CN104268923A - Illumination method based on picture level images - Google Patents
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- CN104268923A CN104268923A CN201410450058.6A CN201410450058A CN104268923A CN 104268923 A CN104268923 A CN 104268923A CN 201410450058 A CN201410450058 A CN 201410450058A CN 104268923 A CN104268923 A CN 104268923A
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- G06T15/50—Lighting effects
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Abstract
The invention discloses an illumination method based on picture level images. The method mainly includes the steps that an illumination equation is resolved through a particular solution Legendre polynomial in a Legendre equation; spherical harmonic coefficients are utilized, a resolved function is projected through a spherical harmonic function, and then the restored illumination equation is obtained; the illumination value of an environment map and the color value of a map are multiplied, and the obtained result is the final pixel color value. According to the illumination method based on the picture level images, the defects that in the prior art, the image processing difficulty is large, the image quality is poor, and the simulation effect is not good can be overcome, and the advantages that the image processing difficulty is small, the image quality is good, and the simulation effect is good are achieved.
Description
Technical field
The present invention relates to field of Computer Graphics, particularly, relate to a kind of illumination method based on photo level image.
Background technology
Along with the development of computer graphics techniques, integral equation and numerical operation are applied to image procossing and obtain very ten-strike, and the treatment technology of computer graphics and graph image receives publicity, picture can be realized by these technology and play up style really, need to provide a kind of photo level Rendering, in this, technology is to the light in three-dimensional scenic, material, pinup picture has this very high requirement, while entirety holds picture, more emphasize the understanding to microworld, stress the performance of texture and details, by deep performance, real picture effect the same as photo can be reached.
Utilize panorama sketch in scene as computing machine texture on the model of Practical computer teaching at present, demonstrate the natural surface image of object gloss, and add that the illumination of the image of high dynamic range becomes the focus of current research, also have some based on Monte Carlo integral and calculating image-based lighting, though the effect that these illumination can be done well, but simulating reality that can be real also has very large gap.
Realizing in process of the present invention, inventor finding at least to exist in prior art that image procossing difficulty is large, poor image quality and the defect such as simulate effect is bad.
Summary of the invention
The object of the invention is to, for the problems referred to above, propose a kind of illumination method based on photo level image, to realize the advantage that image procossing difficulty is little, picture quality good and simulate effect is good.
For achieving the above object, the technical solution used in the present invention is: a kind of illumination method based on photo level image, mainly comprises:
A, a particular solution Legendre polynomial in Legendre equation is utilized to carry out decomposition computation to illumination equation;
B, utilize spherical harmonic coefficient, the function of above-mentioned decomposition is projected through spheric harmonic function, obtain the illumination equation after reducing;
C, be multiplied with the color value of the pinup picture of self by the illumination value by Environment, acquired results is the color value of final pixel.
Further, in step a, described illumination equation is:
E=∫L(ω)(n·ω)dω (1);
Wherein, E represents the illumination value affected by Environment in overall direction, and each pixel is based on such integral formula computing, and L (ω) is that reflected light is from the brightness each incident ray ω, n ω represents the projection of normal in ω direction, and this value is for being denoted as cos θ usually.
Further, described step a is specially:
A1, based on formula (1), ω direction to be expressed as (X', Y', Z'), that is:
Wherein, θ
ibe respectively cartesian coordinate system Z axis angle, Φ
ifor the angle of cartesian coordinate system X-axis;
A2, realize based on above-mentioned angle the conversion that Cartesian coordinates is tied to spheric coordinate system.
