Creativity of Rules and Patterns: Designing Procedural Systems

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Electronic Arts / DICE

Human mechanisms of representing the surrounding world in a form of ‘language’ is an outstanding ability that enables us to store the information as internal compact abstractions. Proceduralism is also a form of language, where we view the world through rules, dependencies and patterns. And though rules are often perceived as something rigid, their engineering is a fluid and creative task, where analyzing our own thought framework often fuels the design process.

PICA PICA Video on YouTube
https://www.youtube.com/watch?v=LXo0WdlELJk

Appealing VS Boring

From “Art and Visual Perception” by Rudolf Arnheim

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Creativity of Rules and Patterns: Designing Procedural Systems

Creativity of Rules and Patterns: Designing Procedural Systems

Creativity of Rules and Patterns: Designing Procedural Systems

Creativity of Rules and Patterns: Designing Procedural Systems

Creativity of Rules and Patterns: Designing Procedural Systems

Creativity of Rules and Patterns: Designing Procedural Systems

Creativity of Rules and Patterns: Designing Procedural Systems

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This talk by SEED's Anastasia Opara covers the approach for procedural layout generation and placement in Project PICA PICA. The project posed a unique challenge as the levels were not created for humans, but for self-learning AI agents. Therefore, the level system had be flexible to meet the agents’ needs and ensure navigability, gameplay elements as well as adhere to the art direction. We used Houdini from the very early stages to the final release: from co-creating art-direction to exporting final levels into our in-house RnD engine Halcyon. From this talk, you will learn how in a team of only 3 artists we created a functional symbiosis of art direction and procedural system in under 2 months as well as what challenges and solutions we had during our ‘procedural journey’.

CEDEC 2018 - Functional Symbiosis of Art Direction and Proceduralism

CEDEC 2018 - Functional Symbiosis of Art Direction and Proceduralism

CEDEC 2018 - Functional Symbiosis of Art Direction and Proceduralism

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SIGGRAPH 2018 - PICA PICA and NVIDIA Turing

SIGGRAPH 2018 - PICA PICA and NVIDIA Turing

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SIGGRAPH 2018 - Full Rays Ahead! From Raster to Real-Time Raytracing

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For this year's keynote at High Performance Graphics 2018, Colin Barré-Brisebois from SEED discussed the state of the art in real-time game ray tracing. He explored some of the connections between offline and real-time game ray tracing, and presented some of the open problems. Colin exposed a few potential solutions to those problems, and also proposed a call-to-arms on topics where the ray tracing research community and the games industry should unite in order to solve such open problems.

HPG 2018 - Game Ray Tracing: State-of-the-Art and Open Problems

HPG 2018 - Game Ray Tracing: State-of-the-Art and Open Problems

HPG 2018 - Game Ray Tracing: State-of-the-Art and Open Problems

Electronic Arts / DICE

Proceduralism is a powerful language of rules, dependencies and patterns that can generate content indistinguishable from a manually produced one. Yet there are new opportunities that hold a great potential to enhance the existing techniques. In this talk, SEED's Anastasia Opara shares some of the early tests of marrying Proceduralism and Deep Learning and discusses how it can contribute to the current workflows. You can view a recording of the presentation from 2018's Everything Procedural Conference here: https://www.youtube.com/watch?v=dpYwLny0P8M

EPC 2018 - SEED - Exploring The Collaboration Between Proceduralism & Deep Le...

EPC 2018 - SEED - Exploring The Collaboration Between Proceduralism & Deep Le...

EPC 2018 - SEED - Exploring The Collaboration Between Proceduralism & Deep Le...

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This talk provides additional details around the hybrid real-time rendering pipeline we developed at SEED for Project PICA PICA. At Digital Dragons 2018, we presented how leveraging Microsoft's DirectX Raytracing enables intuitive implementations of advanced lighting effects, including soft shadows, reflections, refractions, and global illumination. We also dove into the unique challenges posed by each of those domains, discussed the tradeoffs, and evaluated where raytracing fits in the spectrum of solutions.

