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Empowering navigation for the visually impaired through Augmented Reality

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Empowering navigation for the visually impaired through Augmented Reality


augmented reality
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Vision loss and visual impairment have long been a significant concern for human well-being amid an increasingly aging population. In a collaborative effort by researchers from The Hong Kong Polytechnic University (PolyU) and The University of Waterloo, they have invented a groundbreaking device that utilizes Augmented Reality (AR) technology, revolutionizing navigation for visually impaired individuals on their world. This device offers them a newfound sense of independence and freedom.

The research project “Augmented Reality Obstacle Detection” (ObstAR), is led by Prof. Allen Cheong, Associate Head (National and International Engagement) and Professor of the School of Optometry of PolyU, and Deputy Director of Centre for Eye and Vision Research (CEVR), in collaboration with Prof. Ben Thompson, University Research Chair and Professor, School of Optometry and Vision Science, the University of Waterloo, and Chief Executive Officer and Scientific Director of CEVR. The research aims to develop an AR-based navigation device that allows visually impaired individuals to minimize their dependence on conventional assistive tools, like walking canes or assistance from others. CEVR is a partnership between PolyU and the University of Waterloo, operating under the Health@InnoHK cluster.

Prof. Cheong said, “Individuals with visual impairments may encounter various forms of vision loss, which can be attributed to neurological or ocular disorders or even the natural aging process. Tailored route navigation solutions are required to meet the needs of people.” Prof. Cheong specializes in geriatric and vision rehabilitation, leading the Vision Rehabilitation Clinic of PolyU Optometry Clinic.

Clinical research for practical applications

The research combines a clinical study that examines behavior of visually impaired patients and healthy participants when navigating familiar and unfamiliar obstacles, with the practical implementation of a navigational aid built using AR glasses and an artificial intelligence recognition algorithm.

To enhance the ability to recognize the environment and avoid obstacles, the device integrates a suite of advanced algorithms, including obstacle avoidance navigation, object recognition and segmentation, scene recognition, text recognition, and gesture recognition. This comprehensive approach aims to meet the diverse navigation needs of patients, ensuring safe navigation and heightened environmental awareness.

One key research focus is identifying specific areas of interest (AOIs), such as traffic lights, zebra crossings, sharp turns, and large banners. This personalized guidance can greatly benefit users who frequently traverse the same routes, as the system can offer customized support based on their familiarity with the environment.

Navigating a new frontier

The distinguishing design of ObstAR lies in the development of an innovative algorithm for image segmentation and information fusion, using RGB (Red, Green, Blue) and depth cameras to enable real-time obstacle avoidance navigation. This advancement allows the identification of more distant navigable paths within the camera’s capture area, while also enabling more accurate recognition of obstacles that are difficult to identify using traditional image segmentation techniques. Also, the team aims to incorporate real-time text-to-speech instructions to supplement areas not covered by the AR, ensuring comprehensive support for users.

Notably, ObstAR stands at the forefront of assistive technology, offering a transformative solution for visually impaired individuals. It was awarded the prestigious “Gold Medal with Congratulations of the Jury” at the 49th Geneva Inventions Expo.

Prof. Cheong said, “The advancements in AR and its growing acceptance provide an ideal platform to introduce this new form of assistive technology. This project fully demonstrates the immense potential of technology to enhance the quality of life for the visually impaired. It promises to open up new possibilities for the mobility freedom and social inclusion of the visually impaired.”

Prof. Cheong’s research interests focus on the psychophysical, behavioral, and clinical aspects of aging and low vision research. Her primary goal is to use different interventions to improve patients’ functional performance in daily activities, such as reading, mobility and navigation. The research also aims to establish cost effective vision rehabilitation models to enhance patients’ quality of life.

Prof. Cheong believes that ObstAR’s has a profound potential impact. Users could gain confidence in tackling daily challenges, thereby enhancing their functional performance and overall well-being. “We are on a mission to redefine independence for those living with vision loss. It is not just about creating an innovative product, but about bringing change and improvement to their lives,” she said.