Further, described step a1, specifically comprises:
For first polynomial decomposition L (ω) project to spheric harmonic function for L'(θ
i, Φ
i);
According to Legendre polynomial, the L (ω) of formula (1) is above decomposed into:
Wherein L
lmbasis function and Y
lmtwo polynomial expressions of the component (projection function) of basis function;
And basis function L
lmcan be expressed as:
Based on formula (3), can find out that then two polynomial convolution algorithms carry out to the result obtained the constant C1 that integration is fixed, C2, C3 and above-mentioned L
lmfunction can be numerous;
(2) obtain spherical harmonic coefficient (zoom factor) by the humorous conversion of ball
Based on above-mentioned L
lmdefined by spheric harmonic function, as l=0, spheric harmonic function can be used for approximate ambient lighting; This spheric harmonic function is:
And
for the zoom factor of spheric harmonic function, Q is corresponding with Legendre polynomial;
Above-mentioned Q is corresponding with Legendre polynomial, and it has three attributes (5) (6) (7), can be calculated the Legendre's value under each index by these three attribute equations:
There is P and Q of above-mentioned precomputation just can projection function Y
lm(θ
i, Φ
i) based under spheric coordinate system, obtain after applying this Factoring Polynomials;
According to equation (1) another polynomial expression ∫ cos θ
id θ
iprojecting to spheric harmonic function is A'
l:
Definition A (θ) is the polynomial expression about θ, and gets A (θ)>=0, and a definition coefficient A
l:
Work as n=1:
Work as n>1, and when being odd number, A
l=0;
When n is even number,
The variables A that then definition one is new '
l;
A'
0=2.094395 A'
l=2.094395 A'
2=0.785398;
(4) what final original function can be similar to regard as:
Order
Further, described step b, specifically comprises:
First according to formula (3), calculate:
L
00,L
10,L
1-1,L
11,L
20,L
2-1,L
2-2,L
21,L
22;
Then substitute into formula (10), obtain:
E
00,E
10,E
1-1,E
11,E
20,E
2-1,E
2-2,E
21,E
22;
Like this, each pixel only needs to calculate preset times " projection ", obtains original function E for needing, and based on the C1 of above-mentioned calculating, C2, C3 convolution value and the corresponding projection function sum that is multiplied is approximate original function.
Further, described step c, specifically comprises:
The result that illumination value by Environment is multiplied with the color value of the pinup picture of self is obtained the color value of final pixel, then obtaining each pixel final color value in scene is:
B=ρE;
Then B to obtain in scene actual illumination value, ρ be the color value of pinup picture namely: the U of corresponding vertex, V colouring information.
The illumination method based on photo level image of various embodiments of the present invention, owing to mainly comprising: utilize a particular solution Legendre polynomial in Legendre equation to carry out decomposition computation to illumination equation; Utilize spherical harmonic coefficient, the function of above-mentioned decomposition is projected through spheric harmonic function, obtain the illumination equation after reducing; Be multiplied with the color value of the pinup picture of self by illumination value by Environment, acquired results is the color value of final pixel; Thus can overcome that image procossing difficulty in prior art is large, poor image quality and the bad defect of simulate effect, to realize the advantage that image procossing difficulty is little, picture quality good and simulate effect is good.
Other features and advantages of the present invention will be set forth in the following description, and, partly become apparent from instructions, or understand by implementing the present invention.
Below by drawings and Examples, technical scheme of the present invention is described in further detail.
Accompanying drawing explanation
Accompanying drawing is used to provide a further understanding of the present invention, and forms a part for instructions, together with embodiments of the present invention for explaining the present invention, is not construed as limiting the invention.In the accompanying drawings:
Fig. 1 be in the illumination method Scene that the present invention is based on photo level image certain any corresponding hemisphere face of pixel normal direction as the schematic diagram of spheric coordinate system;
Polynomial L (ω) decomposes in the illumination method that the present invention is based on photo level image to project to spheric harmonic function curve map by Fig. 2;
Fig. 3 obtains approximate antiderivative curve map through spheric harmonic function projection after Factoring Polynomials in the illumination method that the present invention is based on photo level image;
Fig. 4 is the process flow diagram of the illumination method that the present invention is based on photo level image.
Embodiment
Below in conjunction with accompanying drawing, the preferred embodiments of the present invention are described, should be appreciated that preferred embodiment described herein is only for instruction and explanation of the present invention, is not intended to limit the present invention.
According to the embodiment of the present invention, as Figure 1-Figure 4, provide a kind of illumination method based on photo level image, relate to the illumination algorithm reaching photo level surround lighting.Should, based on the illumination method of photo level image, be the technology based on IBL, this technology well can realize other lighting effect of scene display movie-level.
In the scene of game world, scene of game is divided into N number of cuboid box to be come in render scenes, each cubical face can be subject to a texture pinup picture of scene around, model material in cube inside also along with the texture mapping of these illumination is visually changed, these pinup pictures we become cube pinup picture.We main post-processing object are, by pixel calculate color value around this pixel on this pixel shader affect accumulative, we represent relation between them, as shown in illumination equation formulations (1) with integration usually.
E=∫L(ω)(n·ω)dω; (1)
Wherein, E represents the illumination value affected by Environment in overall direction, and each pixel is based on such integral formula computing, L (ω) be reflected light from the brightness each incident ray ω, n ω represents the projection of normal in ω direction.Usually this value is for being denoted as: cos θ.
Based in the ambient lighting of this image, incident light can obtain by Environment is approximate, and each pixel light needs Environment to superpose according to a large amount of integral operationes of integration, but this operation efficiency is poor, can not real-time rendering, and picture effect is poor.
