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New algorithm makes CT scan more accessible

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New algorithm makes CT scan more accessible


A peek inside art objects: new algorithm makes CT scan more accessible
An example of the scans that can be made using Bossema’s method. Left: Python Killing a Gnu, Antoine-Louis Barye (J. Paul Getty Museum, 85.SE.48). Middle: X-ray of Python Killing a Gnu, with ball bearings visible as black dots. Right: Cross-section through the CT reconstruction, showing the structure of the object and various materials used. Credit: Leiden University

An X-ray scanner, some small metal balls, and a newly developed algorithm. That is all you need to make a 3D model that enables you to look inside art objects without dismantling them. Thanks to the research of Francien Bossema (Centrum Wiskunde & Informatica and Leiden Institute of Advanced Computer Science), museums can now use existing X-ray equipment as CT scanners, without having to buy such a costly and complicated device.

What is on the inside of an art object? To answer that question, art experts can use an X-ray machine. Some museums own one for inspecting their objects. They use the machine to see whether an object has woodworm, for example, and to what extent. But such X-rays have drawbacks.

You see everything on top of each other with no depth, so you can never really make a cross-section of the object. A CT scanner can do that but not many museums can afford one. Bossema and her supervisor Joost Batenburg wondered: can we make better use of what we already have?

X-ray machine becomes aspiring CT scanner

A CT scanner is actually an X-ray scanner that captures the object from all angles. So you take hundreds or thousands of X-rays in a row. You then use a reconstruction algorithm to use those photos to create a 3D model of the object, which you can digitally slice in different directions.

With a professional CT scanner, as in a hospital, the knowledge of the exact position of all parts is automated. Bossema has now developed an algorithm to gather that knowledge after the scan has been made. Thus, a simple X-ray scanner becomes an aspiring CT scanner.

Metal balls as placeholders

We’ve heard about the X-ray scanner and the algorithm, but what about those small metal balls? Bossema said, “To make a CT scan, you need to be able to move the X-ray machine around the object. When you do that, you have to know exactly where everything was during the scan. Where is the source in relation to the turntable? How many degrees are we rotated between two X-rays? Where is the detector located? All these places you need to know very precisely. That’s why we put small metal balls next to the object.”

These balls have a very high density and become thick black dots on the X-ray photo. “We look for black dots on those X-rays, which naturally move when you turn the object. With these reference points, you can calculate how much the object has been rotated. If you know that for all the photos, you can construct a 3D image of the object,” she added.

Building bridges between the beta and art world

Bossema tested the algorithm at four different locations, including three museums. At the Rijksmuseum in Amsterdam and the British Museum in London, she did the measurements herself. At the J. Paul Getty Museum in Los Angeles, she provided instructions only via e-mail and Zoom. With this, Bossema concludes that the method could be generally applicable.

She said, “If you know the Python programming language, you can basically use my software. But for art experts, it might be a bridge too far.” A more accessible user interface could help, but that is beyond Bossema’s research. She hopes someone will have the time and space to take the project further.

Building bridges between science and art research really attracts Bossema. “My research also really has a practical application. I have not only written my own articles about the algorithm and the technique behind it, but I also co-wrote articles by colleagues, because I have collaborated with my technique on projects by other researchers at the museum. I really like that, that my research in turn also facilitates the work of my colleagues,” she explained.

For now, Bossema is not ready to leave the museum world. This summer, she will spend ten weeks working with CT scans at the Getty in Los Angeles, and she is also a postdoc fellow at the Rijksmuseum Amsterdam.

Besides mathematics, Bossema studied science communication. This helped her a lot during her Ph.D. research, she says. “This project involves a lot of communication because I work with people at the museum who have a very different background from mine. They often don’t know what an algorithm is, or what a CT scanner can do for their work. I find it very much fun and important to understand what they need. Not everyone in mathematics finds this communication aspect interesting. So that does make me unique as a researcher.”

