Solar Energy News  
CAR TECH
Bioinspired camera could help self-driving cars see better
by Staff Writers
Washington DC (SPX) Oct 12, 2018

A new camera, inspired by the vision system of the mantis shrimp, features a dynamic range about 10,000 times higher than today's commercial cameras and can also image polarization information. The dynamic range and polarization capability can be seen in the light intensity image (left) and two polarization images (middle and right) acquired with the new camera. The scene imaged included a black plastic horse, an LED flashlight and a cone-shaped piece of silicon.

Inspired by the visual system of the mantis shrimp - among the most complex found in nature - researchers have created a new type of camera that could greatly improve the ability of cars to spot hazards in challenging imaging conditions.

The new camera accomplishes this feat by detecting a property of light known as polarization and featuring a dynamic range about 10,000 times higher than today's commercial cameras. Dynamic range is a measure of the brightest and darkest areas a camera can capture simultaneously. With these, the camera can see better in driving conditions such as the transition from a dark tunnel into bright sunlight or during hazy or foggy conditions.

In Optica, The Optical Society's journal for high impact research, the researchers describe the new camera, which could be mass-produced for as little as $10 apiece. The researchers say the new camera would enable cars to detect hazards, other cars and people three times farther away than color cameras used on cars today.

"In a recent crash involving a self-driving car, the car failed to detect a semi-truck because its color and light intensity blended with that of the sky in the background," said research team leader Viktor Gruev of the University of Illinois at Urbana-Champaign, USA. "Our camera can solve this problem because its high dynamic range makes it easier to detect objects that are similar to the background and the polarization of a truck is different than that of the sky."

In addition to automotive applications, the researchers are exploring using the cameras to detect cancerous cells, which exhibit a different light polarization than normal tissue, and to improve ocean exploration.

"We are beginning to reach the limit of what traditional imaging sensors can accomplish," said Missael Garcia, first author of the paper. "Our new bioinspired camera shows that nature has a lot of interesting solutions that we can take advantage of for designing next-generation sensors."

Mimicking shrimp vision
Mantis shrimp, a grouping that includes hundreds of species worldwide, have a logarithmic response to light intensity. This makes the shrimp sensitive to a high range of light intensities, allowing them to perceive very dark and very bright elements within a single scene.

To achieve a similarly high dynamic range for their new camera, the researchers tweaked the way the camera's photodiodes convert light into an electrical current. Instead of operating the photodiodes in reverse bias mode - which is traditionally used for imaging - the researchers used forward bias mode. This changed the electrical current output from being linearly proportional to the light input to having a logarithmic response like the shrimp.

For the polarization sensitivity, the researchers mimicked the way that the mantis shrimp integrates polarized light detection into its photoreceptors by depositing nanomaterials directly onto the surface of the imaging chip that contained the forward biased photodiodes. "These nanomaterials essentially act as polarization filters at the pixel level to detect polarization in the same way that the mantis shrimp sees polarization," said Gruev.

Although traditional imaging sensor fabrication processes can be used to make the sensors, they are not optimized for making photodiodes that operate in a forward bias. To compensate, the researchers developed additional processing steps to clean up the images and to improve the signal to noise ratio.

Taking the camera on the road
After testing the camera under different light intensities, colors and polarization conditions in the lab, the researchers took the camera into the field to see how well it operated in shadows as well as in bright conditions. "We used the camera under different driving lighting conditions such as tunnels or foggy conditions," said Tyler Davis, a member of the research team. "The camera handled these challenging imaging conditions without any problems."

The researchers are now working with a company that manufactures air bags to see if the new camera's high dynamic range and polarization imaging capability can be used to better detect objects to either avert a collision or deploy the air bag a few milliseconds earlier than is currently possible.

Exploring the ocean
The researchers also received funding to use the new imaging system to make small GoPro-like cameras that could be used to explore the ocean. While GPS systems such as those in cell phones do not work under water, the new camera's polarization detection capability allows it to use the polarization of sunlight in water to calculate location coordinates. In addition, the camera's high dynamic range could be used to record high quality images under water.

"We are coming full circle by taking the camera, which was inspired by mantis shrimp, to different tropical oceans to learn more about how this shrimp behaves in its natural habitat," said Gruev. "They live in shallow waters and bury themselves under corals or in little burrow. This creates a challenging high dynamic range imaging situation because there's a lot of light in the water but dim conditions inside the holes."

Research Report: "Bioinspired polarization imager with high dynamic range," Optica, 5, 10, 1240-1246 (2018).