Based on the thought of above-mentioned formula (1), ω represents any direction, to the integration in all ω directions.Such integral result can not calculate.We the present invention improves formula (1) exactly.Obtain the integrating effect of the illumination in approximate computable all ω directions.As shown in Figure 1.
First: carry out Legendre polynomial based on the illumination equation formulations (1) by pixel and decompose the equation after illumination
Legendre polynomial is one of most important function set in mathematical physics, have a wide range of applications in mathematical physics solves, generally be applied to the aspects such as elliptic function, geometry, uranology, in general, this polynomial expression derivation is very complicated, and the present invention to utilize in Legendre equation a particular solution Legendre polynomial to carry out decomposition computation to illumination integration and characteristic in conjunction with spheric harmonic function participates in calculating; An important characteristic is had: the integration of product on spherical space of two functions equals the dot product of spherical harmonic coefficient vector, and a, b vector is respectively spherical harmonic coefficient vector for spheric harmonic function; That is:
Also analyze by Founer senes thought simultaneously, any periodic function can represent with sine function and cosine function, general title they be orthogonal basis function, applying in actual computation, life cycle function can approach original function with the linear combination of a series of trigonometric function; And the basis function used in spheric harmonic function conversion is exactly the humorous basis function of ball.
And orthogonal basis function can be defined as an original signal, a series of band convergent-divergent harmonic wave sum can be decomposed into.Such as: we will calculate the weight of basis function g (x) component in signal f (x), and need to carry out integration to f (x) g (x) in f field of definition, this computing is called convolution.
But the Lighting information that in scene, some pixels affect by Environment will be calculated, some pixels on setting model surface are the summations of the illumination value by all Environments of surrounding hemisphere face radiancy, integration due to this hemispherical all illumination value can not calculate completely to get, present invention employs above-mentioned with Legendre polynomial, the high mathematical thought such as spheric harmonic function and the conversion of Fourier leaf-size class, some points in the model of place that approximate calculating is real-time are by the illumination value of surrounding environment pinup picture, in the middle of practice, using the coordinate system object of half corresponding for the normal direction of this some spherical space as research.As shown in Figure 1:
Based on formula (1), ω direction is expressed as (X', Y', Z'), that is:
Wherein, θ
ibe respectively cartesian coordinate system Z axis angle, Φ
ifor the angle of cartesian coordinate system X-axis.
The conversion that Cartesian coordinates is tied to spheric coordinate system can be realized based on above-mentioned angle.Be described in detail as follows:
For first polynomial decomposition L (ω) project to spheric harmonic function for L'(θ
i, Φ
i);
According to Legendre polynomial, the L (ω) of formula (1) is above decomposed into:
Wherein L
lmbasis function and Y
lmtwo polynomial expressions of the component (projection function) of basis function;
And basis function L
lmcan be expressed as:
But equation formulations (3) can be expressed as the form of Fig. 2 with image.
Then two polynomial convolution algorithms carry out to the result obtained the constant C1 that integration is fixed to have figure to find out, C2, C3, and above-mentioned Y
lmfunction can be numerous, and in figure, we have only got three values and describe.
(2) obtain spherical harmonic coefficient (zoom factor) by the humorous conversion of ball
Based on above-mentioned Y
lmdefined by spheric harmonic function, as l=0, spheric harmonic function can be used for approximate ambient lighting.In calculating process, the conversion of this spheric harmonic function generates at pretreatment stage, this pretreatment stage or spended time are still very large, relate to the high density calculating etc. of light, a time consumption is still after GPU accelerates, but along with the development of computer hardware, this technology can not become a difficult problem, and this spheric harmonic function can be expressed as follows:
And
for the zoom factor of spheric harmonic function, Q is can in the hope of the spheric harmonic function of spherical space after corresponding adjoint Legendre polynomial has had above-mentioned parameterized expression, the function that can obtain on any one spherical space carries out the projection of spheric harmonic function and reduces, and this is also the prerequisite that next step is wanted pre-service calculating and plays up.
Above-mentioned Q is corresponding with Legendre polynomial, and it has three attributes (5) (6) (7), can be calculated the Legendre's value under each index by these three attribute equations; Usual spheric harmonic function is defined in complex number space, but only getting real part for this example has met the demands.