Provided by
Leiden University


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A peek inside art objects: New algorithm makes CT scan more accessible (2024, June 11)
retrieved 24 June 2024
from https://techxplore.com/news/2024-06-peek-art-algorithm-ct-scan.html

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Innovative bird eye–inspired camera developed for enhanced object detection

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Innovative bird eye–inspired camera developed for enhanced object detection


Innovative bird-eye-inspired camera developed for enhanced object detection
Figure 1. Structures and functions of bird’s eye. (a) Bird vision. (b) Deep central fovea and four types of cones. (c) Foveated vision and tetrachromatic vision. Credit: Science Robotics (2024). DOI: 10.1126/scirobotics.adk6903

The eyes of raptors can accurately perceive prey from kilometers away. Is it possible to model camera technology after birds’ eyes? Researchers have developed a new type of camera that is inspired by the structures and functions of birds’ eyes. A research team led by Prof. Kim Dae-Hyeong at the Center for Nanoparticle Research within the Institute for Basic Science (IBS), in collaboration with Prof. Song Young Min at the Gwangju Institute of Science and Technology (GIST), has developed a perovskite-based camera specializing in object detection.

The work is published in the journal Science Robotics.

The eyes of different organisms in the natural world have evolved and been optimized to suit their habitat. As a result of countless years of evolutionary adaptation and flying at high altitudes, bird eyes have developed unique structures and visual functions.

In the retina of an animal’s eye, there is a small pit called the fovea that refracts the light entering the eye. Unlike the shallow foveae found in human eyes, bird eyes have deep central foveae, which refract the incoming light to a large extent. The region of the highest cone density lies within the foveae (Figure 1b), allowing the birds to clearly perceive distant objects through magnification (Figure 1c). This specialized vision is known as foveated vision.

While human eyes can only see visible light, bird eyes have four cones that respond to ultraviolet (UV) as well as visible (red, green, blue; RGB) light. This tetrachromatic vision enables birds to acquire abundant visual information and effectively detect target objects in a dynamic environment (Figure 1c).

Innovative bird-eye-inspired camera developed for enhanced object detection
Figure 2. Bird-eye-inspired camera. (a) Schematic view of bird-eye-inspired camera. (b) Artificial fovea. (c) Schematic of a multispectral image sensor. (d) Multispectral image sensor. Credit: Science Robotics (2024). DOI: 10.1126/scirobotics.adk6903

Inspired by these capabilities, the IBS research team designed a new type of camera that specializes in object detection, incorporating artificial fovea and a multispectral image sensor that responds to both UV and RGB (Figure 2a).

First, the researchers fabricated the artificial fovea by mimicking the deep central foveae in the bird’s eyes (Figure 2b) and optimized the design through the optical simulation. This allows the camera to magnify distant target objects without image distortion.

The team then used perovskite, a material known for its excellent electrical and optical properties, to fabricate the multispectral image sensor. Four types of photodetectors were fabricated using different perovskite materials that absorb different wavelengths. The multispectral image sensor was finally fabricated by vertically stacking the four photodetectors (Figure 2c and 2d).

The first co-author Dr. Park Jinhong states, “We also developed a new transfer process to vertically stack the photodetectors. By using the perovskite patterning method developed in our previous research, we were able to fabricate the multispectral image sensor that can detect UV and RGB without additional color filters.”

Innovative bird-eye-inspired camera developed for enhanced object detection
Figure 3. Performance of the bird-eye-inspired camera. (a) Setup for measurement. (b) Bird-eye-inspired camera perceives both the distant object (star) through magnification in the foveal region and nearby objects (triangle, square, circle) in the peripheral region. (c, d) The multispectral image sensor can distinguish UV and RGB light without color filters and capture colored images. Credit: Science Robotics (2024). DOI: 10.1126/scirobotics.adk6903

Conventional cameras that use a zoom lens to magnify objects have the disadvantage of focusing only on the target object and not its surroundings. On the other hand, the bird-eye-inspired camera provides both a magnified view of the foveal region along with the surrounding view of the peripheral region (Figure 3a and 3b).

By comparing the two fields of vision, the bird-eye-inspired camera can achieve greater motion detection capabilities than the conventional camera (Figure 3c and 3d). In addition, the camera is more cost-effective and lightweight as it can distinguish UV and RGB light without additional color filters.

