From: Subject: Jul/Aug 00: Lying With Pixels Date: Mon, 21 Aug 2000 16:42:10 -0400 MIME-Version: 1.0 Content-Type: multipart/related; boundary="----=_NextPart_000_0000_01C00B8E.C00CCDA0"; type="text/html" X-MimeOLE: Produced By Microsoft MimeOLE V5.00.3018.1300 This is a multi-part message in MIME format. ------=_NextPart_000_0000_01C00B8E.C00CCDA0 Content-Type: text/html; charset="Windows-1252" Content-Transfer-Encoding: quoted-printable Content-Location: http://www.techreview.com/articles/july00/amato.htm Jul/Aug 00: Lying With Pixels

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July/August 2000

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Lying With=20 Pixels

Seeing is no longer believing. The image you see on the = evening=20 news could well be a fake=97a fabrication of fast new = video-manipulation=20 technology.

By Ivan=20 Amato

3Dphoto=20Last year, Steven Livingston, professor = of=20 political communication at George Washington University, = astonished=20 attendees at a conference on the geopolitical pros and cons of = satellite=20 imagery. He didn=92t produce evidence of new military = mobilizations or=20 global pandemics. Instead, he showed a video of figure skater = Katarina=20 Witt during a 1998 skating competition.=20

In the clip, Witt gracefully plies the ice for about 20 = seconds. Then=20 came what is perhaps one of the most unusual sports replays ever = seen.=20 The background was the same, the camera movements were the same. = In=20 fact, the image was identical to the original in all ways except = for a=20 rather important one: Witt had disappeared, along with all signs = of her,=20 such as shadows or plumes of ice flying from her skates. In = their place=20 was exactly what you would expect if Witt had never been there = to begin=20 with=97the ice, the walls of the rink and the crowd.=20

So what=92s the big deal, you ask. After all, Stalin=92s = staff routinely=20 airbrushed persona non grata out of photos more than a = half-century ago.=20 And Woody Allen ushered a variation on reality morphing into the = movies=20 17 years ago with Zelig, in which he inserted himself = next to=20 Adolf Hitler and Babe Ruth. In films such as Forrest Gump = and=20 Wag the Dog, reality twisting has become commonplace.=20

What sets the Witt demo apart=97way apart=97is that the = technology used=20 to =93virtually delete=94 the skater can now be applied in real = time, live,=20 even as a camera records a scene and instantly broadcasts it to = viewers.=20 In the fraction of a second between video frames, any person or = object=20 moving in the foreground can be edited out, and objects that = aren=92t=20 there can be edited in and made to look real. =93Pixel = plasticity,=94=20 Livingston calls it. The implication for those at the satellite = imagery=20 conference was sobering: Pictures from orbit may not necessarily = be what=20 the satellite=92s electronic camera actually recorded.=20

But the ramifications of this new technology reach beyond = satellite=20 imagery. As live electronic manipulation becomes practical, the=20 credibility of all video will become just as suspect as Soviet = Cold War=20 photos. The problem stems from the nature of modern video. Live = or not,=20 it is made of pixels, and as Livingston says, pixels can be = changed.=20

The best-known examples of real-time video manipulation so = far are=20 =93virtual insertions=94 in professional sports broadcasts. Last = January 30,=20 for instance, nearly one-sixth of humankind in more than 180 = countries=20 repeatedly saw an orange first-down line stretched across the = gridiron=20 as they watched the Super Bowl. Princeton Video Imaging (PVI) in = Lawrenceville, N.J., created that line, stored it in a computer, = and=20 inserted it into the live feed of the broadcast. To help = determine where=20 to insert the orange pixels, several game cameras were fitted = with=20 sensors that tracked the cameras spatial positions and zoom = levels.=20 Adding to the illusion of reality was the ability of the PVI = system to=20 make sure that players and referees occlude the virtual line = when their=20 bodies traverse it.=20

