程序代写代做代考 algorithm COMP3421
COMP3421
COMP3421
Modeling, Bezier Curves, L-Systems,VBOs
Curves
We want a general purpose solution for
drawing curved lines and surfaces. It
should be:
• easy and intuitive to draw curves
• computationally cheap.
• general, supporting a wide variety of
shapes, including standard circles,
ellipses, etc and “freehand” curves.
Curves
Easy and intuitive to draw: This is not easy
Curves
Cheap:
• Drawn every frame (up to 60
frames/second)
• How many curves on a car?
Curves
General:
Parametric curves
It is generally useful to express curves in
parametric form:
Eg: (x,y)
2πt
Interpolation
Trigonometric operations like sin() and
cos() are expensive to calculate.
We would like a solution that involves fewer
floating point operations.
We also want a solution which allows for
intuitive curve design.
Interpolating control points is a good
solution to both these problems.
Linear interpolation
Good for straight lines.
Linear function: Degree 1
2 control points: Order 2
P0
P1
t=0
t=1
Quadratic interpolation
Interpolates (passes through) P0 and P2.
Approximates (passes near) P1.
Tangents at P0 and P2 point to P1.
Degree 2, Order 3
Curves are all parabolas.
P0
P1
t=0 t=1
P2
de Casteljau Algorithm
The quadratic interpolation above can be
computed as three linear interpolation steps:
P0
P1
P2
de Casteljau Algorithm
The quadratic interpolation above can be
computed as three linear interpolation steps:
P0
P1
P2
P01
t=0.25
de Casteljau Algorithm
The quadratic interpolation above can be
computed as three linear interpolation steps:
P0
P1
P2
P01
P12
t=0.25
de Casteljau Algorithm
The quadratic interpolation above can be
computed as three linear interpolation steps:
P0
P1
P2
P01
P12
P
t=0.25
de Casteljau Algorithm
The quadratic interpolation above can be
computed as three linear interpolation steps:
P0
P1
P2
P01
P12
P
Demo
http://www.malinc.se/m/DeCasteljauAndBezier.php
http://www.malinc.se/m/DeCasteljauAndBezier.php
de Casteljau Algorithm
The quadratic interpolation above can be
computed as three linear interpolation steps:
P0
P1
P2
P01
P12
P
de Casteljau
Algorithm
P01(t) = (1-t)P0 + tP1
P12(t) = (1-t)P1 + tP2
P(t) = (1-t)P01 + tP12
= (1-t) ((1-t)P0 + tP1) + t((1-t)P1 + tP2))
= (1-t)2P0 + 2t(1-t)P1 + t
2P2
Exercise
Using de Casteljau’s algorithm calculate the
point at t = 0.75 for the quadratic Bezier
with the following control points.
(0,0) (4,8) (12,4)
Confirm your answer using the equation
Exercise Solution
P01(0.75) = (0.25)(0,0) + 0.75(4,8) = (3,6)
P12(0.75) = (0.25)(4,8)+ 0.75(12,4)
= (1,2) + (9,3) = (10,5)
P012(0.75) = (0.25)P01 + 0.75P12
= (0.25)(3,6) + 0.75(10,5)
= (0.75, 1.25) + (7.5, 3.75)
= (8.25, 5.25)
Exercise Solution
Confirm using the final formula:
P(0.75) = (1-t)2P0 + 2t(1-t)P1 + t
2P2
= 0.252(0,0) +
2 * 0.75 * 0.25 (4,8) +
0.752 (12,4)
= (8.25, 5.25)
Cubic interpolation
Interpolates (passes through) P0 and P3.
Approximates (passes near) P1 and P2.
Tangents at P0 to P1 and P3 to P2.