Citation:
Empowering navigation for the visually impaired through Augmented Reality (2024, June 25)
retrieved 25 June 2024
from https://techxplore.com/news/2024-06-empowering-visually-impaired-augmented-reality.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





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Study suggests at-camera gaze can increase scores in simulated interviews

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Study suggests at-camera gaze can increase scores in simulated interviews


Study suggests at-camera gaze can increase scores in simulated interviews
Scientists from Hiroshima University demonstrated that skewed gaze has negative impact on evaluation in the context of online job interviewing. Credit: Masahiro Shinya, Hiroshima University

Eye-contact has a significant impact on interpersonal evaluation, and online job interviews are no exception. In addition to the quality of a resume, the direction of the interviewee’s gaze might help (or hinder) their chances of securing the job.

Researchers published their results in Scientific Reports on May 31.

The study simulated online job interviews. Twelve students who participated in the study as a role of interviewees presented themselves twice, once looking directly at a web camera, and the other looking towards the screen. After recording the students’ presentation, three stimuli were created to be evaluated by 38 full-time workers.

These three stimuli include the recording of the interviewee looking directly at the camera (CAM), one with the interviewee’s eye skewing downwards towards the screen (SKW) and one where only the interviewee’s voice is played without camera recordings (VO). The evaluator’s rubric has six criteria to consider when determining the scores of the interview: intimacy, social desirability, general job abilities, decisiveness, cooperativeness and overall hireability.

The results indicate interviewers evaluate candidates more positively when their gaze is directed at the camera (i.e., CAM stimulus) compared to when the candidates look at the screen (SKW stimulus). The skewed-gaze stimulus received worse evaluation scores than voice-only presentation (VO stimulus).

Throughout an online interview, it is challenging to maintain “genuine” eye contact—making direct and meaningful visual connection with another person, but gazing into the camera can accomplish a similar feeling online as direct eye contact does in person.

While the evaluators overall preferred interviewees who maintained eye contact with the camera, an unconscious gender bias appeared. Female evaluators judged those with skewed downward gazes more harshly than male evaluators, and the difference in the evaluation of the CAM and SKW stimuli for female interviewees was larger than the male interviewees.

This gender bias within the study could be prevalent under non-experimental conditions. Making both interviewers and interviewees aware of this potentially systematic gender bias could help curtail this issue.

“The key takeaway from our study is the negative impact of skewed gaze on evaluation in the context of online job interviewing: do NOT keep your eyes on the screen,” said Masahiro Shinya, researcher at Hiroshima University and one of the co-first authors of the study.

Simply starting with the optimal direction of gaze can increase the favorability of the interviewee significantly compared to having a downward skewed gaze.

Using the “mutual gaze” effect can aid in establishing a level of trustworthiness and credibility with the evaluator. These two factors can be just the leg up an interviewer needs to move forward in the interview process. However, it’s still important to consider the other criteria the evaluators were basing their choices on, as well as potential biases that, while not ideal, can still factor into the decision-making process.

“The ultimate goal is to develop guidelines and tools that enhance understanding and management of visual attention in video conferencing, thereby improving interaction quality and evaluation fairness in remote settings,” said Noriko Yamane, researcher and co-first author of the study.

Although it’s easy to downplay the importance of eye contact and the impacts a lack of genuine eye contact can have on digital interactions, it’s unlikely the role it plays won’t factor into the overall impression of how hireable an interviewee is.

In a time where digital communication is almost the new standard, uncovering subtle, non-verbal cues can significantly affect how an individual is perceived in a professional setting when interfacing through a computer screen.

More information:
Masahiro Shinya et al, Off-camera gaze decreases evaluation scores in a simulated online job interview, Scientific Reports (2024). DOI: 10.1038/s41598-024-60371-5

Citation:
Study suggests at-camera gaze can increase scores in simulated interviews (2024, June 18)
retrieved 25 June 2024
from https://phys.org/news/2024-06-camera-scores-simulated.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





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Unearthing the plant’s arsenal against pathogenic fungi

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Unearthing the plant’s arsenal against pathogenic fungi


Battling anthracnose: Unearthing the plant's arsenal against pathogenic fungi
Colletotrichum fructicola is a non-adapted fungus in Nicotiana benthamiana. Credit: Horticulture Research (2024). DOI: 10.1093/hr/uhae078

Plant diseases caused by pathogens like Colletotrichum fructicola lead to significant agricultural losses, particularly in fruit crops such as pear, apple, and peach. Traditional control methods often fail as pathogens adapt to plant defenses. Nonhost resistance (NHR) offers a promising alternative due to its robustness and broad-spectrum effectiveness. NHR occurs when a plant species is naturally resistant to pathogens affecting other species.