Last spring and summer, as PVI and rivals such as New = York-based=20 Sportvision were airing virtual insertion products, including = simulated=20 billboards on walls behind major league batters, a team of = engineers=20 from Sarnoff Corp. in Princeton, N.J., flew to the Coalition = Allied=20 Operations Center of NATO=92s Operation Allied Force in Vicenza, = Italy.=20 Their mission: transform their experimental video processing = technology=20 into an operational tool for rapidly locating and targeting = Serbian=20 military vehicles in Kosovo. The project was dubbed TIGER, for=20 =93targeting by image georegistration.=94 =93Our goal was to be = able to fire=20 precision-guided munitions at Serbian military vehicles=97just = dial in the=20 coordinates and the thing goes,=94 explains Michael Hansen, a = young,=20 caffeinated Sarnoff gadgeteer who can hardly believe he was = helping=20 fight a war last year.=20

Compared to PVI=92s job, the military=92s technical task was = more=20 difficult=97and the stakes were much higher. Instead of altering = a=20 football broadcast, the TIGER team manipulated a live video feed = from a=20 Predator, an unmanned reconnaissance craft flying some 450 = meters above=20 Kosovo battlefields. Rather than superimposing virtual lines or = ads into=20 sports settings, the task was to overlay, in real time, = =93georegistered=94=20 images of Kosovo onto the corresponding scenes streaming in live = from=20 the Predator=92s video camera. The terrain images had been = previously=20 captured with aerial photography and digitally stored. The TIGER = system,=20 which automatically detected moving objects against the = background,=20 could almost instantly feed to the targeting officers the = coordinates=20 for any piece of Serbian hardware in the Predator=92s view. This = was quite=20 a technical feat, since the Predator was moving and its angle of = view=20 was constantly changing, yet those views had to be = electronically=20 aligned and registered with the stored imagery in less than=20 one-thirtieth of a second (to match the frame rate of video = recording).=20

In principle, the targeting step could have been hotwired to=20 precision guided weapons. =93We weren=92t actually doing that in = Allied=20 Force,=94 Hansen notes. =93We were just telling targeting = officers exactly=20 where Serbian targets were and then they would vector in planes = to go=20 strike the targets.=94 That way the human decision makers could = pre-empt=20 flawed machine-made decisions. According to the Defense Advanced = Research Projects Agency, TIGER technology was used extensively = in the=20 final three weeks of the Kosovo operation, during which =9380 to = 90=20 percent of the mobile targets were hit.=94=20

So far, real-time video manipulation has been within the = grasp only=20 of technologically sophisticated organizations such as TV = networks and=20 the military. But developers of the technology say it=92s = becoming simple=20 and cheap enough to spread everywhere. And that has some = observers=20 wondering whether real-time video manipulation will erode public = confidence in live television images, even when aired by news = outlets.=20 =93Seeing may no longer be believing,=94 says Norman Winarsky, = corporate=20 vice president for information technology at Sarnoff. =93You may = not know=20 what to trust.=94=20

The Sublime to the Ridiculous

A crude form of video manipulation already is happening in = the=20 satellite imagery community. The weekly publication Space = News=20 reported earlier this year that the Indian government releases = imagery=20 from its remote-sensing satellites only after defense facilities = have=20 been =93processed out.=94 In this case, it=92s not real-time = manipulation and=20 it=92s up front, like a censor=92s black marker. But pixels are = plastic. It=20 is perfectly possible now to insert sets of pixels into = satellite=20 imagery data that interpreters would view as battalions of = tanks, or war=20 planes, or burial sites, or lines of refugees, or dead cows that = activists claim are victims of a biotech accident.=20

A demo tape supplied by PVI bolsters the point in the prosaic = setting=20 of a suburban parking lot. The scene appears ordinary except for = a=20 disturbing feature: Amidst the SUVs and minivans are several = parked=20 tanks and one armored behemoth rolling incongruously along. = Imagine a=20 tape of virtual Pakistani tanks rolling over the border into = India=20 pitched to news outlets as authentic, and you get a feel for the = kind of=20 trouble that deceptive imagery could stir up.=20