A variety of curves, Degree 3, Order 4
P0
P1
t=0 t=1
P2
P3 P0
P1
t=0 t=1
P3
P2
de Casteljau
P0
P1 P3
P2
de Casteljau
P0
P1 P3
P2
P01
P23t=0.5
t=0.5P12
t=0.5
de Casteljau
P0
P1 P3
P2
P012
P123t=0.5
t=0.5
P01
P23
P12
de Casteljau
P0
P1 P3
P2
P012
P123
P
t=0.5
de Casteljau
P0
P1 P3
P2
P
Degree and Order
Linear Interpolation: Degree one curve
(m=1), Second Order (2 control points)
Quadratic Interpolation: Degree two curve
(m=2), Third Order (3 control points)
Cubic Interpolation: Degree three curve
(m=3), Fourth Order (4 control points)
Quartic Interpolation: Degree four curve
(m=4), Fifth Order (5 control points)
Etc…
Bézier curves
This family of curves are known as Bézier
curves.
They have the general form:
where m is the degree of the curve
and P0…Pm are the control points.
Bernstein polynomials
The coefficient functions are called
Bernstein polynomials. They have the
general form:
where:
is the binomial function.
Binomial Function
Remember Pascal’s triangle
Bernstein polynomials
For the most common case, m = 3:
Bernstein
Polynomials for m = 3
Properties
Bézier curves interpolate their endpoints and
approximate all intermediate points.
Bézier curves are convex combinations of
points :
Properties
Convex combinations are a type of affine
combination where all co-efficients are non-
negative.
Therefore Bezier curves are invariant under
affine transformation.
Thus the transformation of a Bézier curve is
the curve based on the transformed control
points.
Properties
A Bézier curve lies within the convex hull of
its control points:
P0
P1 P3
P2
Tangents
The tangent vector to the curve at
parameter t is given by:
This is a Bézier curve of degree (m-1) on
the vectors between control points.
Exercise
Compute the tangent to at t = 0.25 for a
quadratic Bezier curve with control points
(0,0) (4,4) (8,2)
P’(t) = 2 * [(1-t)(P1-P0) + t(P2-P1)]
P’(0.25) = 2 * [ (0.75) ((4,4) – (0,0)) +
0.25 ((8,2) – (4,4) ]
= 2 * [ (0.75)(4,4) + 0.25(4,-2)]
= 2 * [ (3,3) + (1, -0.5)] = (8,5)
Problem: Polynomial
Degree
If we need a lot of control points to define a
complex object, we end up with a high
degree polynomial.
High degree polynomials are expensive to
compute and are vulnerable to numerical
rounding errors
Problem: Local
control
These curves suffer from non-local control.
Moving one control point affects the entire
curve.
Each Bernstein polynomial is active (non-
zero) over the entire interval (0,1). The
curve is a blend of these functions so every
control point has an effect on the curve for
all t from (0,1)
Demo
http://geometrie.foretnik.net/files/NURBS-en.swf
http://geometrie.foretnik.net/files/NURBS-en.swf
Splines
A spline is a smooth piecewise-polynomial
function (for some measure of
smoothness).
The places where the polynomials join are
called knots.
A joined sequence of Bézier curves is an
example of a spline.
Splines
Splines provide local control
A control point only affects the curve within
a limited neighbourhood.
Bézier splines
We can draw longer curves as sequences
of Bézier sections with common endpoints:
Generality
Bezier splines can represent a large variety
of different shapes.
Not all the ones we want though.
See if you can figure out which ones can’t
be represented. In week 11 you will find out
if you are right!
3D Modelling
3D Modelling
What if we are sick of teapots?
How can we make our own 3d meshes that
are not just cubes?
We will look at simple examples along with
some clever techniques such as
• Extrusion
• Revolution
Exercise: Cone
How can we model a cone?
There are many ways.
Simple way: Make a circle using triangles
parallel to the x-y plane. For example at z =
-3
Change to middle point to lie at a different
z-point for example z = -1.
Extruding shapes
Extruded shapes are created by sweeping
a 2D polygon along a line or curve.
The simplest example is a prism.
cross-section
copy
rectangles
Variations
One copy of the prism can be translated,
rotated or scaled from the other.
Segmented Extrusions
A square P extruded three times, in different directions with
different tapers and twists. The first segment has end
polygons M0P and M1P, where the initial matrix M0 positions
and orients the starting end of the tube. The second
segment has end polygons M1P and M2P, etc.
Segmented
extrusions
We can extrude a polygon along a path by
specifying it as a series of transformations.
