Multi-Kinect motion tracking and Iteractive Installations

@ArgesRic MULTIPLE KINECTS AND INTERACTIVE INSTALLATIONS Ricardo J. Méndez

@ArgesRic WHO AM I? • Ricardo J. Méndez • Founder,
Numergent • E-mail: [email protected] • Twitter: @ArgesRic

@ArgesRic WHAT DO I DO? • Work with media agencies
• Data visualization and interactive installations • Previously: • Data analysis for banking, healthcare • Game development

@ArgesRic TALK STRUCTURE • Show a bit about the installations
• Give a high level overview • Talk about using multiple networked Kinects • Get into nitty gritty of avateering gotchas, technical and design

@ArgesRic (http://www.penny-arcade.com/comic/2011/03/25)

@ArgesRic INTERACTIVE INSTALLATIONS? • Gigantic, in-place, Kinect-powered mini-games • 8mx3m
screens made out of MicroTiles • Promotional in nature, advertising oriented • Look cool, easy to understand, grab the user’s attention • Months of work for something players will experience in 30-60 seconds.

@ArgesRic

@ArgesRic HIGH LEVEL OVERVIEW

@ArgesRic HIGH LEVEL OVERVIEW • 3D application done in Unity
4 • Multiple Kinects, 3 on the 1st gen, 2 on 2nd gen • Distributed team - New York, Hamburg, Berlin, Bucharest • 4,000 autonomous agents

@ArgesRic WHY SO MANY AGENTS? • Working with vague concepts
like “the power of the network”. • Meant to represent data. • Flashes through the streams to represent communication. • Each agent acts independently to provide more visual variety.

@ArgesRic UNITYSTEER • MIT-Licensed • https://github.com/ricardojmendez/UnitySteer • Started as a
port of Craig Reynolds’ OpenSteer • Each background particle is a UnitySteer agent making its own decisions and signaling to neighbors

@ArgesRic WHY MULTIPLE NETWORKED KINECTS?

@ArgesRic DESIGN REQUIREMENTS

@ArgesRic TECHNICAL LIMITATIONS • First gen. installation called for 3
Kinects • … but the Kinect 1 SDK only supported two per machine. • Second gen. installation called for 2 Kinects • … but the Kinect 2 SDK supports only one per machine.

@ArgesRic SOLUTION: KINECT REMOTE • Kinect Remote: https://github.com/ricardojmendez/Kinect2Remote • MIT-licensed
.Net Application and client library • Processes depth and body information, sends it in protobuf format to a RabbitMQ server

@ArgesRic KINECT REMOTE • Single package per data type per
frame. • Multiple queues, one per data type. • Expires at 35ms - we can interpolate. • Allows for “Body Processors”, which see (and can tag) all data before it gets stuffed into a “Body Bag”.

@ArgesRic WHAT DO THE BODY PROCESSORS DO? • Passer-by detection
• User selection • Deciding if to hold the user • Limb ambiguity • Joint velocity calculation • Runs gesture recognition

@ArgesRic GESTURE RECOGNITION • Discrete and continuous gestures • Both
generations had gesture controls • 1st gen. used heuristics • 2nd gen. uses Microsoft’s gesture recognizer

@ArgesRic A BRIEF OVERVIEW OF THE INSTALLATIONS

@ArgesRic FIRST GENERATION • One passer-by per Kinect, represented by
an agent cloud • Users play with data (simple interaction) • Avatar made out of particles plucked from the stream • Avatar eventually dissolves and goes back to the stream • Pure avateering

@ArgesRic AVATAR GENERATION

@ArgesRic

@ArgesRic SECOND GENERATION • Six passer-bys per Kinect, can play
with the background streams. • More game oriented - much more complex interaction. • Three mini-games: music jam, football, hang-glider. • Mixed avateering, animation, inverse kinematics

@ArgesRic SECOND GENERATION • Six passer-bys per Kinect, can play
wit the background streams. • More game oriented - much more complex interaction. • Three mini-games: music jam, football, hang-glider. • Mixed avateering, animation, inverse kinematics

@ArgesRic AVATEERING CONSIDERATIONS

@ArgesRic CONSIDERATIONS • Visual design affects what you get to
do with a model.

@ArgesRic CONSIDERATIONS

@ArgesRic

do with a model. • Angular, faceted characters are the last sort of avatar that you want.

@ArgesRic CONSIDERATIONS

do with a model. • Abstract, faceted characters are the last sort of avatar that you want. • You’ll need to deal with expectations, in particular, with how directly you can apply Kinect data.

@ArgesRic LIMB ORIENTATION • Assumption: body orientation data is a
series of transforms in a hierarchy. • Reality: it’s only the direction that the next joint is at. • Remember: what Kinect sees is a shadow.

do with a model. • Angular, faceted characters are the last sort of avatar that you want. • You’ll need to deal with expectations, in particular, with how directly you can apply Kinect data. • You’ll trade avateering freedom for reasonable constraints.

@ArgesRic

@ArgesRic (STILL ON FREEDOM VS. AVATEERING) • Close to launch,
we get a report that the upper body is ﬁne, but legs are kicking around like crazy • Client wants users to be able to lift their legs and kick, so we can’t just lock them down

@ArgesRic

do with a model. • Angular, faceted characters are the last sort of avatar that you want. • You’ll need to deal with expectations, in particular, with how directly you can apply Kinect data. • You’ll trade avateering freedom for reasonable constraints. • The more like a person your avatar looks, the closer players will expect to be mimicked.

do with a model. • Angular, faceted characters are the last sort of avatar that you want. • You’ll need to deal with expectations, in particular, with how directly you can apply Kinect data. • You’ll trade avateering freedom for reasonable constraints. • The more like a person your avatar looks, the closer players will expect to be mimicked. • The more like a person your avatar looks, the closer players will mimic it.

@ArgesRic

@ArgesRic CONCLUSIONS

@ArgesRic CONCLUSIONS • If you need to do avateering, try
to let designers do the tweaking by providing them with tools. Avatar design may interfere with this. • Gesture recognition works great. • Combining animation and avateering is a great way to convey an impression to your users. • You’ll need to do a lot of data massaging. Make sure you schedule for it.

@ArgesRic QUESTIONS?

@ArgesRic THANKS! https://numergent.com/talks/

Multi-Kinect motion tracking and Iteractive Ins...

Multi-Kinect motion tracking and Iteractive Installations

More Decks by Ricardo J. Méndez

Other Decks in Technology

Featured

Transcript