Commercial suppliers of virtual insertion services are too = focused on=20 new marketing opportunities to worry much about geopolitics. = They have=20 their eyes on far more lucrative markets. Suddenly those large = stretches=20 of programming between commercials=97the actual show, that = is=97become=20 available for billions of dollars worth of primetime = advertising. PVI=92s=20 demo tape, for instance, includes a scene in which a Microsoft = Windows=20 box appears=97virtually, of course=97on the shelf of Frasier = Crane=92s studio.=20 This kind of product placement could become more and more = important as=20 new video recording technologies such as TiVo and RePlayTV give = viewers=20 more power to edit out commercials.=20

Dennis Wilkinson, a Porsche-driving, sports-loving marketing = expert=20 who became CEO of 10-year-old PVI about a year ago, couldn=92t = be happier=20 about that. Wilkinson=92s eyes gleam when he describes a (near) = future in=20 which virtual insertion technology pushes advertisements to the=20 personalized extreme. Combined with data-mining services by = which=20 browsers=92 individual likes, dislikes and purchasing patterns = can be=20 relentlessly tracked and analyzed, virtual insertion opens up = the=20 ability to shunt personally targeted advertisements over phone = lines or=20 cables to Web users and TV viewers. Say you like Pepsi but your = neighbor=20 next door likes Coke and your neighbor across the street likes=20 Seven-Up=97the kind of data harvestable from supermarket = checkout records.=20 It will become possible to tailor the soft-drink image in the = broadcast=20 signal to reach each of you with your preferred brand.=20

Just 15 minutes up the road from PVI, Sarnoff=92s Winarsky is = also=20 glowing=97not so much about capturing market share as about the=20 transforming power of the technology. Sarnoff has a = distinguished=20 history in that regard; the company is the descendant of RCA=20 Laboratories, which started innovating in television technology = in the=20 early 1940s and has given birth to a plethora of media = technologies. The=20 color TV picture tube, liquid crystal displays and = high-definition TV=20 all came, at least in part, from RCA qua Sarnoff, which has five = technical Emmys in its lobby.=20

The ability to manipulate video data in real time, he says, = has just=20 as much potential as some of these forerunners. =93Now that you = can alter=20 video in real time, you have changed the world,=94 he says. That = may sound=20 inflated, but after looking at the Katarina Witt demo, = Winarsky=92s talk=20 of =93changing the world=94 loses some of its air of hyperbole.=20

Deleting people or objects from live video, or inserting = prerecorded=20 people or objects into live scenes, is only the beginning of the = deceptions becoming possible. Pretty much any piece of video = that has=20 ever been recorded is becoming clip art that producers can = digitally=20 sculpt into the story they want to tell, according to Eric = Haseltine,=20 senior vice president for R&D at Walt Disney Imagineering in = Glendale, Calif. With additional video manipulation = technologies,=20 previously recorded actors can be made to say and do things they = have=20 never actually done or said. =93You can have dead actors star = again in=20 entirely new movies,=94 says Haseltine.=20

Contemporary shots featuring footage of dead performers have = been=20 around for several years. But the Hollywood illusion-craft that, = for=20 example, inserted John Wayne into a TV commercial required = painstaking,=20 frame-by-frame post-production work by skilled technicians. = There=92s a=20 big difference now, says Haseltine: =93What used to take an hour = [per=20 video frame], now can be done in a sixtieth of a second.=94 This = dramatic=20 speed-up means that manipulation can be done in real time, on = the fly,=20 as a camera records or broadcasts. Not only can John Wayne, Fred = Astaire=20 or Saddam Hussein be virtually inserted into pre-produced ads, = they=20 could be inserted into, say, a live broadcast of The Drew = Carey=20 Show.=20