At each point in the path we calculate a
cross-section:
Segmented Extrusion
Sample points along the spine using
different values of t
For each t:
• generate the current point on the spine
• generate a transformation matrix
• multiply each point on the cross section by
the matrix.
• join these points to the next set of points
using quads/triangles.
Segmented Extrusion
Example
For example we may wish to extrude a
circle cross-section around a helix spine.
helix C(t) = (cos(t), sin(t), bt)).
Transformation Matrix
How can we automatically generate a
matrix to transform our cross-section by?
We need the origin of the matrix to be the
new point on the spine. This will translate
our cross-section to the correct location.
Which way will our cross-section be
oriented? What should i, j and k of our
matrix be?
Frenet Frame
We can get the curve values at various
points ti and then build a polygon
perpendicular to the curve at C(ti) using a
Frenet frame.
Example
a). Tangents to the helix. b). Frenet frame
at various values of t, for the helix.
Frenet Frame
Once we calculate the tangent to the spine
at the current point, we can use this to
calculate normals.
We then use the tangent and the 2 normals
as i, j and k vectors of a co-ordinate frame.
We can then build a matrix from these
vectors, using the current point as the origin
of the matrix.
Frenet frame
We align the k axis with the (normalised)
tangent, and choose values of i and j to be
perpendicular.
Frenet Frame
Calculation
Finding the tangent (our k vector):
1. Using maths. Eg for
C(t) = (cos(t), sin(t), bt)
T(t) = normalise(-sint(t),cos(t),b)
2. Or just approximate the tangent
T(t) = normalise(C(t+1) – C(t-1))
Revolution
Revolution
A surface with radial symmetry (i.e. a round
object, like a ring, a vase, a glass) can be
made by sweeping a half cross-section
around an axis.
Revolution
Given a 2D function
C(t) = X(t) and Y(t)
We can revolve it by adding an extra
parameter: This revolves around the Y axis
P(t,θ) = (X(t)cos(θ), Y(t), X(t)sin(θ))
L-Systems
A Lindenmayer System (or L-System) is a
method for producing fractal structures.
They were initially developed as a tool for
modelling plant growth.
http://madflame991.blogspot.com.au/p/linde
nmayer-power.html
http://madflame991.blogspot.com.au/p/lindenmayer-power.html
L-Systems
Can give use realistic plants and trees
Rewrite rules
An L-system is a formal grammar:
a set of symbols and rewrite rules. Eg:
Symbols:
A, B, +, –
Rules:
A → B – A – B
B → A + B + A
Iteration
We start with a given string of symbols and
then iterate, replacing each on the left of a
rewrite rule with the string on the right.
A
B – A – B
A + B + A – B – A – B – A + B + A
B – A – B + A + B + A + B – A – B – …
Drawing
Each string has a graphical interpretation,
usually using turtle graphics commands:
A = draw forward 1 step
B = draw forward 1 step
+ = turn left 60 degrees
– = turn right 60 degrees
Sierpinski Triangle
This L-System generates the fractal known
as the Sierpinski Triangle:
0 1
2
iterations
3 iterations 4 iterations
5 iterations
Parameters
We can add parameters to our rewrite rules
handle variables like scaling:
A(s) → B(s/2) – A(s/2) – B(s/2)
B(s) → A(s/2) + B(s/2) + A(s/2)
A(s) : draw forward s units
B(s) : draw forward s units
Push and Pop
We can also use a LIFO stack to save and
restore global state like position and
heading:
A → B [ + A ] – A
B → B B
A : forward 10 B : forward 10
+: rotate 45 left – : rotate 45 right
[ : push ] : pop ;
Stochastic
We can add multiple productions with
weights to allow random selection:
(0.5) A → B [ A ] A
(0.5) A → A
B → B B
Example
(0.5) X → F – [ [ X ] + X ] + F [ + F X ] – X
(0.5) X → F – F [ + F X ] + [ [ X ] + X ] – X
F → F F
3D L-Systems
We can build 3D L-Systems by allowing
symbols to translate to models and
transformations of the coordinate frame.
