--- layout: exercise language: graphics_shader permalink: "/Modules/Graphics/IlluminationLambertian" title: "CS 476: Computer Graphics - Module 10 Exercise 1" excerpt: "CS 476: Computer Graphics - Module 10 Exercise 1" canvasasmtid: "160103" canvaspoints: "1.5" info: prev: "./Video1" next: "./Video2" points: 1.5 instructions: "Fill in the vertex shader to complete per-vertex Lambertian illumination (also known as Gouraud Lambertian illumination). Most of the code has been completed for you, but you need to construct the vector from the vertex position in world coordinates to the light position. Then, you need to take the dot product of a normalized version of this vector and the normal direction NT at the surface to compute your diffuse coefficient. If the coefficient is less than 0, you should clamp it at 0" goals: - Explore how Lambertian illumination can be implemented with vertex shaders - Explore how ideas from physics/optics can be implemented in code processor: correctfeedback: "Correct!!" incorrectfeedback: "Try again" submitformlink: false feedbackprocess: | let ambientStr = 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"; let negDotStr = "data:image/png;base64,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"; let nonNormNegDotStr = "data:image/png;base64,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"; let nonNormStr = "data:image/png;base64,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"; let nonNormNegDotStrFlip = "data:image/png;base64,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"; let negDotStrFlip = 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"; let flipStr = "data:image/png;base64,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"; let correctStr = "data:image/png;base64,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"; let isCorrect = await pngImagesEqualTol(canvasStr, correctStr, DEFAULT_TOL, "correctCheck"); let isAmbient = false; let isNegDotStr = false; let isNonNormGetDotStr = false; let isNonNorm = false; let isNonNormNegDotFlip = false; let isNegDotFlip = false; let isFlipped = false; if (!isCorrect) { isAmbient = await pngImagesEqualTol(canvasStr, ambientStr, DEFAULT_TOL, "correctCheck"); if (!isAmbient) { isNegDotStr = await pngImagesEqualTol(canvasStr, negDotStr, DEFAULT_TOL, "correctCheck"); if (!isNegDotStr) { isNonNormNegDotStr = await pngImagesEqualTol(canvasStr, nonNormNegDotStr, DEFAULT_TOL, "correctCheck"); if (!isNonNormNegDotStr) { isNonNorm = await pngImagesEqualTol(canvasStr, nonNormStr, DEFAULT_TOL, "correctCheck"); if (!isNonNorm) { isNonNormNegDotFlip = await pngImagesEqualTol(canvasStr, nonNormNegDotStrFlip, DEFAULT_TOL, "correctCheck"); if (!isNonNormNegDotFlip) { isNegDotFlip = await pngImagesEqualTol(canvasStr, negDotStrFlip, DEFAULT_TOL, "correctCheck"); if (!isNegDotFlip) { isFlipped = await pngImagesEqualTol(canvasStr, flipStr, DEFAULT_TOL, "correctCheck"); } } } } } } } correctcheck: isCorrect incorrectchecks: - incorrectcheck: isAmbient feedback: "Try again: It looks like you still only have ambient lighting" - incorrectcheck: isNegDotStr feedback: "Try again: You're getting close! Be sure you clamp the dot product to zero" - incorrectcheck: isNonNormNegDotStr feedback: "Try again: You're getting close! Normalize the vector from the vertex position to the light, and be sure you clamp the dot product to zero" - incorrectcheck: isNonNorm feedback: "Try again: You're getting close! Normalize the vector from the vertex position to the light" - incorrectcheck: isNonNormNegDotFlip feedback: "Try again: You're getting