, and finally the trasformation matrix is multiplied by this rotation matrix.
The totation about the Y axis is calculated in a way that resembles a circular movement around the whole scene of loaded objects:
JSC3D.Matrix3x4.prototype.rotateAboutYAxis = function(angle) {
if(angle != 0) {
angle *= Math.PI / 180;
var c = Math.cos(angle);
var s = Math.sin(angle);
var m00 = c * this.m00 + s * this.m20;
var m01 = c * this.m01 + s * this.m21;
var m02 = c * this.m02 + s * this.m22;
var m03 = c * this.m03 + s * this.m23;
var m20 = c * this.m20 - s * this.m00;
var m21 = c * this.m21 - s * this.m01;
var m22 = c * this.m22 - s * this.m02;
var m23 = c * this.m23 - s * this.m03;
this.m00 = m00; this.m01 = m01; this.m02 = m02; this.m03 = m03;
this.m20 = m20; this.m21 = m21; this.m22 = m22; this.m23 = m23;
}
};
Now, dragging the mouse will apply this rotation about the Y axis on the whole world, like on the left side in the picture below. Is there a way, to apply a rotation about the Up vector to keep it in the initial position, like it appear on the right side?
I tried something like that:
var rotY = (x - viewer.mouseX) * 360 / viewer.canvas.height;
var rotMat = new JSC3D.Matrix3x4; // identity
rotMat.rotateAboutYAxis(rotY);
viewer.rotMatrix.multiply(rotMat);
but it has no effect.
What operations shall be applied to my rotation matrix to achieve a rotation about the Up vector?
Sample: https://jsfiddle.net/4xzjnnar/1/
This 3D library has already some built-in functions to allow scene rotation about X,Y,and Z axis, so there is no need to implement new matrix operations for that, we can use the existing functions rotateAboutXAyis, rotateAboutYAxis and rotateAboutZAxis, which apply an in-place matrix multiplication of the desired rotation angle in degrees.
The scene in JSC3D is transformed by a 3x4 matrix where the rotation is stored in the first 3 values of each row.
After applying a scene rotation and/or translation, applying a subsequent rotation about the Up vector, is a problem of calculate a rotation about an arbitrary axis.
A very clean and didactic explanation how to solve this problem is described here: http://ami.ektf.hu/uploads/papers/finalpdf/AMI_40_from175to186.pdf
Translate the P 0 (x 0 ,y 0 ,z 0 ) axis point to the origin of the coordinate system.
Perform appropriate rotations to make the axis of rotation coincident with
z-coordinate axis.
Rotate about the z-axis by the angle θ.
Perform the inverse of the combined rotation transformation.
Perform the inverse of the translation.
Now, its easy to write a function for that, because we use the functions already available in JSC3D (translation part is omitted here).
JSC3D.Viewer.prototype.rotateAboutUpVector = function(angle) {
angle %= 360;
/* pitch, counter-clockwise rotation about the Y axis */
var degX = this.rpy[0], degZ = this.rpy[2];
this.rotMatrix.rotateAboutXAxis(-degX);
this.rotMatrix.rotateAboutZAxis(-degZ);
this.rotMatrix.rotateAboutYAxis(angle);
this.rotMatrix.rotateAboutZAxis(degZ);
this.rotMatrix.rotateAboutXAxis(degX);
}
Because all above mentioned functions are using degrees, we need to get back the actual Euler angles from the rotation matrix (simplified):
JSC3D.Viewer.prototype.calcRollPitchYaw = function() {
var m = this.rotMatrix;
var radians = 180 / Math.PI;
var angleX = Math.atan2(-m.m12, m.m22) * radians;
var angleY = Math.asin(m.m01) * radians;
var angleZ = Math.atan2(-m.m01, m.m00) * radians;
this.rpy[0] = angleX;
this.rpy[1] = angleY;
this.rpy[2] = angleZ;
}
The tricky part here, is that we need always to get back the current rotation angles, as they results from the applied rotations, so a separate function must be used to store the current Euler angles every time that a rotation is applied to the scene.
For that, we can use a very simple structure:
JSC3D.Viewer.prototype.rpy = [0, 0, 0];
This will be the final result:

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