C : draw cylinder mesh
F : translate(0,0,10)
X : rotate(10, 1, 0, 0)
Y : rotate(10, 0, 1, 0)
S : scale(0.5, 0.5, 0.5)
Example
S -> A [ + B ] + A
A -> A – A + A – A
B -> BA
After 1 iteration?
After 2 iterations?
After 3 iterations?
: A forward 10
: + rotate 45 (CW)
: – rotate -90
: [ push
: ] pop
Example in Format
For Web Demo
-> S
1 A [ + B ] + A
-> A
1 A – A + A – A
-> B
1 BA
: A
forward 10
: +
rotate 45
: –
rotate -90
: [
push
: ]
pop
Example Generation
S -> A [ + B ] + A
A -> A – A + A – A
B -> BA
After 1 iteration?
A [ + B ] + A
After 2 iterations?
A-A+A-A [ + BA ] + A-
A+A-A
After 3 iterations?
A – A + A – A – A – A + A
– A + A – A + A – A ETC
Example Drawing
After 1 iteration?
A [ + B ] + A
: A forward 10
: + rotate 45 (CW)
: – rotate -90
: [ push
: ] pop
Example Drawing
After 2 iterations?
A-A+A-A [ + BA ] + A-
A+A-A
: A forward 10
: + rotate 45 (CW)
: – rotate -90
: [ push
: ] pop
Example Drawing
3 iterations?
A – A + A – A – A – A +
A – A + A – A + A – A
– A – A + A – A [ + BA
] + A – A + A – A – A –
A + A – A + A – A + A –
A – A – A + A – A
Algorithmic Botany
You can read a LOT more here:
http://algorithmicbotany.org/papers/
http://algorithmicbotany.org/papers/
Immediate Mode
Primitives are sent to
pipeline and displayed
right away
More calls to openGL
commands
No memory of graphical
entities on server side
– Primitive data lost
after drawing which is
inefficient if we want to
draw object again
Application
Client side
glBegin
glVertex
glEnd
Graphics
Card
Server side
Immediate Mode
Example
glBegin(GL2.GL_TRIANGLES);{
gl.glVertex3d(0,2,-4);
gl.glVertex3d(-2,-2,-4);
gl.glVertex3d(2,-2,-4);
}gl.glEnd();
Retained Mode
Store data in the
graphics card’s
memory instead of
retransmitting every
time
OpenGL can store
data in Vertex Buffer
Objects on Graphics
Card
Application
Client side
Graphics
Card
Server
side
VBO
Vertices
As we know a vertex is a collection of attributes:
position
colors
normal
etc
VBOs store all this data for all the primitives you
want to draw at any one time.
VBOs store this data on the server/graphics card
Client Side Data
// Suppose we have 6 vertices with
// positions and corresponding colors in
// our jogl program
float positions[] = {0,1,-1, -1,-1,-1,
1,-1,-1, 0, 2,-4,
-2,-2,-4, 2,-2,-4};
float colors[] = {1,0,0, 0,1,0,
1,1,1, 0,0,0,
0,0,1, 1,1,0};
Client Side Data
In jogl the VBO commands do not take in arrays.
We need to put them into containers which happen to
be called Buffers. These are still client side
containers and not on the graphics card memory.
FloatBuffer posData =
Buffers.newDirectFloatBuffer(positions);
FloatBuffer colorData =
Buffers.newDirectFloatBuffer(cols);
Our data is now ready to be loaded into a VBO.
Vertex Buffer Objects
VBOs are allocated by glGenBuffers which
creates int IDs for each buffer created.
//For example generating two bufferIDs
int bufferIDs[] = new int[2];
gl.glGenBuffers(2, bufferIDs,0);
VBO Targets
There are different types of buffer objects.
For example:
GL_ARRAY_BUFFER is the type used
for storing vertex attribute data
GL_ELEMENT_ARRAY_BUFFER can
be used to store indexes to vertex
attribute array data
Indexing
With indexing you need
an extra VBO to store index data.