DD18 - SEED - Raytracing in Hybrid Real-Time Rendering

DD18 - SEED - Raytracing in Hybrid Real-Time Rendering

DD18 - SEED - Raytracing in Hybrid Real-Time Rendering

Electronic Arts / DICE

In this talk, we present results from the real-time raytracing research done at SEED, a cross-disciplinary team working on cutting-edge, future graphics technologies and creative experiences at Electronic Arts. We explain in detail several techniques from “PICA PICA”, a real-time raytracing experiment featuring a mini-game for self-learning AI agents in a procedurally-assembled world. The approaches presented here are intended to inspire developers and provide a glimpse of a future where real-time raytracing powers the creative experiences of tomorrow.

Shiny Pixels and Beyond: Real-Time Raytracing at SEED

Shiny Pixels and Beyond: Real-Time Raytracing at SEED

Shiny Pixels and Beyond: Real-Time Raytracing at SEED

Electronic Arts / DICE

The past few years have seen a sharp increase in the complexity of rendering algorithms used in modern game engines. Large portions of the rendering work are increasingly written in GPU computing languages, and decoupled from the conventional “one-to-one” pipeline stages for which shading languages were designed. Following Tim Foley’s talk from SIGGRAPH 2016’s Open Problems course on shading language directions, we explore example rendering algorithms that we want to express in a composable, reusable and performance-portable manner. We argue that a few key constraints in GPU computing languages inhibit these goals, some of which are rooted in hardware limitations. We conclude with a call to action detailing specific improvements we would like to see in GPU compute languages, as well as the underlying graphics hardware. This talk was originally given at SIGGRAPH 2017 by Andrew Lauritzen (EA SEED) for the Open Problems in Real-Time Rendering course.

Future Directions for Compute-for-Graphics

Future Directions for Compute-for-Graphics

Future Directions for Compute-for-Graphics

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Global illumination (GI) has been an ongoing quest in games. The perpetual tug-of-war between visual quality and performance often forces developers to take the latest and greatest from academia and tailor it to push the boundaries of what has been realized in a game product. Many elements need to align for success, including image quality, performance, scalability, interactivity, ease of use, as well as game-specific and production challenges. First we will paint a picture of the current state of global illumination in games, addressing how the state of the union compares to the latest and greatest research. We will then explore various GI challenges that game teams face from the art, engineering, pipelines and production perspective. The games industry lacks an ideal solution, so the goal here is to raise awareness by being transparent about the real problems in the field. Finally, we will talk about the future. This will be a call to arms, with the objective of uniting game developers and researchers on the same quest to evolve global illumination in games from being mostly static, or sometimes perceptually real-time, to fully real-time. This presentation was given at SIGGRAPH 2017 by Colin Barré-Brisebois (EA SEED) as part of the Open Problems in Real-Time Rendering course.

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Physically Based Sky, Atmosphere and Cloud Rendering in Frostbite

Physically Based Sky, Atmosphere and Cloud Rendering in Frostbite

Physically Based Sky, Atmosphere and Cloud Rendering in Frostbite

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This talk presents the approach Frostbite took to add support for HDR displays. It will summarize Frostbite's previous post processing pipeline and what the issues were. Attendees will learn the decisions made to fix these issues, improve the color grading workflow and support high quality HDR and SDR output. This session will detail the display mapping used to implement the"grade once, output many" approach to targeting any display and why an ad-hoc approach as opposed to filmic tone mapping was chosen. Frostbite retained 3D LUT-based grading flexibility and the accuracy differences of computing these in decorrelated color spaces will be shown. This session will also include the main issues found on early adopter games, differences between HDR standards, optimizations to achieve performance parity with the legacy path and why supporting HDR can also improve the SDR version. Takeaway Attendees will learn how and why Frostbite chose to support High Dynamic Range [HDR] displays. They will understand the issues faced and how these were resolved. This talk will be useful for those still to support HDR and provide discussion points for those who already do. Intended Audience The intended audience is primarily rendering engineers, technical artists and artists; specifically those who focus on grading and lighting and those interested in HDR displays. Ideally attendees will be familiar with color grading and tonemapping.