Understanding the molecular mechanisms behind NHR is crucial for developing sustainable and effective disease management strategies. Based on these challenges, exploring NHR mechanisms is essential for advancing agricultural resilience.

Researchers from Anhui Agricultural University, in collaboration with Northwest A&F University, have made a significant stride in understanding plant-pathogen interactions. Their findings, published in the journal Horticulture Research on March 14, 2024, reveal the role of novel core effectors in the nonhost Nicotiana benthamiana’s response to the pear anthracnose pathogen Colletotrichum fructicola.

The research team isolated a virulent strain of Colletotrichum fructicola from pear and studied its interaction with the nonhost plant Nicotiana benthamiana. They identified four novel core effectors—CfCE4, CfCE25, CfCE61, and CfCE66—using bioinformatics and agroinfiltration-mediated screening. These effectors were found to induce cell death and activate immune responses in N. benthamiana. The effectors’ activity depends on the BAK1 coreceptor and helper NLRs (ADR1, NRG1, and NRCs).

Further analysis showed that these core effectors trigger significant immune responses, enhancing the plant’s resistance to the pathogen. This study represents the first comprehensive characterization of Colletotrichum fructicola core effectors, providing valuable insights into the mechanisms of NHR and highlighting the potential for using these findings to develop new strategies for managing anthracnose disease in various horticultural crops.

Dr. Jiajun Nie, a corresponding author of the study, stated, “Our findings represent a significant advancement in understanding NHR. By identifying these core effectors, we can better comprehend how plants recognize and respond to pathogens, which is crucial for developing effective disease management strategies.”

The identification of these core effectors offers valuable insights for developing resistant crops through genetic engineering and selective breeding. By leveraging the understanding of NHR, agricultural practices can be enhanced to mitigate the impact of pathogenic fungi, ensuring sustainable crop production and food security.

More information:
Mengqing Han et al, Extracellular perception of multiple novel core effectors from the broad host-range pear anthracnose pathogen Colletotrichum fructicola in the nonhost Nicotiana benthamiana, Horticulture Research (2024). DOI: 10.1093/hr/uhae078

Citation:
Battling anthracnose: Unearthing the plant’s arsenal against pathogenic fungi (2024, June 25)
retrieved 25 June 2024
from https://phys.org/news/2024-06-anthracnose-unearthing-arsenal-pathogenic-fungi.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





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Men’s Polarized Sunglasses UV400 Protection for Driving, Stylish Eyewear

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Hardy transistor material could be game-changer for nuclear reactor safety monitoring

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Hardy transistor material could be game-changer for nuclear reactor safety monitoring


Hardy transistor material could be game-changer for nuclear reactor safety monitoring
Kyle Reed led a team testing an ORNL-made, hardy new type of transistor in the reactor pool as it glows with radiation at The Ohio State University Nuclear Reactor laboratory. Credit: Michael Huson/The Ohio State University

The safety and efficiency of a large, complex nuclear reactor can be enhanced by hardware as simple as a tiny sensor that monitors a cooling system. That’s why researchers at the Department of Energy’s Oak Ridge National Laboratory are working to make those basic sensors more accurate by pairing them with electronics that can withstand the intense radiation inside a reactor.

The ORNL research team recently met with unexpectedly high success using a gallium nitride semiconductor for sensor electronics. A transistor made with the material maintained operations near the core of a nuclear reactor operated by research partner The Ohio State University.

Gallium nitride, a wide-bandgap semiconductor, had previously been tested against the ionizing radiation encountered when rockets hurtle through space. Devices with wide-bandgap semiconductors can operate at much higher frequencies, temperatures and irradiation rates. But gallium nitride had not faced the even more intense radiation of neutron bombardment.