The combination of real-time, virtual insertion with existing = and=20 emerging post-production techniques opens up a world of = manipulative=20 opportunity. Consider Video Rewrite technology, which its = developers at=20 the Interval Corp. and the University of California, Berkeley = first=20 demonstrated publicly three years ago. With just a few minutes = of video=20 of someone talking, their system captures and stores a set of = video=20 snapshots of the way that a person=92s mouth-area looks and = moves when=20 saying different sets of sounds. Drawing from the resulting = library of=20 =93visemes=94 makes it possible to depict the person seeming to = say anything=20 the producers dream up=97including utterances that the subject = wouldn=92t be=20 caught dead saying.=20

In one test application, computer scientist Christoph = Bregler, now of=20 Stanford University, and colleagues digitized two minutes of=20 public-domain footage of President John F. Kennedy speaking = during the=20 Cuban missile crisis in 1962. Using the resulting viseme = library, the=20 researchers created =93animations=94 of Kennedy=92s mouth saying = things he=20 never said, among them, =93I never met Forrest Gump.=94 With = technology like=20 this, near-future political activists conceivably will be able = to=20 orchestrate webcasts of their opponents saying things that might = make=20 Howard Stern sound like a mensch.=20

Haseltine believes video manipulation techniques will quickly = be=20 carried to their logical extreme: =93I can predict with absolute = certainty,=94 he says, =93that one person sitting at a computer = will be able=20 to write a script, design characters, do the lighting and = wardrobe, do=20 all of the acting and dialog, and post production, distribute it = on a=20 broadband network, do all of this on a laptop=97and viewers = won=92t know the=20 difference.=94=20

The End of Authenticity

So far, the widely witnessed applications of real-time video=20 manipulation have been in benign arenas like sports and = entertainment.=20 Already last year, however, the technology began diffusing = beyond these=20 venues into applications that raised eyebrows. Last fall, for = instance,=20 CBS hired PVI to virtually insert the network=92s familiar logo = all over=20 New York City=97on buildings, billboards, fountains and other=20 places-during broadcasts of the network=92s The Early = Show. The=20 New York Times ran a front-page story in January raising = questions=20 about the journalistic ethics of altering the appearance of what = is=20 really there.=20

The combination of real-time virtual insertion, = cyber-puppeteering,=20 video rewriting and other video manipulation technologies with a = mass-media infrastructure that instantly delivers news video = worldwide=20 has some analysts worried. =93Imagine you are the government of = a=20 hypothetical country that wants more international financial=20 assistance,=94 says George Washington University=92s Livingston. = =93You might=20 send video of a remote area with people starving to death and it = may=20 never have happened,=94 he says.=20

Haseltine agrees. =93I=92m amazed that we have not seen phony = video,=94 he=20 says, before backpedaling a bit: =93Maybe we have. Who would = know?=94=20

It=92s just the sort of scenario played out in the 1998 movie = Wag=20 the Dog, in which top presidential aides conspire with a = Hollywood=20 producer to televise a virtually crafted war between the United = States=20 and Albania to deflect attention from a budding Presidential = scandal.=20 Haseltine and others wonder when reality will imitate art = imitating=20 reality.=20

The importance of the issue will only intensify as the = technology=20 becomes more accessible. What now typically requires an $80,000 = box of=20 electronics the size of a small refrigerator should soon be = doable with=20 a palm-sized card (and ultimately a single chip) that fits = inside a=20 commercial video recorder, according to Winarsky. =93This will = be=20 available to people in Circuit City,=94 he says. Consumer gear = for virtual=20 video insertion is likely to require a camcorder with a = specialized=20 image-processing card or chip. This hardware will take signals = from the=20 camera=92s electronic image sensors and convert them into a form = that can=20 be analyzed and manipulated in a computer using appropriate=20 software=97much as photo editors at newspapers use Adobe = Photoshop and=20 other programs to =93clean up=94 digital image files. A home = user might, for=20 instance, insert absent family members into the latest reunion = tape or=20 remove strangers they would prefer not to be in the = scene=97bringing=20 Soviet-style historical revisions right into the family den.=20

