SIGGRAPH Asia 2020 Courses最新文献

An introduction to physics-based animation 介绍基于物理的动画

SIGGRAPH Asia 2020 Courses Pub Date : 2020-11-17 DOI: 10.1145/3415263.3419147

Adam W. Bargteil, Tamar Shinar, P. Kry

{"title":"An introduction to physics-based animation","authors":"Adam W. Bargteil, Tamar Shinar, P. Kry","doi":"10.1145/3415263.3419147","DOIUrl":"https://doi.org/10.1145/3415263.3419147","url":null,"abstract":"Physics-based animation has emerged as a core area of computer graphics finding widespread application in the film and video game industries as well as in areas such as virtual surgery, virtual reality, and training simulations. This course introduces students and practitioners to fundamental concepts in physics-based animation, placing an emphasis on breadth of coverage and providing a foundation for pursuing more advanced topics and current research in the area. The course focuses on imparting practical knowledge and intuitive understanding rather than providing detailed derivations of the underlying mathematics. The course is suitable for someone with no background in physics-based animation---the only prerequisites are basic calculus, linear algebra, and introductory physics. We begin with a simple, and complete, example of a mass-spring system, introducing the principles behind physics-based animation: mathematical modeling and numerical integration. From there, we systematically present the mathematical models commonly used in physics-based animation beginning with Newton's laws of motion and conservation of mass, momentum, and energy. We then describe the underlying physical and mathematical models for animating rigid bodies, soft bodies, and fluids. Then we describe how these continuous models are discretized in space and time, covering Lagrangian and Eulerian formulations, spatial discretizations and interpolation, and explicit and implicit time integration. In the final section, we discuss commonly used constraint formulations and solution methods.","PeriodicalId":280203,"journal":{"name":"SIGGRAPH Asia 2020 Courses","volume":"31 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127059639","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 6

Learning 3D functionality representations 学习3D功能表示

SIGGRAPH Asia 2020 Courses Pub Date : 2020-11-17 DOI: 10.1145/3415263.3419152

Ruizhen Hu, M. Savva, Oliver van Kaick

{"title":"Learning 3D functionality representations","authors":"Ruizhen Hu, M. Savva, Oliver van Kaick","doi":"10.1145/3415263.3419152","DOIUrl":"https://doi.org/10.1145/3415263.3419152","url":null,"abstract":"A central goal of computer graphics is to provide tools for designing and simulating real or imagined artifacts. An understanding of functionality is important in enabling such modeling tools. Given that the majority of man-made artifacts are designed to serve a certain function, the functionality of objects is often reflected by their geometry, the way that they are organized in an environment, and their interaction with other objects or agents. Thus, in recent years, a variety of methods in shape analysis have been developed to extract functional information about objects and scenes from these different types of cues. In this course, we discuss recent developments involving functionality analysis of 3D shapes and scenes. We provide a summary of the state-of-the-art in this area, including a discussion of key ideas and an organized review of the relevant literatures. More specifically, we first present a general definition of functionality from which we derive criteria for classifying the body of prior work. This definition facilitates a comparative view of methods for functionality analysis. Moreover, we connect these methods to recent advances in deep learning, computer vision and robotics. Finally, we discuss a variety of application areas, and outline current challenges and directions for future work.","PeriodicalId":280203,"journal":{"name":"SIGGRAPH Asia 2020 Courses","volume":"29 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2020-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"123944115","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 0

Introduction to polarization for rendering and vision 介绍偏振渲染和视觉

SIGGRAPH Asia 2020 Courses Pub Date : 2019-11-17 DOI: 10.1145/3415263.3419172

K. Berger, Marc Blanchon

引用次数: 1

Tutorial on integer programming for visual computing 用于视觉计算的整数规划教程

SIGGRAPH Asia 2020 Courses Pub Date : 2019-11-17 DOI: 10.1145/3415263.3419150

Peter Wonka, Chi-Han Peng

引用次数: 1

Code +: cyber archiving, interactive documentary, and immersive experience for the digital heritage narratives of Asia 代码+:亚洲数字遗产叙事的网络存档、互动纪录片和沉浸式体验

SIGGRAPH Asia 2020 Courses Pub Date : 2019-11-17 DOI: 10.1145/3415263.3419138

Wu-wei Chen, Yunke Sun, Letian Wang, Yanru Zhu, Haochen Xiong

引用次数: 2

How to train your cloud 如何训练你的云

SIGGRAPH Asia 2020 Courses Pub Date : 2019-11-17 DOI: 10.1145/3415263.3419137

D. Lee

引用次数: 0

eXplainable AI (XAI): an introduction to the XAI landscape with practical examples 可解释的人工智能(XAI):用实际例子介绍XAI景观

SIGGRAPH Asia 2020 Courses Pub Date : 2019-11-17 DOI: 10.1145/3415263.3419166

Rowan T. Hughes, Cameron Edmond, Lindsay Wells, M. Glencross, Liming Zhu, T. Bednarz

引用次数: 4

Accelerating 3D deep learning with PyTorch3D 使用PyTorch3D加速3D深度学习

SIGGRAPH Asia 2020 Courses Pub Date : 2019-11-17 DOI: 10.1145/3415263.3419160

Nikhila Ravi, Jeremy Reizenstein, David Novotný, Taylor Gordon, Wan-Yen Lo, Justin Johnson, Georgia Gkioxari

引用次数: 582

Approaches and challenges to virtual and augmented reality in health care and rehabilitation 虚拟现实和增强现实在卫生保健和康复中的方法和挑战

SIGGRAPH Asia 2020 Courses Pub Date : 2019-11-17 DOI: 10.1145/3415263.3419174

J. Jorge, Pedro F. Campos, D. Lopes

引用次数: 1

A review of current trends on visual perception studies in virtual and augmented reality 虚拟现实和增强现实中视觉感知研究的最新进展

SIGGRAPH Asia 2020 Courses Pub Date : 2019-11-17 DOI: 10.1145/3415263.3419144

V. Garro, V. Sundstedt, Diego Navarro

{"title":"A review of current trends on visual perception studies in virtual and augmented reality","authors":"V. Garro, V. Sundstedt, Diego Navarro","doi":"10.1145/3415263.3419144","DOIUrl":"https://doi.org/10.1145/3415263.3419144","url":null,"abstract":"In the development of novel algorithms and techniques in virtual and augmented reality (VR/AR), it is crucial to take human visual perception into account. For example, when hardware resources are a restraining factor, the limitations of the human visual system can be exploited in the creation and evaluation of new effective techniques. Over the last decades, visual perception evaluation studies have become a vital part of the design, development, and evaluation of immersive computer graphics applications. This course aims at introducing the attendees to the basic concepts of visual perception applied to computer graphics and it offers an overview of recent perceptual evaluation studies that have been conducted with head-mounted displays (HMDs) in the context of VR and AR applications. During this course, we call attention to the latest published courses and surveys on visual perception applied to computer graphics and interaction techniques. Through an extensive search in the literature, we have identified six main areas in which recent visual perceptual evaluation studies have been focused on: distance perception, avatar perception, image quality, interaction, motion perception, and cybersickness. Trends, main results, and open challenges are discussed for each area and accompanied with relevant references offering the attendees a wide introduction and perspective on the topic.","PeriodicalId":280203,"journal":{"name":"SIGGRAPH Asia 2020 Courses","volume":"12 1","pages":"0"},"PeriodicalIF":0.0,"publicationDate":"2019-11-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"127231689","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}

引用次数: 4