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这里整理了图形学相关的高校课程、书籍、教程、文章、博客、资源、开源项目。
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fun-with-graphics

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这里主要整理了图形学相关的高校课程、书籍、教程、文章、博客、资源、研究者主页、实验室主页、视频频道、开源项目、网站等。

Computer Graphics (Especially, Rendering)

Courses

Courses
TU Wien Rendering/Ray Tracing Course
(YouTube, 哔哩哔哩)
TU WIEN Rendering
This course aims to give an overview of basic and state-of-the-art methods of rendering. Offline methods such as ray and path tracing, photon mapping and many other algorithms are introduced and various refinement are explained.
Introduction to Computer Graphics UCSB CS180
This course is an introduction to the foundations of three-dimensional computer graphics. Topics covered include 2D and 3D transformations, Rasterization based interactive 3D graphics, shading and reflectance models, texture mapping, geometric modeling using Bézier and B-Spline curves, ray tracing, and animation. There will be an emphasis on both the mathematical and geometric aspects of graphics, as well as the ability to write fully functional 3D graphics programs.
Teaching by @Lingqi Yan.
Real-Time High Quality Rendering UCSB CS291A
In this course, we will review the history and some of the recent ideas that seek to bridge the gap between realism and interactivity. We will focus on the use of complex lighting and shading within limited computation time. Specifically, topics will cover programmable shaders, real-time shadows, interactive global illumination, image-based rendering, precomputed rendering, adaptive sampling and reconstruction, and real-time ray tracing.
Teaching by @Lingqi Yan.
Rendering Algorithms (Fall19) Dartmouth
This class focuses on advanced 3D graphics techniques for realistic image synthesis. You will learn how light interacts with objects in the real world, and how to translate the underlying math and physics into practical algorithms for rendering photorealistic images.
Teaching by @Wojciech Jarosz.
Computer Graphics (Fall18) Dartmouth
This course provides a broad introduction to the mathematical and programmatic foundations of computer graphics, including modeling, rendering (drawing), and animating three-dimensional scenes.
Teaching by @Wojciech Jarosz.
Introduction to Computer Graphics and Imaging Stanford CS148
This is the introductory prerequisite course in the computer graphics sequence which introduces students to the technical concepts behind creating synthetic computer generated images.
Image Synthesis Techniques Stanford CS348b
This course provides a broad overview of the theory and practice of making photo-realistic imagery. Rendering is treated as a problem in modeling and simulating the physics of light and appearance.
Computer Graphics CMU 15-462/662
Computer Graphics - AS 19 ETH
This course covers some of the fundamental concepts of modern computer graphics. The main topics of the course are modeling and rendering. During the course, we will discuss how digital 3D scenes are represented and modeled, and how a realistic image can be generated from a digital representation of a 3D scene.
Teaching by Computer Graphics Laboratory (CGL).
Physically-based Simulation - AS 19 ETH
Physically-based simulations are fundamental to many applications of computer graphics, including 3D video games, animated movies and films, or virtual surgery. This course introduces the physical concepts as well as the numerical methods required for simulating deformable objects, fluids, rigid bodies, and other physical systems. The material covered in this lecture ranges from simple mass-spring systems to advanced topics such as finite elements.
Teaching by Computer Graphics Laboratory (CGL).
COS 426 Computer Graphics (Spring19) Princeton COS 426
This course will study topics in computer graphics, covering methods in image processing, modeling, rendering, and animation.
COS 526 Advanced Computer Graphics (Fall16) Princeton COS 526
This course will study advanced topics in computer graphics, covering methods in computational photography, geometric modeling, photorealistic rendering, and other topics in computer graphics.
Physically Based Rendering and Material Appearance Modelling DTU 02941
This course takes its outset in the appearance of real world materials. The goal is to get as close as possible to replicating the appearance of real materials by computer graphical rendering based on mathematical/physical models.
Interactive 3D Graphics by Autodesk Udacity CS291
This class will teach you about the basic principles of 3D computer graphics: meshes, transforms, cameras, materials, lighting, and animation.
Teaching by @Eric Haines