The research team verified the object recognition and motion detection capabilities of the developed camera through simulations. In terms of object recognition, the new camera demonstrated a confidence score of 0.76, which is about twice as high as the existing camera system’s confidence score of 0.39. The motion detection rate also increased by 3.6 times compared to the existing camera system, indicating significantly enhanced sensitivity to motion.

“Birds’ eyes have evolved to quickly and accurately detect distant objects while in flight. Our camera can be used in areas that need to detect objects clearly, such as robots and autonomous vehicles. In particular, the camera has great potential for application to drones operating in environments similar to those in which birds live,” remarked Prof. Kim.

This innovative camera technology represents a significant advancement in object detection, offering numerous potential applications across various industries.

More information:
Jinhong Park et al, Avian eye–inspired perovskite artificial vision system for foveated and multispectral imaging, Science Robotics (2024). DOI: 10.1126/scirobotics.adk6903

Citation:
Innovative bird eye–inspired camera developed for enhanced object detection (2024, May 30)
retrieved 24 June 2024
from https://techxplore.com/news/2024-05-bird-eyeinspired-camera.html

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A virtual reality pegboard test shows performance does not always match user preference

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A virtual reality pegboard test shows performance does not always match user preference


A virtual reality pegboard test shows performance does not always match user preference
VR pegboard image and study participant. Credit: Laurent Voisard et al

Virtual hand interactions are one of the most common and useful applications that virtual reality (VR) systems offer users. But, as a new Concordia-led study shows, personal preference remains an important factor in how the technology is applied, regardless of the effect on overall performance.

In a paper presented at the IEEE International Symposium on Mixed and Augmented Reality (ISMAR) in October 20203, the researchers shared their findings from experiments involving participants performing repetitive tasks on a VR-based Purdue Pegboard Test (PPT).

One of the many applications of PPT is as a therapeutic tool for patients who have suffered neurological damage, such as a stroke. It is designed to improve gross and fine motor skills.

The participants were equipped with a VR headset. They were then instructed to pick up a virtual object and place it in a hole as quickly and as accurately as possible. Variations involved using dominant and non-dominant hands, both hands and assembly tasks.

The tasks were repeated across three separate modes. In the first instance, the user’s virtual hand was opaque, meaning they could not through see through it. In the second instance, the outline of the user’s hand was visible but the hand itself was transparent. And in the third case, the hand disappeared once the peg was picked up.

Metrics such as duration, downtime, movement time, path length, linear velocity, angle and angular velocity were recorded.

The opaque hands were found to have performed noticeably slower. Users opened their fingers more narrowly and performed fewer tasks when compared to invisible hand visualization.

“This is what we hypothesized, because the invisible hand visualization does not occlude the object the participant is holding,” says lead author Laurent Voisard. “The invisible hand gives users more control and lets them see where they are placing their peg better. It also increases motor dexterity when performing movements requiring fine hand movements. This case could be used to create more effective and efficient medical applications in VR.

“But the participants did not all necessarily prefer the invisible hand,” he adds. “In fact, 10 participants said they preferred the transparent hand while seven chose the opaque hand. Seven others selected the invisible hand.”

A virtual reality pegboard test shows performance does not always match user preference
left to right: Transparent hand, opaque hand, invisible hand. Credit: Laurent Voisard et al

Participants who preferred the transparent hand emphasized that they felt the hands and the environment were easier to perceive at the same time. They also said it was easy to interact with the objects.

Participants who preferred the opaque hand said movements were easier to track and control. Conversely, participants who liked the invisible hand said they found it easier and more comfortable to accomplish the task and to understand when it was completed.

Personalizing home rehab

The researchers say they hope the study can serve as a basis for more research. Potential topics include how VR and PPT can be used therapeutically, and how they can be applied in technical fields such as surgery planning.

“Every individual is different, so they will have different preferences. That is why we recommend giving users the choice of how they visualize their VR experience,” says co-author Anil Ufuk Batmaz, an assistant professor the Department of Computer Science and Software Engineering at the Gina Cody School of Engineering and Computer Science. Batmaz is also the director of the EXIT Lab.