Related Links
The Optical Society
Car Technology at SpaceMart.com


Thanks for being here;
We need your help. The SpaceDaily news network continues to grow but revenues have never been harder to maintain.

With the rise of Ad Blockers, and Facebook - our traditional revenue sources via quality network advertising continues to decline. And unlike so many other news sites, we don't have a paywall - with those annoying usernames and passwords.

Our news coverage takes time and effort to publish 365 days a year.

If you find our news sites informative and useful then please consider becoming a regular supporter or for now make a one off contribution.
SpaceDaily Contributor
$5 Billed Once


credit card or paypal
SpaceDaily Monthly Supporter
$5 Billed Monthly


paypal only


CAR TECH
Germany probes Audi over SKorea 'fraud': report
Berlin (AFP) Oct 8, 2018
German prosecutors are investigating whether Audi fraudulently obtained authorisations for some cars in South Korea by falsifying chassis numbers and test records, local media reported Monday. Basing its report on documents from Munich prosecutors probing the case, the Sueddeutsche Zeitung said employees at Audi are suspected of having modified results of tests including on pollution measurements and fuel consumption. Chassis numbers of the affected engines are also switched to cover their track ... read more

Comment using your Disqus, Facebook, Google or Twitter login.



Share this article via these popular social media networks
del.icio.usdel.icio.us DiggDigg RedditReddit GoogleGoogle

CAR TECH
In pre-vote boost for farmers, Trump to ease ethanol fuel rules

A biofuel for automated heat generation

Climate researchers: More green space, less biofuel

How a molecular signal helps plant cells decide when to make oil

CAR TECH
Model helps robots navigate more like humans do

Increasingly human-like robots spark fascination and fear

Machine learning could help regulators identify environmental violations

Machine-learning system tackles speech and object recognition, all at once

CAR TECH
Wind turbine installation vessel launching and construction supervision contract

Large-scale US wind power would cause warming that would take roughly a century to offset

UCSB mechanical engineer develops ways to improve windfarm productivity

Large-scale wind power needs more land, causes more climatic impact than previously thought

CAR TECH
To crash or swerve? Study reveals which actions taken by self-driving cars are morally defensible

Divided EU ministers agree auto emission curbs

German car industry warns CO2 targets risk jobs

'Not right away': Electric cars still have long road ahead

CAR TECH
New fuel cell concept brings biological design to better electricity generation

Efficient generation of high-density plasma enabled by high magnetic field

Flowing salt water over this super-hydrophobic surface can generate electricity

A new carbon material with Na storage capacity over 400mAh/g

CAR TECH
At Le Creusot, dimensional inspection of test pieces is going digital

New concept to cool boiling surface may help prevent nuclear power plant accidents

TVO joins FROG as EPR reactor operator

First fuel cladding tubes delivered for "Hualong-1" nuclear power plant

CAR TECH
How will climate change stress the power grid

Electricity crisis leaves Iraqis gasping for cool air

Energy-intensive Bitcoin transactions pose a growing environmental threat

Germany thwarts China by taking stake in 50Hertz power firm

CAR TECH
Secondary forests have short lifespans

Climate change, pests, fallen trees a deadly recipe for US forests

How leaves talk to roots

National parks bear the brunt of climate change









The content herein, unless otherwise known to be public domain, are Copyright 1995-2024 - Space Media Network. All websites are published in Australia and are solely subject to Australian law and governed by Fair Use principals for news reporting and research purposes. AFP, UPI and IANS news wire stories are copyright Agence France-Presse, United Press International and Indo-Asia News Service. ESA news reports are copyright European Space Agency. All NASA sourced material is public domain. Additional copyrights may apply in whole or part to other bona fide parties. All articles labeled "by Staff Writers" include reports supplied to Space Media Network by industry news wires, PR agencies, corporate press officers and the like. Such articles are individually curated and edited by Space Media Network staff on the basis of the report's information value to our industry and professional readership. Advertising does not imply endorsement, agreement or approval of any opinions, statements or information provided by Space Media Network on any Web page published or hosted by Space Media Network. General Data Protection Regulation (GDPR) Statement Our advertisers use various cookies and the like to deliver the best ad banner available at one time. All network advertising suppliers have GDPR policies (Legitimate Interest) that conform with EU regulations for data collection. By using our websites you consent to cookie based advertising. If you do not agree with this then you must stop using the websites from May 25, 2018. Privacy Statement. Additional information can be found here at About Us.