Binding VBO targets
//Bind GL_ARRAY_BUFFER to the
//VBO. This makes the buffer the
//current buffer for
//reading/writing vertex array
//data
gl.glBindBuffer(GL2.GL_ARRAY_BUFFER
, bufferIDs[0]);
Vertex Buffer Data
// Upload data into the current VBO
gl.glBufferData(int target,
int size,
Buffer data,
int usage);
//target – GL2.GL_ARRAYBUFFER,
//GL2.GL_ELEMENT_ARRAY_BUFFER etc
//size – of data in bytes
//data – the actual data
//usage – a usage hint
VBO Usage Hints
GL2.GL_STATIC_DRAW: data is expected
to be used many times without modification.
Optimal to store on graphics card.
GL2.GL_STREAM_DRAW: data used only
a few times. Not so important to store on
graphics card
GL2.GL_DYNAMIC_DRAW: data will be
changed many times
Vertex Buffer Data
// Upload data into the current VBO
// For our example if we were only
// loading positions we could use
// this to set aside enough space
// and load data all in one command
gl.glBufferData(GL2.GL_ARRAYBUFFER,
posData.length*Float.BYTES,
posData,
GL2.GL_STATIC_DRAW);
Vertex Buffer Data
// Upload data into the current VBO
// For our example if we were wanting
// to load position and color data
// we could create an empty buffer of the
// desired size and then load in each
// section of data using glBufferSubData
gl.glBufferData(GL2.GL_ARRAY_BUFFER,
positions.length*Float.BYTES +
colors.length*Float.BYTES,
null, GL2.GL_STATIC_DRAW);
Vertex Buffer Data
//Specify part of data stored in the
//current VBO once buffer has been made
//For example vertex positions and color
//data may be stored back to back
gl.glBufferSubData(int target,
int offset, //in bytes
int size, //in bytes
Buffer data
);
Vertex Buffer Data
//Specify part of data stored in the
//current VBO once buffer has been made
//For example vertex positions and color
//data may be stored back to back
gl.glBufferSubData(GL2.GL_ARRAY_BUFFER,
0,positions.length*Float.BYTES,posData);
gl.glBufferSubData(GL2.GL_ARRAY_BUFFER,
positions.length*Float.BYTES, //offset
colors.length*Float.BYTES,colorData);
VBOs
Application Program Graphics Card
VBO ID
GL_ARRAY_BUFFER
Color Data []
Vertex Data []
Color Data []
VBO
Vertex Data []
Using VBOs
All we have done so far is copy data from
the client program to the Graphics card.
This is done when glBufferData or
glBufferSubData is called.
We need to tell the graphics pipeline what
is in the buffer – for example which parts of
the buffer have the position data vs the
color data.
Using VBOs
To tell the graphics pipeline that we want it
to use our vertex position and color data
//Enable client state
gl.glEnableClientState(
GL2.GL_VERTEX_ARRAY);
gl.glEnableClientState(
GL2.GL_COLOR_ARRAY);
//For other types of data
gl.glEnableClientState(
GL2.GL_NORMAL_ARRAY);//etc
Using VBOs
//Tell OpenGL where to find vertex data
gl.glVertexPointer(int size,
int type,
int stride,
long vboOffset);
//size – number of co-ords per vertex
//type – GL2.GL_FLOAT etc
//stride – distance in bytes between
beginning of vertex locations.
//vboOffset – offset in number of bytes
of data location
Using VBOs
//Tell OpenGL where to find other data.
//Must have 1-1 mapping with the vertex
//array
gl.glColorPointer(int size,
int type,
int stride,
long vboOffset);
gl.glNormalPointer(int type,
int stride,
long vboOffset);
Using VBOs
// Tell OpenGL where to find data
// In our example each position has 3
// float co-ordinates. Positions are not
// interleaved with other data and are
// at the start of the buffer
gl.glVertexPointer(3,GL.GL_FLOAT,0, 0);
// In our example color data is found
// after all the position data
gl.glColorPointer(3,GL.GL_FLOAT,0,
positions.length*Float.BYTES );
VBOs
Application Program Graphics Card
VBO ID
GL_ARRAY_BUFFER
Color Data []
Vertex Data []
Color Data []
VBO
Vertex Data []
GL_COLOR_ARRAY
GL_VERTEX_ARRAY
Drawing with VBOs
// Draw something using the data
// sequentially
gl.glDrawArrays(int mode,
int first,
int count);
//mode – GL_TRIANGLES etc
//first – index of first vertex to be
//drawn
//count – number of vertices to be used.