High Dynamic Range color grading and display in Frostbite

High Dynamic Range color grading and display in Frostbite

High Dynamic Range color grading and display in Frostbite

Electronic Arts / DICE

Talk by Graham Wihlidal (Frostbite Labs) at GDC 2017. Checkerboard rendering is a relatively new technique, popularized recently by the introduction of the PlayStation 4 Pro. Many modern game engines are adding support for it right now, and in this talk, Graham will present an in-depth look at the new implementation in Frostbite, which is used in shipping titles like 'Battlefield 1' and 'Mass Effect Andromeda'. Despite being conceptually simple, checkerboard rendering requires a deep integration into the post-processing chain, in particular temporal anti-aliasing, dynamic resolution scaling, and poses various challenges to existing effects. This presentation will cover the basics of checkerboard rendering, explain the impact on a game engine that powers a wide range of titles, and provide a detailed look at how the current implementation in Frostbite works, including topics like object id, alpha unrolling, gradient adjust, and a highly efficient depth resolve.

4K Checkerboard in Battlefield 1 and Mass Effect Andromeda

4K Checkerboard in Battlefield 1 and Mass Effect Andromeda

4K Checkerboard in Battlefield 1 and Mass Effect Andromeda

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Talk by Yuriy O’Donnell at GDC 2017. This talk describes how Frostbite handles rendering architecture challenges that come with having to support a wide variety of games on a single engine. Yuriy describes their new rendering abstraction design, which is based on a graph of all render passes and resources. This approach allows implementation of rendering features in a decoupled and modular way, while still maintaining efficiency. A graph of all rendering operations for the entire frame is a useful abstraction. The industry can move away from “immediate mode” DX11 style APIs to a higher level system that allows simpler code and efficient GPU utilization. Attendees will learn how it worked out for Frostbite.

FrameGraph: Extensible Rendering Architecture in Frostbite

FrameGraph: Extensible Rendering Architecture in Frostbite

FrameGraph: Extensible Rendering Architecture in Frostbite

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Talk by Fabien Christin from DICE at GDC 2016. Designing a big city that players can explore by day and by night while improving on the unique visual from the first Mirror's Edge game isn't an easy task. In this talk, the tools and technology used to render Mirror's Edge: Catalyst will be discussed. From the physical sky to the reflection tech, the speakers will show how they tamed the new Frostbite 3 PBR engine to deliver realistic images with stylized visuals. They will talk about the artistic and technical challenges they faced and how they tried to overcome them, from the simple light settings and Enlighten workflow to character shading and color grading. Takeaway Attendees will get an insight of technical and artistic techniques used to create a dynamic time of day system with updating radiosity and reflections. Intended Audience This session is targeted to game artists, technical artists and graphics programmers who want to know more about Mirror's Edge: Catalyst rendering technology, lighting tools and shading tricks.

Lighting the City of Glass

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Electronic Arts / DICE

Presentation by Andrew Hamilton and Ken Brown from DICE at GDC 2016. Photogrammetry has started to gain steam within the Games Industry in recent years. At DICE, this technique was first used on Battlefield and they fully embraced the technology and workflow for Star Wars: Battlefront. This talk will cover their research and development, planning and production, techniques, key takeaways and plans for the future. The speakers will cover photogrammetry as a technology, but more than that, show that it's not a magic bullet but instead a tool like any other that can be used to help achieve your artistic vision and craft. Takeaway Come and learn how (and why) photogrammetry was used to create the world of Star Wars. This talk will cover Battlefront's use of of the technology from pre-production to launch as well as some of their philosophies around photogrammetry as a tool. Many visuals will be included! Intended Audience A content creator friendly talk intended for pretty much any developer, especially those involved in 3D content creation. It is not a technical talk focused on the code or engineering of photogrammetry. The speakers will quickly cover all basics, so absolutely no prerequisite knowledge required.