Books

Books
《Fundamentals of Computer Graphics, 4th Edition》
(豆瓣读书)
《计算机图形学基础》
概述了计算机图形学相关基础,用来了解图形学的大全景不错
《Computer Graphics: Principles and Practice (3rd Edition)》
(豆瓣读书, book website)
《计算机图形学:原理及实践》
In this book, we explain the principles, as well as the mathematics, underlying computer graphics--knowledge that is essential for successful work both now and in the future. Early chapters show how to create 2D and 3D pictures right away, supporting experimentation. Later chapters, covering a broad range of topics, demonstrate more sophisticated approaches. Sections on current computer graphics practice show how to apply given principles in common situations, such as how to approximate an ideal solution on available hardware, or how to represent a data structure more efficiently. Topics are reinforced by exercises, programming problems, and hands-on projects.
《Real-Time Rendering, 4th Edition》
(豆瓣读书, book website)
「绝世武功的目录」
This edition discusses current, practical rendering methods used in games and other applications. It also presents a solid theoretical framework and relevant mathematics for the field of interactive computer graphics, all in an approachable style. New to this edition: new chapter on VR and AR as well as expanded coverage of Visual Appearance, Advanced Shading, Global Illumination, and Curves and Curved Surfaces.
《Physically Based Rendering: From Theory To Implementation, Third Edition》
(豆瓣读书, Read for free)
「年轻人的第一台渲染器」
Physically Based Rendering describes both the mathematical theory behind a modern photorealistic rendering system as well as its practical implementation. A method known as “literate programming” combines human-readable documentation and source code into a single reference that is specifically designed to aid comprehension. The ideas and software in this book show the reader how to design and employ a full-featured rendering system capable of creating stunning imagery.
《Robust Monte Carlo Methods for Light Transport Simulation》
(book website)
Eric Veach. PhD Thesis, Stanford University, 1997
Nearly 20 years later, this monster thesis is still relevant when it comes to developing rendering algorithms. Introduces Monte Carlo rendering methods, multiple importance sampling, bidirectional path tracing, Metropolis Light Transport
《全局光照技术》
(豆瓣读书)
同时包含了离线和实时渲染的内容
探讨了渲染中最常用的约十种全局光照技术
并以其为线索介绍了大量计算机图形学相关的基础知识
《Advanced Global Illumination》
(豆瓣读书, authors' site, Google Books sample)
概述了全局光照有关理论
介绍了几种全局光照技术(有些现已过时)
《Ray Tracing in One Weekend》
(Amazon, code, read for free)
Peter Shirley's Ray Tracing 三部曲其一
《Ray Tracing: the Next Week》
(Amazon, code, read for free)
Peter Shirley's Ray Tracing 三部曲其二
《Ray Tracing: the Rest of Your Life》
(Amazon, code, read for free)
Peter Shirley's Ray Tracing 三部曲其三
《Ray Tracing Gems》
(Book website, amazon)
Nvidia 出品,电子版免费

Tutorials

Tutorials
Nori 2 Nori is a minimalistic ray tracer written in C++. It runs on Windows, Linux, and Mac OS and provides a foundation for the homework assignments in the course Advanced Computer Graphics taught at EPFL.
Learn OpenGL
(英文原版, 中文译版)
Learn Vulkan
Joey de Vries OpenGL Tutorials OpenGL
Pixar in a Box: Rendering by Pixar
Vulkan Tutorial
The Book of Shaders
3d-game-shaders-for-beginners
The Graphics Codex by @Morgan McGuire
IOS 上可以找到同名 App
用JavaScript玩转计算机图形学(一)光线追踪入门 by @Milo Yip
用 C 语言画光
(1, 2, 3, 4, 5, 6, 7)
by @Milo Yip
Scratchapixel 2.0 32 lessons, 166 chapters, 450,000 words, C++ source code
Daily Pathtracer by @Aras Pranckevičius
Tiny renderer or how OpenGL works software rendering in 500 lines of code
Rasterization in One Weekend by @Tayfun Kayhan