“One visualization may have better results. But if it is not preferred by users, then they may not use the system at all.”

“The PPT is often used as a diagnostic tool by neurologists for people who have suffered brain injuries or strokes. However, it can also be used for rehabilitation,” notes co-author Marta Kersten-Oertel, an associate professor in the same department and the director of the Applied Perception Lab.

“Studies like ours show the best interaction methods for doing this type of rehabilitation at home in a virtual environment.”

Amal Hatira and Mine Sarac at Kadir Has University in Istanbul, Turkey, also contributed to this study.

More information:
Laurent Voisard et al, Effects of Opaque, Transparent and Invisible Hand Visualization Styles on Motor Dexterity in a Virtual Reality Based Purdue Pegboard Test, 2023 IEEE International Symposium on Mixed and Augmented Reality (ISMAR) (2023). DOI: 10.1109/ISMAR59233.2023.00087

Citation:
A virtual reality pegboard test shows performance does not always match user preference (2024, January 30)
retrieved 24 June 2024
from https://techxplore.com/news/2024-01-virtual-reality-pegboard-user.html

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Study reveals strategies for effective Industry 4.0 implementation

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Study reveals strategies for effective Industry 4.0 implementation


architecture
Credit: Pixabay/CC0 Public Domain

Constructor University researchers, Prof. Dr.-Ing. Hendro Wicaksono, Linda Angreani and Annas Vijaya, published a study on Industry 4.0 technologies in the Journal of Manufacturing Technology Management.

Their research powerfully illustrates how companies can navigate the complexities of integrating advanced technologies, such as automation and the Internet of Things (IoT) into their manufacturing processes.

This research is unique as it is the first to explore the alignment between maturity models and reference architecture models, offering valuable insights for companies striving to enhance their Industry 4.0 adoption strategies.

The study does so by introducing a comprehensive maturity model to assess an industry’s readiness to adopt Industry 4.0, aligned with reference architecture models (RAMs) like RAMI4.0, NIST-SME, IMSA, IVRA, and IIRA, enabling better implementation strategies for companies.

“One of the significant findings is the identification of varied interpretations of Industry 4.0 maturity models within organizations. The research highlights the critical challenge of aligning these models with established RAMs, which is essential for a successful Industry 4.0 transformation,” write Angreani and Vijaya, both research associates under Prof Hendro Wicaksono, from Constructor University.

“Additionally, the study reveals that both maturity models and reference architectures often overlook human and cultural aspects, which are vital for effective implementation.”

More information:
Linda Salma Angreani et al, Enhancing strategy for Industry 4.0 implementation through maturity models and standard reference architectures alignment, Journal of Manufacturing Technology Management (2024). DOI: 10.1108/JMTM-07-2022-0269

Citation:
Study reveals strategies for effective Industry 4.0 implementation (2024, June 20)
retrieved 24 June 2024
from https://techxplore.com/news/2024-06-reveals-strategies-effective-industry.html

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Japan’s high-tech toilets go global

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Japan's high-tech toilets go global


With their warm seats and precision spray technology, bidet toilets are the norm in Japan
With their warm seats and precision spray technology, bidet toilets are the norm in Japan.

As Japan plays host to a record influx of tourists, one of the country’s more private attractions—the high-tech toilet—is becoming a must-have in luxury bathrooms worldwide.

With their warm seats and precision spray technology, bidet toilets are the norm in Japan, where more than 80 percent of homes have one, according to a government survey.

Now sales are surging abroad and especially in the United States, led by A-list bidet fans such as Drake, the Kardashians and Alexandria Ocasio-Cortez.

Japanese company TOTO, which pioneered the electric bidets it claims have sparked “a global revolution from wiping to washing”, says overseas revenue for toilets has roughly doubled from 100 billion yen ($673 million) in 2012.

The pandemic was a key driver, bringing a home-renovation boom but also germ-conscious consumers desperate for an alternative to toilet paper after shelves were cleared by panic-buyers.