There is P and Q of above-mentioned precomputation just can projection function Y
lm(θ
i, Φ
i) based under spheric coordinate system, obtain after applying this Factoring Polynomials; Such as:
Y
00(θ
i,Φ
i),Y
10(θ
i,Φ
i),Y
1-1(θ
i,Φ
i),Y
11(θ
i,Φ
i),Y
20(θ
i,Φ
i),Y
2-1(θ
i,Φ
i),Y
2-2(θ
i,Φ
i),Y
21(θ
i,Φ
i),Y
22(θ
i,Φ
i)
But the numerical value of l is got more much more accurate, in order to be adapted to the requirement calculating illumination in real time, we have sampled 9 numbers, and l gets 0, and 1,2 obtain Y by calculating us
lm(θ
i, Φ
i) numerical value:
(X,Y,Z)=(sinθ
icosΦ
i,sinθ
isinΦ
i,cosθ
i)
Y
00(θ
i,Φ
i)=0.282095
(Y
11,Y
10,Y
1-1)(θ
i,Φ
i)=0.488603(X,Z,Y)
(Y
21,Y
2-1,Y
2-2)(θ
i,Φ
i)=1.092548(XZ,YZ,XY)
Y
20(θ
i,Φ
i)=0.315392(3Z
2-1)
Y
22(θ
i,Φ
i)=0.546274(X
2-Y
2)
Wherein ,-l≤m≤l, l >=0.
According to equation (1) another polynomial expression ∫ cos θ
id θ
iprojecting to spheric harmonic function is A'
l:
Definition A (θ) is the polynomial expression about θ, and gets A (θ)>=0, and a definition coefficient A
l:
Work as n=1:
Work as n>1, and when being odd number, A
l=0;
When n is even number,
The variables A that then definition one is new '
l;
A'
0=2.094395 A'
l=2.094395 A'
2=0.785398;
(4) what final original function can be similar to regard as:
Order
Second: utilize spherical harmonic coefficient that the function of decomposition is obtained the illumination equation after reducing through spheric harmonic function projection
Can to sample E (θ according to above-mentioned formula (10)
i, Φ
i) in 9 numerical value:
E
00(θ
i,Φ
i)+E
10(θ
i,Φ
i)+E
1-1(θ
i,Φ
i)+E
11(θ
i,Φ
i)+E
20(θ
i,Φ
i)+E
2-1(θ
i,Φ
i)
+E
2-2(θ
i,Φ
i)+E
21(θ
i,Φ
i)+E
22(θ
i,Φ
i)
(θ can be expressed as its spheric coordinate system of any one pixel hypothesis
i, Φ
i), only need calculating 9 times, be respectively
E
00, E
10, E
1-1, E
11, E
20, E
2-1, E
2-2, E
21, E
22, be exactly then the final illumination value of this pixel adding up.Be exactly specifically first according to formula (3), calculate:
L
00,L
10,L
1-1,L
11,L
20,L
2-1,L
2-2,L
21,L
22
Then substitute into (10) formula can calculate:
E
00,E
10,E
1-1,E
11,E
20,E
2-1,E
2-2,E
21,E
22
Each like this pixel only needs to calculate 9 illumination " projection ", obtains original function E for needing, and based on above-mentioned calculating C1, C2, C3 convolution value and the corresponding projection function sum that is multiplied is approximate original function.
3rd: the color value result that the illumination value by Environment is multiplied with the color value of the pinup picture of self being obtained final pixel, then obtaining each pixel final color value in scene is:
B=ρE;
Then B to obtain in scene actual illumination value, ρ be the color value of pinup picture namely: the U of corresponding vertex, V colouring information.
Technical scheme of the present invention, more there is advance than current technology, it is the one of Real-time Rendering Technology, high-quality playing up and hatching effect can be produced, need to obtain high quality graphic, spherical harmonic coefficient can be regulated to reach good expression effect, and the present invention utilizes spheric harmonic function to be carrying out by summit, and makes scene more level and smooth, careful like this.
Last it is noted that the foregoing is only the preferred embodiments of the present invention, be not limited to the present invention, although with reference to previous embodiment to invention has been detailed description, for a person skilled in the art, it still can be modified to the technical scheme described in foregoing embodiments, or carries out equivalent replacement to wherein portion of techniques feature.Within the spirit and principles in the present invention all, any amendment done, equivalent replacement, improvement etc., all should be included within protection scope of the present invention.
Claims (6)
1. based on an illumination method for photo level image, it is characterized in that, mainly comprise:
A, a particular solution Legendre polynomial in Legendre equation is utilized to carry out decomposition computation to illumination equation;
B, utilize spherical harmonic coefficient, the function of above-mentioned decomposition is projected through spheric harmonic function, obtain the illumination equation after reducing;
C, be multiplied with the color value of the pinup picture of self by the illumination value by Environment, acquired results is the color value of final pixel.