Articles

Articles
Path Guiding in Production
《Real-Time Rendering 3rd》提炼总结 by @毛星云
什么是计算机图形学
什么是深度学习?
数学在计算机图形学中的应用
by @刘利刚
系统的学习计算机图形学,有哪些不同阶段的书籍的推荐? Q&A
现阶段应该怎么学习计算机图形学呢? Q&A
一篇光线追踪的入门 by @洛城
光线追踪与实时渲染的未来 by @文刀秋二
基于摄影参数渲染 by @文刀秋二
基于物理着色
(1, 2, 3, 4)
by @文刀秋二
How to Start Learning Computer Graphics Programming
(中文翻译)
by @Eric Arnebäck
基于物理着色:BRDF by @Maple
金属,塑料,傻傻分不清楚 by @叛逆者

Blogs

Blogs
Self Shadow @self_shadow has been collecting Siggraph courses/papers links for many years: Especially interesting are the Physically Based Shading in Theory and Practice course presentations.
INTERPLAY OF LIGHT "This blog is my scratchpad for graphics techniques I try and experiment with."
by @Kostas Anagnostou
Alan Zucconi 《Unity 2018 Shaders and Effects Cookbook》作者
Linden Reid Procedural geometry & graphics tutorials
A game developer at Blizzard
Harold Serrano Creator of the Untold Engine
Behind the Pixels Edward(Shiqiu) Liu, a Senior Real Time Rendering Engineer at NVIDIA
知乎专栏版
iquilezles Inigo Quilez 的 Blog
JOEY DE VRIES Joey (author of learnopengl.com)
浅墨的游戏编程Blog 整理了《RTR3》《GPU 精粹》等读书笔记
Coding Labs
TYLER HOBBS
HUMUS
Icare3D Blog

Resources pages

Resources pages
Real-Time Rendering Resources 《Real-Time Rendering》配套网站,相关资源丰富
PBRT 《Physically Based Rendering: From Theory To Implementation》配套网站,相关资源丰富
Ke-Sen Huang's Home Page 收集了 CG 各大会议的 paper
Rendering Resources This page offers 32 different 3D scenes that you can use for free in your rendering research, publications and classes.
Graphics Programming weekly 每周更新
by @Jendrik Illner
Technically Art by @Harry Alisavakis
Open-Source Real-Time Rendering Engines and Libs
McGuire Computer Graphics Archive 提供了一些常用的测试场景
Milo Yip 的豆瓣书列
GDCVault GDC Vault is a trove of in-depth design, technical and inspirational talks and slides from the influencers of the game development industry, taken from over 20 years of the worldwide Game Developers Conferences.
Graphics Research Tools by Nvidia
mattdesl/graphics-resources A list of graphic programming resources
Readings on The State of The Art in Rendering by Kostas Anagnostou
Readings on Physically Based Rendering by Kostas Anagnostou
Advances in Real-Time Rendering in 3D Graphics and Games the well-established series of SIGGRAPH courses
covering late-breaking work and advances in real-time computer graphics
terkelg/awesome-creative-coding Creative Coding: Generative Art, Data visualization, Interaction Design, Resources
eug/awesome-opengl A curated list of awesome OpenGL libraries, debuggers and resources
vinjn/awesome-vulkan A curated list of awesome Vulkan libraries, debuggers and resources. Inspired by awesome-opengl and other awesome-... stuff.
ericjang/awesome-graphics This is a curated list of computer graphics tutorials and resources.
MIT: Most Visited Courses
Real-time Rendering Blogs

Researchers

Researchers
Kun Xu (徐昆) An associate professor at Graphics and Geometric Computing Group, Tsinghua Univeristy
Lingqi Yan (闫令琪) An Assistant Professor at UC Santa Barbara
Ligang Liu (刘利刚) A Professor at Graphics & Geometric Computing Laboratory (GCL), school of mathematical sciences USTC.
Wenzel Jakob An assistant professor leading the Realistic Graphics Lab at EPFL's School of Computer and Communication Sciences.
Pradeep Sen A Professor at UC Santa Barbara
Thomas Müller A senior research scientist at NVIDIA Zürich
Toshiya Hachisuka An Associate Professor at The University of Tokyo
Matt Pharr A research scientist at NVIDIA Research
Wojciech Jarosz An Assistant Professor at Dartmouth College.
Benedikt Bitterli A PhD at Dartmouth College.
Morgan McGuire A Professor of Computer Science at Williams College

