NAB 2018: IBM Watson on Refining AI for Closed Captioning

Closed captioning isn’t just for the hard-of-hearing anymore. According to Digiday, 85 percent of Facebook video is viewed without sound. That signals a trend of viewers who prefer to watch closed captioning, putting the heat on solutions providers to come up with compliant systems that are also accurate and speedy. With artificial intelligence, says IBM Watson Media senior offering manager David Kulczar, closed captioning can be enhanced to go beyond transcription, and automatically identify background audio descriptions. Continue reading NAB 2018: IBM Watson on Refining AI for Closed Captioning

NAB 2018: Artificial Intelligence Tools for Animation and VFX

Tools powered by artificial intelligence and machine learning can also be used in animation and visual effects. Nvidia senior solutions architect Rick Grandy noted that the benefit of such tools is that artists don’t have to replicate their own work. That includes deep learning used for realistic character motion created in real-time via game engines and AI, as well as a phase-functioned neural network for character control, whereby the network can be trained by motion capture or animation. Continue reading NAB 2018: Artificial Intelligence Tools for Animation and VFX

NAB 2018: Potential Impact of AI on Storytelling, Moviemaking

Do Androids dream of making movies? That was the provocative question posed in a conversation at the Future of Cinema conference track at NAB. Universal Pictures head of creative technologies Annie Chang led a discussion with ETC@USC data scientist Yves Bergquist, who is also chief executive of the AI firm Novamente, and IBM Watson Media senior product manager David Kulczar. Bergquist began with the definition of AI: “the design of optimal behavior of agents in known or unknown computable environments.” Continue reading NAB 2018: Potential Impact of AI on Storytelling, Moviemaking

NAB 2018: AWS Machine-Learning Tools for Content Creation

At a conference track on machine learning during the NAB Show in Las Vegas, Amazon Web Services M&E worldwide technical leader Usman Shakeel described his company’s toolsets. Shakeel addressed up front the question of whether machine learning can replace human creativity. “Can content ever create itself?” he asked. He emphasized that, in today’s world, machine-learning (ML) tools are being used to create efficient workflows, and curate and extract massive amounts of metadata. Continue reading NAB 2018: AWS Machine-Learning Tools for Content Creation

NAB 2018: Distinct Traits of Gen Z, The YouTube Generation

Call them Gen Z, or Plurals or Centennials. But whatever you do, don’t call these 14- to 19-year-olds millennials. During one of NAB’s Future of Cinema sessions, ETC Immersive Media Initiative lead Phil Lelyveld described Gen Z and what makes them distinct from the much more familiar millennials. For starters, he said, they spend only 13.2 hours a week watching TV, the lowest number of any preceding generation. Lelyveld also noted that the exact definition, by age, of Gen Z is undetermined, but behaviors are clear. Continue reading NAB 2018: Distinct Traits of Gen Z, The YouTube Generation

NAB 2018: Pew Examines Gap Between TV and Online News

At NAB in Las Vegas, Pew Research Center research associate Mike Barthel looked at “tradition in transition,” or how television news is faring in an increasingly online digital environment. He pointed to a 2012 Pew Research article that predicted that, “in a changing news landscape, even television is vulnerable.” Yet, surprisingly, six years later, more people still get their news from local TV rather than the web. The gap continues to close, however, from 19 points in 2016 to a mere seven-point gap in 2017. Continue reading NAB 2018: Pew Examines Gap Between TV and Online News

NAB 2018: Hollywood Pushes HDR Production, Post – Part 1

At NAB 2018 in Las Vegas, a panel of Hollywood leaders described the progress of high dynamic range (HDR) as part of the motion picture, TV, and home entertainment pipelines. They also revealed some of the pitfalls that continue to bedevil adoption of the new standard, as well as spell out the changes that need to take place for HDR to be fully embraced. Sony Pictures Entertainment senior vice president, technology Bill Baggelaar noted however that, “consumers have a preference for HDR,” underlining its inevitability. Continue reading NAB 2018: Hollywood Pushes HDR Production, Post – Part 1

NAB 2018: Hollywood Pushes HDR Production, Post – Part 2

Much of the spotlight for HDR has been in the theatrical space, but this NAB panel highlighted the move towards high dynamic range in home entertainment. The limited number of HDR hero monitors is only one of the challenges addressed, with the panel also focusing on the issue of judder and several other issues that the industry must address before HDR can become widely adopted. Direct view cinema displays, with true HDR capabilities, are also poised to make an impact. Continue reading NAB 2018: Hollywood Pushes HDR Production, Post – Part 2