2. the illumination method based on photo level image according to claim 1, is characterized in that, in step a, described illumination equation is:
E=∫L(ω)(n·ω)dω (1)
Wherein, E represents the illumination value affected by Environment in overall direction, and each pixel is based on such integral formula computing, and L (ω) is that reflected light is from the brightness each incident ray ω, n ω represents the projection of normal in ω direction, and this value is for being denoted as cos θ usually.
3. the illumination method based on photo level image according to claim 2, is characterized in that, described step a is specially:
A1, based on formula (1), ω direction to be expressed as (X', Y', Z'), that is:
Wherein, θ
ibe respectively cartesian coordinate system Z axis angle, Φ
ifor the angle of cartesian coordinate system X-axis;
A2, realize based on above-mentioned angle the conversion that Cartesian coordinates is tied to spheric coordinate system.
4. the illumination method based on photo level image according to claim 3, is characterized in that, described step a1, specifically comprises:
For first polynomial decomposition L (ω) project to spheric harmonic function for L'(θ
i, Φ
i);
According to Legendre polynomial, the L (ω) of formula (1) is above decomposed into:
Wherein L
lmbasis function and Y
lmtwo polynomial expressions of the component (projection function) of basis function;
And basis function L
lmcan be expressed as:
Based on formula (3), can find out that then two polynomial convolution algorithms carry out to the result obtained the constant C1 that integration is fixed, C2, C3 and above-mentioned Y
lmfunction can be numerous;
(2) obtain spherical harmonic coefficient (zoom factor) by the humorous conversion of ball
Based on above-mentioned Y
lmdefined by spheric harmonic function, as l=0, spheric harmonic function can be used for approximate ambient lighting; This spheric harmonic function is:
And
for the zoom factor of spheric harmonic function, Q is corresponding with Legendre polynomial;
Above-mentioned Q is corresponding with Legendre polynomial, and it has three attributes (5) (6) (7), can be calculated the Legendre's value under each index by these three attribute equations:
There is P and Q of above-mentioned precomputation just can projection function Y
lm(θ
i, Φ
i) based under spheric coordinate system, obtain after applying this Factoring Polynomials;
According to equation (1) another polynomial expression ∫ cos θ
id θ
iprojecting to spheric harmonic function is A'
l:
Definition A (θ) is the polynomial expression about θ, and gets A (θ)>=0, and a definition coefficient A
l:
Work as n=1:
Work as n>1, and when being odd number, A
l=0;
When n is even number,
The variables A that then definition one is new '
l;
A'
0=2.094395 A'
l=2.094395 A'
2=0.785398;
(4) what final original function can be similar to regard as:
Order
5. the illumination method based on photo level image according to claim 3 or 4, is characterized in that, described step b, specifically comprises:
First according to formula (3), calculate:
L
00,L
10,L
1-1,L
11,L
20,L
2-1,L
2-2,L
21,L
22;
Then substitute into formula (10), obtain:
E
00,E
10,E
1-1,E
11,E
20,E
2-1,E
2-2,E
21,E
22
Like this, each pixel only needs to calculate preset times " projection ", obtains original function E for needing, and based on the C1 of above-mentioned calculating, C2, C3 convolution value and the corresponding projection function sum that is multiplied is approximate original function.
6. the illumination method based on photo level image according to claim 5, is characterized in that, described step c, specifically comprises:
The result that illumination value by Environment is multiplied with the color value of the pinup picture of self is obtained the color value of final pixel, then obtaining each pixel final color value in scene is:
B=ρE;
Then B to obtain in scene actual illumination value, ρ be the color value of pinup picture namely: the U of corresponding vertex, V colouring information.
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CN106484850A (en) * | 2016-09-30 | 2017-03-08 | 北京百度网讯科技有限公司 | Panoramic table display packing and device |
CN106484850B (en) * | 2016-09-30 | 2019-10-15 | 北京百度网讯科技有限公司 | Panoramic table display methods and device |
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CN110458902A (en) * | 2019-03-26 | 2019-11-15 | 华为技术有限公司 | 3D illumination estimation method and electronic equipment |
CN110458902B (en) * | 2019-03-26 | 2022-04-05 | 华为技术有限公司 | 3D illumination estimation method and electronic equipment |
CN111275781A (en) * | 2020-01-17 | 2020-06-12 | 江苏艾佳家居用品有限公司 | Rendering optimization method based on function coordinate space |
CN112473135A (en) * | 2020-11-06 | 2021-03-12 | 完美世界(北京)软件科技发展有限公司 | Real-time illumination simulation method, device, equipment and storage medium for mobile game |
WO2024021557A1 (en) * | 2022-07-25 | 2024-02-01 | 网易(杭州)网络有限公司 | Reflected illumination determination method and apparatus, global illumination determination method and apparatus, medium, and device |
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