Senior TOTO executive Shinya Tamura, who oversees international business, told AFP the brand’s growth has been a word-of-mouth success.

When people first learn how the toilets’ water jets work, with pressure and temperature controls, “there’s an image that it’s not pleasant”.

But “we can’t explain how good it is with words. You need to experience it”, Tamura said.

“After a while, most users can’t live without it.”

The company’s international net sales for housing equipment are currently less than a third of those in Japan.

It wants to boost sales in the Americas by 19 percent over two years to “establish a solid position” there and offset less urgent demand in China.

But with more people in the market for a squeaky clean bum, US competitors are challenging TOTO and its Japanese rivals such as Panasonic and LIXIL for their throne.

A staff member makes a toilet at a factory of Japanese toilet manufacturer TOTO in the city of Kitakyushu, Fukuoka Prefecture
A staff member makes a toilet at a factory of Japanese toilet manufacturer TOTO in the city of Kitakyushu, Fukuoka Prefecture.

‘Smartest toilet’

At a major tech fair in Las Vegas this year, the marketing manager of US brand Kohler called its Numi 2.0—which takes spoken instructions via an in-built Amazon Alexa—”the smartest toilet that exists”.

Just like top-end Japanese models, the Numi 2.0 has an automatic deodoriser and a motion-activated lid that opens when you enter the bathroom and closes when you leave.

Its spray wand has pulsating and oscillating functions, and users can adjust the warm-air dryer in minute detail.

But such pampering comes at a price: around $8,500 to $10,000, compared to around $500 for more basic bidet seats.

Americans who travel to Japan are often inspired to upgrade their toilet, a salesman at Ardy’s Bath Collection in Beverly Hills told AFP.

“They see it in the airport, and they see it in public restrooms, and they use it, and they’re like, ‘wow, this is great,'” he said.

Bidets are “popular everywhere” but it’s still a “private experience” and “weird to talk about” for some customers.

Although fancy Japanese-style toilets are fast becoming a status symbol, TOTO’s executives have long fought prudishness when trying to expand abroad.

After the US launch of its Washlet bidet in 1986, the firm struggled to place advertisements, and its pop-up event was kicked out of a high-end mall because other stores complained.

Japanese company TOTO says overseas revenue for toilets has roughly doubled from 100 billion yen ($673 million) in 2012
Japanese company TOTO says overseas revenue for toilets has roughly doubled from 100 billion yen ($673 million) in 2012.

‘Does it hurt?’

How things have changed in the share-all internet era.

“Why am I nervous? Does it hurt? Is it cold?” 21-year-old Canadian Spencer Barbosa, who has 10 million TikTok followers, said in a clip of her trying a Japanese toilet.

Superstar rapper Drake made a grand public gesture of gifting his friend DJ Khaled luxury TOTO loos in 2022.

And US congresswoman Ocasio-Cortez joked in an Instagram video last year that she was shopping for a bidet after going to Japan because “life will never be the same”.

Funnily enough, when TOTO first began selling bidets—to hospitals in Japan—it imported them from the United States, but users complained that the stream was unstable.

The company was founded in 1917 as a father and son from a wealthy business family tried to bring Western-style ceramic toilets to Japan.

With sewer systems still undeveloped and squat-style toilets common, the business struggled, so they relied on tableware sales until habits began to change after the 1970 World Expo in Osaka, said Junichi Koga, head of TOTO’s history museum.

More than 300 employees helped develop and test the Washlet by specifying their preferred location for the water jet.

Now, worldwide, TOTO has sold 60 million Washlets—featured in episodes of “The Kardashians” and “South Park”, which parodied the company as “TOOTTOOT”.

As the bidet craze grows, even the trepidatious might be converted in time, the Ardy’s salesman said.

He recommends customers put in the necessary electrics when they remodel their bathroom, telling them: “You could always buy it down the line”.

© 2024 AFP

Citation:
Feeling flush: Japan’s high-tech toilets go global (2024, June 2)
retrieved 24 June 2024
from https://techxplore.com/news/2024-06-flush-japan-high-tech-toilets.html

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