there. Your vector is pointing from the light to the vertex position, and it needs to be the other way. You also need to normalize the vector, and you need to clamp the dot product to zero" - incorrectcheck: isNegDotFlip feedback: "Try again: You're getting close! Your vector is pointing from the light to the vertex position, and it needs to be the other way. You also need to clamp the dot product to zero" - incorrectcheck: isFlipped feedback: "Try again: You're so close! Your vector is pointing from the light to the vertex position, and it needs to be the other way." files: - filename: "shader.vert" name: vert ismain: false isreadonly: false isvisible: true code: | precision mediump float; #define MAX_LIGHTS 10 struct Light { vec3 pos; vec3 color; vec3 atten; }; // Material properties uniform vec3 uKa; // Ambient color for material uniform vec3 uKd; // Diffuse color for material uniform vec3 uKs; // Specular color for material uniform float uShininess; // Specular exponent for material // Transformation/projection matrices uniform mat4 uMVMatrix; uniform mat4 uPMatrix; uniform mat4 tMatrix; uniform mat3 uNMatrix; // Light properties uniform int numLights; uniform Light lights[MAX_LIGHTS]; // Camera properties uniform vec3 uEye; // Per-vertex attributes attribute vec3 vPos; attribute vec3 vNormal; attribute vec3 vColor; // Stuff to send to fragment shader varying vec3 color; void main(void) { // Transformed position of vertex in homogenous coordinates vec4 tpos = tMatrix*vec4(vPos, 1.0); // Transformed normal of vertex vec3 NT = normalize(uNMatrix*vNormal); // Viewing window position, taking into consideration the camera gl_Position = uPMatrix*uMVMatrix*tpos; vec3 LPos = lights[0].pos; // Position of light vec3 VPos = tpos.xyz; // Position of the vertex in world coordinates // Diffuse coefficient // TODO: Change the diffuse coefficient to be the dot product between // the normal NT and the *normalized* direction from the vertex to the light vec3 dummy = vec3(0.0, 0.0, 0.0); float kdCoeff = dot(NT, dummy); color = uKa + lights[0].color*(kdCoeff*uKd*vColor); } - filename: "shader.frag" name: frag ismain: false isreadonly: false isvisible: true excludeFromExport: true code: | precision mediump float; varying vec3 color; void main(void) { gl_FragColor = vec4(color, 1.0); } - filename: "scene.json" name: scene ismain: false isreadonly: false isvisible: true excludeFromExport: true code: | { "name":"localilluminationscene", "materials":{ "green":{ "ka":[0.0, 0.4, 0.0], "kd":[0.0, 1.0, 0.0], "ks":[0.8, 0.0, 0.0] }, "red":{ "kd":[1.0, 0.0, 0.0], "ka":[0.5, 0.0, 0.0] }, "yellow":{ "kd":[1.0, 1.0, 0.0], "ka":[0.5, 0.5, 0.0] } }, "lights":[ { "pos":[0, 2, 0], "color":[1, 1, 1] } ], "cameras":[ { "pos": [0.00, 1.50, 5.00], "rot": [0.00, 0.00, 0.00, 1.00] } ], "children":[ { "transform":[1, 0, 0, 0, 0, 1, 0, 0.5, 0, 0, 1, 0, 0, 0, 0, 1], "shapes":[ { "type":"box", "length":1, "width":1, "height":1, "center":[0, 0, 0], "material":"red" } ] }, { "transform":[20, 0, 0, 0, 0, 20, 0, 0, 0, 0, 20, 0, 0, 0, 0, 1], "shapes":[ { "type":"mesh", "filename":"../../assets/js/ggslac/meshes/square.off", "material":"green" } ] }, { "transform":[2, 0, 0, -2.5, 0, 2, 0, 1, 0, 0, 2, 0, 0, 0, 0, 1], "shapes":[ { "type":"mesh", "filename":"../../assets/js/ggslac/meshes/homer.off", "material":"yellow" } ] }, { "transform":[2, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1, 0, 0, 0, 0, 1], "shapes":[ { "type":"sphere", "radius":0.5, "center":[0, 0, -10], "material":"green" } ] } ] } openFilesOnLoad: ["scene.json", "shader.frag", "shader.vert"] ---