Combine the potential erosion of faith in video authenticity = with the=20 so-called =93CNN effect=94 and the stage is set for deception to = move the=20 world in new ways. Livingston describes the CNN effect as the = ability of=20 mass media to go beyond merely reporting what is happening to = actually=20 influencing decision-makers as they consider military, = international=20 assistance and other national and international issues. =93The = CNN effect=20 is real,=94 says James Currie, professor of political science at = the=20 National Defense University at Fort McNair in Washington. = =93Every office=20 you go into at the Pentagon has CNN on.=94 And that means, he = says, that a=20 government, terrorist or advocacy group could set geopolitical = events in=20 motion on the strength of a few hours=92 worth of credibility = achieved by=20 distributing a snippet of well-doctored video.=20

With experience as an army reservist, as a staffer with a = top-secret=20 clearance on the Senate=92s Intelligence Committee, and as a = legislative=20 liaison for the Secretary of the Army, Currie has seen = governmental=20 decision-making and politicking up close. He is convinced that = real-time=20 video manipulation will be, or already is, in the hands of the = military=20 and intelligence communities. And while he has no evidence yet = that any=20 government or nongovernment organization has deployed video = manipulation=20 techniques, real-time or not, for political or military = purposes, he has=20 no problem conjuring up disinformation scenarios. For example, = he says,=20 consider the impact of a fabricated video that seemed to show = Saddam=20 Hussein =93pouring himself a Scotch and taking a big drink of = it. You=20 could run it on Middle Eastern television and it would totally = undermine=20 his credibility with Islamic audiences.=94=20

For all the heavy breathing, however, some experts remain = unconvinced=20 that real-time video manipulation poses a real threat, no matter = how=20 good the technology gets. John Pike, an analyst of the = intelligence=20 community for the Federation of American Scientists in = Washington, D.C.,=20 says the credibility risks are simply too great for governments = or=20 serious organizations to get caught attempting to spoof the = public. And=20 for the organizations that would be willing to risk it, says = Pike, the=20 news folks=97knowing just what the technology can do=97will = become=20 increasingly vigilant.=20

=93If some human rights organization popped up at CNN with = some video,=20 particularly an organization they were not familiar with, I = would think=20 that [CNN] would consider that radioactive,=94 says Pike. Same = goes for=20 nongovernmental organizations (NGOs). =93No responsible director = of an=20 established organization would authorize such a thing. And they = would=20 fire on the spot anyone caught doing it. The stock-in-trade of = NGO=20 policy organizations is that =92we tell the truth.=92=94=20

Even cool heads like Pike, however, concede that the = media=92s fortress=20 of skepticism has an Achilles heel: the Internet. =93The issue = is not so=20 much your ability to get fake video on CNN, but to get it = online,=94 he=20 says. That=92s because so much Internet content is unfiltered. = =93This could=20 play into the phenomenon in the news production process where = you would=20 not replicate the original report, but you might report that it = was=20 reported,=94 says Pike. And that could cascade into a CNN = effect. =93These=20 are undoubtedly experiments that will be done,=94 Pike says.=20

The trouble is, says Livingston, it may only take a few such=20 experiments to forever make people question the authenticity of = video.=20 That could have enormous repercussions for military, = intelligence and=20 news operations. An ironic sociological consequence might = emerge: a=20 return to heavier reliance on unmediated face-to-face = communication. In=20 the meantime, though, there will undoubtedly be some interesting = twists=20 and turns as pixels become ever more plastic.

Ivan Amato is a correspondent for National Public Radio = and the=20 author of Stuff: The Materials the World Is Made Of a = chronicle=20 of cutting-edge research in materials science.

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Tell us what you think about this article=97send your = comments to letters@techreview.com. = Please=20 include your city and telephone number. Letters may be edited = for=20 clarity and length.

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