Drawing with VBOs
//In our example we have data for 2
//triangles, so 6 vertices
//and we are starting at the
//vertex at index 0
gl.glDrawArrays(GL2.GL_TRIANGLES,0,6);
//This would just draw the second triangle
gl.glDrawArrays(GL2.GL_TRIANGLES,3,6);
Indexed Drawing
// Draw something using indexed data
gl.glDrawElements(int mode, int count,
int type, long offset);
//mode – GL_TRIANGLES etc
//count – number of indices to be used.
//type – type of index array – should be
//unsigned and smallest type possible.
//offset – in bytes!
Indexed Drawing
Example
//Suppose we want to use indexes to
//access our data
short indexes[] = {0,1,5,3,4,2};
ShortBuffer indexedData =
Buffers.newDirectShortBuffer(indexes);
//Set up another buffer for the indexes
gl.glBindBuffer(GL2.GL_ELEMENT_ARRAY_BUF
FER, bufferIDs[1]);
Indexed Drawing
//load index data
gl.glBufferData(
GL2.GL_ELEMENT_ARRAY_BUFFER,
indexes.length *Short.BYTES,
indexData,
GL2.GL_STATIC_DRAW);
//draw the data
gl.glDrawElements(GL2.GL_TRIANGLES, 6,
GL2.GL_UNSIGNED_SHORT, 0);
Updating a VBO
• Copy new data into the bound VBO with
glBufferData() or
glBufferSubData()
• map the buffer object into client’s
memory, so that client can update data
with the pointer to the mapped buffer
glMapBuffer()
Using VBOs with
Shaders
To link your vbo to your shader inputs (you
get to decide what they are called and used
for), instead of gl.glEnableClientState,
//assuming the vertex shader has
//in vec4 vertexPos;
int vPos =
gl.glGetAttribLocation(shaderprogram,
“vertexPos”);
gl.glEnableVertexAttribArray(vPos);
Using VBOs with
Shaders
//Tell OpenGL where to find data
gl.glVertexAttribPointer(int index,
int size, int type, boolean normalised,
int stride, long vboOffset);
//index – shader attribute index
//normalised – whether to normalize the
//data [-1,1] for sui
gl.glVertexAttribPointer(vPos,3,
GL.GL_FLOAT, false,0, 0);
Drawing Multiple
Objects
Must make many calls each time we draw
each new shape.
glBindBuffer
glVertexPointer
glColorPointer
glNormalPointer
This can get tedious
Vertex Array Object
(VAO)
Encapsulates vbo and vertex attribute
states to rapidly switch between states
using one openGL call.
gl.glBindVertexArray(vaoIDs[0]);
First generate vao ids.
int vaoIDs[] = new int[2];
gl.glGenVertexArrays(2, vaoIDs,0);
Set up VAOs
//Assume vbos and vao ids have been set up.
gl.glBindVertexArray(vaoIds[0]);
gl.glBindBuffer(GL2.GL_ARRAY_BUFFER,vboIds[0]);
gl.glEnableClientState…
gl.glVertexPointer
//etc other calls to set up your mesh
gl.glBindVertexArray(vaoIds[1]);
gl.glBindBuffer(GL2.GL_ARRAY_BUFFER,vboIds[1]);
gl.glEnableClientState..
//etc other calls to set up your other mesh
VAO switching
//Once vaos have been set up
gl.glBindVertexArray(vaoIds[0]);
gl.glDrawArrays(GL2.GL_TRIANGLES,0,N);
gl.glBindVertexArray(vaoIds[1]);
gl.glDrawArrays(GL2.GL_TRIANGLES,0,M);
//Use no vao
gl.glBindVertexArray(0);
Deleting a VBOs and
VAOs
To free VBOs and VAOs once you do not need
them anymore.
gl.glDeleteBuffers(2,vboIds,0);
gl.glDeleteVertexArrays(2,vaoIds,0);