Labs

Labs
Realistic Graphics Lab at EPFL
Computer Graphics Lab at ETH Zürich
UCSB MIRAGE Lab at UCSB
Graphics Lab at Stanford
Princeton ImageX Labs at Princeton
Carnegie Mellon Graphics Lab at CMU
MIT Computer Graphics Group at MIT

YouTube Channels

YouTube Channels
ChiliTomatoNoodle DirectX & C++ Game Progaramming,
3D Programming Fundamentals,
...
The Cherno C++,
Game Engine,
...
傅老師MrFu Unity
...
ACMSIGGRAPH
MIT OpenCourseWare

Projects

Projects
Mitsuba Mitsuba is a research-oriented rendering system in the style of PBRT, from which it derives much inspiration.
Intel® Embree Intel® Embree is a collection of high-performance ray tracing kernels, developed at Intel.
Filament Filament is a real-time physically-based renderer written in C++. It is mobile-first, but also multi-platform.
The Mesa 3D Graphics Library The Mesa project began as an open-source implementation of the OpenGL specification - a system for rendering interactive 3D graphics.
The Advanced Rendering Toolkit ART is a command-line system for physically based image synthesis.
TAICHI TAICHI: Open-source computer graphics library
Intel® Embree Intel® Embree is a collection of high-performance ray tracing kernels, developed at Intel
MERL BRDF Database The MERL BRDF database contains reflectance functions of 100 different materials
minpt A path tracer in 300 lines of C++
yocto-gl Tiny C++ Libraries for Data-Driven Physically-based Graphics
id-Software id-Software公司的所有游戏的开源代码
WebGL Fluid Simulation
The Tungsten Renderer Tungsten is a physically based renderer originally written for the yearly renderer competition at ETH
Scotty3D 3D graphics software for mesh editing, path tracing, and animation

Websites

Websites
Shadertoy 「构建和分享世界上你最喜欢的着色器并受启发」
CSRankings: Computer Science Rankings

Game Engines

Tutorials

Tutorials
Massive UE4 Tutorial Playlist
Youtube
UnrealEngine 4
官方入门教程,很全面
C# and Shader Tutorials for the Unity Engine Unity3D, Shader

Books

Books
《游戏引擎架构》
(豆瓣读书, book website)
《游戏引擎架构》同时涵盖游戏引擎软件开发的理论及实践,并对多方面的题目进行探讨
《Unity Shader 入门精要》
豆瓣读书
Unity3D, Shader

Websites

Websites
UnrealEngine的官方视频主页
Youtube
优酷
UnrealEngine 4
Unity 官方中文论坛 Unity3D

Math

Courses

Courses
李宏毅綫性代數(Youtube, 課程主頁)
可汗学院公开课:概率
可汗学院公开课:统计学
可汗学院公开课:线性代数
MIT Mathematics

Books

Books
Tutorials
Immersive Linear Algebra "The world's first linear algebra book with fully interactive figures."
BetterExplained "Finally understand math, don't memorize it."

Machine Learning

Courses

Courses
李宏毅機器學習系列(Youtube, 課程主頁)
吴恩达深度学习专项课程(Coursera)
林轩石机器学习系列(课程主页)

Books

Books
《动手学深度学习》

Tutorials

Tutorials

Research

Courses

Courses
Writing in the Sciences This course teaches scientists to become more effective writers, using practical examples and exercises. Topics include: principles of good writing, tricks for writing faster and with less anxiety, the format of a scientific manuscript, peer review, grant writing, ethical issues in scientific publication, and writing for general audiences.
Academic English Transform Your Writing Skills. Prepare for college-level writing and research in just four courses.

Books

Books
简单粗暴 LaTeX by @Chris Wu

Articles

Tools
Common mistakes in technical writing by @Wojciech Jarosz
Notes on writing by @Fredo Durand,

Tools

Tools
Purdue Online Writing Lab
Mathpix Extract LaTeX from PDFs or handwritten notes in seconds. Download Snip for desktop and start saving time.
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