ETC@USC to Present Sessions at the NAB Show in Las Vegas

ETC is participating in a restructured/streamlined NAB Show schedule (April 7-12, Las Vegas Convention Center). ETC directors Yves Bergquist (data & analytics), Phil Lelyveld (immersive media) and Seth Levenson (adaptive production) have programmed sessions for the Next-Generation Media Technologies education track, focusing on AI and machine learning, immersive media and cloud technology. The sessions are scheduled for Monday-Wednesday in North Hall 257. In addition, ETC will present Future of Cinema sessions in South Hall 222/223 on Sunday, April 8, prior to Monday’s official NAB Show floor opening. Continue reading ETC@USC to Present Sessions at the NAB Show in Las Vegas

NAB Program to Look at Machine Intelligence, Content Creation

As part of the Next-Generation Media Technologies education track at the upcoming NAB Show in Las Vegas, a half-day conference produced by Rochelle Winters will examine the latest trends in Machine Intelligence and Content Creation (Tuesday, April 10, 9:00 am – 12:00 pm). The program will examine how studios, creative service companies and filmmakers are using machine learning, deep learning and artificial intelligence to help produce content. Leading technologists, production execs and content creators will share the latest research and case studies involving machine intelligence. Continue reading NAB Program to Look at Machine Intelligence, Content Creation

ETC@USC to Present Sessions at the NAB Show in Las Vegas

ETC is participating in a restructured/streamlined NAB Show schedule (April 7-12, Las Vegas Convention Center). ETC directors Yves Bergquist (data & analytics), Phil Lelyveld (immersive media) and Seth Levenson (adaptive production) have programmed sessions for the Next-Generation Media Technologies education track, focusing on AI and machine learning, immersive media and cloud technology. The sessions are scheduled for Monday-Wednesday in North Hall 257. In addition, ETC will present Future of Cinema sessions in South Hall 222/223 on Sunday, April 8, prior to Monday’s official NAB Show floor opening. Continue reading ETC@USC to Present Sessions at the NAB Show in Las Vegas

NAB Program to Look at Machine Intelligence, Content Creation

As part of the Next-Generation Media Technologies education track at the upcoming NAB Show in Las Vegas, a half-day conference produced by Rochelle Winters will examine the latest trends in Machine Intelligence and Content Creation (Tuesday, April 10, 9:00 am – 12:00 pm). The program will examine how studios, creative service companies and filmmakers are using machine learning, deep learning and artificial intelligence to help produce content. Leading technologists, production execs and content creators will share the latest research and case studies involving machine intelligence. Continue reading NAB Program to Look at Machine Intelligence, Content Creation

TV Globo Brazil Debuts OTT Simulcast, VOD, 4K in the Cloud

At NAB 2016, Globo Play TV program manager Marcos Rayol described that the Brazilian broadcaster’s OTT effort, Globo Play, offers simulcast, VOD and 4K in the cloud. Developing the concept was the most difficult part. “We spent a lot of time developing interfaces,” he said. “Once we began coding it, it was very straightforward.” Brazil has 115 million people with Internet access, 38 percent of whom have broadband connections. Of the 80 million with smartphones, only 34 percent accessed video in 2015. Continue reading TV Globo Brazil Debuts OTT Simulcast, VOD, 4K in the Cloud

NAB 2016: Sphericam and Liquid Cinema Look to Advance VR

Two companies at last week’s NAB Show, Sphericam and Liquid Cinema, are making interesting contributions to the advancement of VR Cinema. Sphericam is preparing to launch a 6-sensor, 4-microphone spherical camera the size of a baseball into the prosumer market. The camera can internally stitch at 30 fps and, with an attached PC, output 60 fps live video. Liquid Cinema has developed a comprehensive yet simple-to-use software package for editing VR footage, adding effects, and, most interestingly, re-establishing the director’s intent for where viewers should look at cut-points within the video. Continue reading NAB 2016: Sphericam and Liquid Cinema Look to Advance VR

ETC’s Virtual Reality Summit Dives Into the Business of VR

In a panel on the business of VR during ETC’s Virtual Reality Summit at NAB 2016, moderator Scott Lenet, president of Touchdown Ventures, asked panelists what will determine critical mass for VR. “All these new industries start with a lot of confusion over the right business model and technology,” said Reality Lab chief executive Halsey Minor, who is also chair/co-founder of Voxelus. “VR is right in the middle of that early confusing stage. But I do believe that this wave will move faster than any before it — by a longshot.” Continue reading ETC’s Virtual Reality Summit Dives Into the Business of VR

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