Photogrammetry and Star Wars Battlefront

Photogrammetry and Star Wars Battlefront

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Electronic Arts / DICE

Physically Based and Unified Volumetric Rendering in Frostbite

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Course presentation at SIGGRAPH 2014 by Charles de Rousiers and Sébastian Lagarde at Electronic Arts about transitioning the Frostbite game engine to physically-based rendering. Make sure to check out the 118 page course notes on: http://www.frostbite.com/2014/11/moving-frostbite-to-pbr/ ‎ During the last few months, we have revisited the concept of image quality in Frostbite. The core of our approach was to be as close as possible to a cinematic look. We used the concept of reference to evaluate the accuracy of produced images. Physically based rendering (PBR) was the natural way to achieve this. This talk covers all the different steps needed to switch a production engine to PBR, including the small details often bypass in the literature. The state of the art of real-time PBR techniques allowed us to achieve good overall results but not without production issues. We present some techniques for improving convolution time for image based reflection, proper ambient occlusion handling, and coherent lighting units which are mandatory for level editing. Moreover, we have managed to reduce the quality gap, highlighted by our systematic reference comparison, in particular related to rough material handling, glossy screen space reflection, and area lighting. The technical part of PBR is crucial for achieving good results, but represents only the top of the iceberg. Frostbite has become the de facto high-end game engine within Electronic Arts and is now used by a large amount of game teams. Moving all these game teams from “old fashion” lighting to PBR has required a lot of education, which have been done in parallel of the technical development. We have provided editing and validation tools to help the transition of art production. In addition, we have built a flexible material parametrisation framework to adapt to the various authoring tools and game teams’ requirements.

Moving Frostbite to Physically Based Rendering

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Electronic Arts / DICE

In this technical presentation Johan Andersson shows how the Frostbite 3 game engine is using the low-level graphics API Mantle to deliver significantly improved performance in Battlefield 4 on PC and future games from Electronic Arts. He will go through the work of bringing over an advanced existing engine to an entirely new graphics API, the benefits and concrete details of doing low-level rendering on PC and how it fits into the architecture and rendering systems of Frostbite. Advanced optimization techniques and topics such as parallel dispatch, GPU memory management, multi-GPU rendering, async compute & async DMA will be covered as well as sharing experiences of working with Mantle in general.

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MS Copilot expands with MS Graph connectors

MS Copilot expands with MS Graph connectors

MS Copilot expands with MS Graph connectors

Axa Assurance Maroc - Insurer Innovation Award 2024

Axa Assurance Maroc - Insurer Innovation Award 2024

Axa Assurance Maroc - Insurer Innovation Award 2024

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...

Strategies for Unlocking Knowledge Management in Microsoft 365 in the Copilot...

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...

+971581248768>> SAFE AND ORIGINAL ABORTION PILLS FOR SALE IN DUBAI AND ABUDHA...

Apidays New York 2024 - The value of a flexible API Management solution for O...

Apidays New York 2024 - The value of a flexible API Management solution for O...

Apidays New York 2024 - The value of a flexible API Management solution for O...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Web Form Automation for Bonterra Impact Management (fka Social Solutions Apri...

Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model

Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model

Navi Mumbai Call Girls 🥰 8617370543 Service Offer VIP Hot Model

FWD Group - Insurer Innovation Award 2024

FWD Group - Insurer Innovation Award 2024

FWD Group - Insurer Innovation Award 2024

Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...

Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...

Apidays New York 2024 - Accelerating FinTech Innovation by Vasa Krishnan, Fin...

Real Time Object Detection Using Open CV

Real Time Object Detection Using Open CV

Real Time Object Detection Using Open CV

AXA XL - Insurer Innovation Award Americas 2024

AXA XL - Insurer Innovation Award Americas 2024

AXA XL - Insurer Innovation Award Americas 2024

EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER

EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER

EMPOWERMENT TECHNOLOGY GRADE 11 QUARTER 2 REVIEWER

How to Troubleshoot Apps for the Modern Connected Worker

How to Troubleshoot Apps for the Modern Connected Worker

How to Troubleshoot Apps for the Modern Connected Worker

Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...

Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...

Emergent Methods: Multi-lingual narrative tracking in the news - real-time ex...

Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...

Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...

Apidays Singapore 2024 - Scalable LLM APIs for AI and Generative AI Applicati...

Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...

Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...

Mastering MySQL Database Architecture: Deep Dive into MySQL Shell and MySQL R...

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Apidays New York 2024 - Scaling API-first by Ian Reasor and Radu Cotescu, Adobe

Manulife - Insurer Transformation Award 2024

Manulife - Insurer Transformation Award 2024

Manulife - Insurer Transformation Award 2024

Architecting Cloud Native Applications

Architecting Cloud Native Applications

Architecting Cloud Native Applications

AWS Community Day CPH - Three problems of Terraform

AWS Community Day CPH - Three problems of Terraform

AWS Community Day CPH - Three problems of Terraform

Creativity of Rules and Patterns: Designing Procedural Systems

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