“We are showing it is great for this neutron environment,” said lead researcher Kyle Reed, a member of the Sensors and Electronics group at ORNL.

That could offer a big boost for equipment monitoring in nuclear facilities. The information gathered by sensors provides early warnings about wear and tear on equipment, allowing timely maintenance to avoid broader equipment failures that cause reactor downtime. Currently, this sensing data is processed from a distance, through yards of cable connected to electronics with silicon-based transistors.

“Our work makes measuring the conditions inside an operating nuclear reactor more robust and accurate,” Reed said. “When you have lengthy cables, you end up with a lot of noise, which can interfere with the accuracy of the sensor information. By placing electronics closer to a sensor, you increase its accuracy and precision.” To meet that goal, scientists need to develop electronics that can better tolerate radiation.

Hardy transistor material could be game-changer for nuclear reactor safety monitoring
Kyle Reed and Dianne Ezell of ORNL gather data about the performance of a sensor transistor as it is tested against the radiation within the reactor pool behind them at The Ohio State University Nuclear Reactor Laboratory. Credit: Michael Huson/The Ohio State University

Researchers irradiated gallium nitride transistors for three days at temperatures up to 125 degrees Celsius close to the core of The Ohio State University Research Reactor.

“We fully expected to kill the transistors on the third day, and they survived,” Reed said. The team pushed the transistors all the way to the reactor’s safety threshold: seven hours at 90% power.

The gallium nitride transistors were able to handle at least 100 times higher accumulated dose of radiation than a standard silicon device, said researcher Dianne Ezell, leader of ORNL’s Nuclear and Extreme Environment Measurements group and a member of the transistor research team.

She said the transistor material must be capable of surviving at least five years, the normal maintenance window, in the pool of a nuclear reactor. After the research team exposed the gallium nitride device to days of much higher radiation levels within the core itself, they concluded that the transistors would exceed that requirement.

This is an important technical advance as attention turns from the large-scale existing fleet of nuclear energy plants to microreactors that could generate from tens to hundreds of megawatts of power. Although these novel reactor designs are still in the development and licensing stage, their potential portability could allow them to be deployed on the back of a truck to a military or disaster zone.

Advanced reactors are being designed to operate at higher temperatures using different forms of fuel. Because microreactors will be so compact, all the operating components, including the sensors, will have to be able to function in the radiation field, Ezell said. Gallium nitride transistors could be the key.

Hardy transistor material could be game-changer for nuclear reactor safety monitoring
A wire-bonded die consisting of over 20 gallium nitride high-electron mobility transistors, seen here under a microscope, could be used in nuclear sensing equipment because of its high resistance to radiation. Credit: Kyle Reed/ORNL, U.S. Dept. of Energy

Ohio State researchers built devices of different designs and sizes to meet specifications set by ORNL, and then the team compared their responses to radiation, finding that larger devices seemed less susceptible to radiation damage. Ohio State is now developing computer models to project how various circuit designs will perform under different temperatures and radiation levels.

Reed said the radiation testing at Ohio State showed that heat seemed to be more harmful to the gallium nitride than radiation, so the research team wants to measure how gallium nitride reacts to heat alone.

“Since the ultimate goal is to design circuits with these materials, once we understand the temperature and radiation effects, we can compensate for them in the circuit design,” Reed said.

Better nuclear monitoring means increased safety and reduced operating costs, Ezell noted. “Hundreds of thousands of dollars are lost every day a reactor is shut down,” she said. “If we’re going to make nuclear economically competitive with other energy industries, we’ve got to keep our costs low.” Plus, reducing the frequency of maintenance reduces human safety risks. “You’re able to avoid putting people in harsh radiation environments or handling radioactive material as often,” Ezell added.

Although gallium nitride has been commercially available for around a decade, it’s not widely used, Reed said.

“We’re opening up different side avenues for using gallium nitride, so we can start to create a more reasonable market demand for investment, research and workforce development for subclasses of electronics beyond consumer-grade,” Reed said.

In the long run, researchers would like to demonstrate that gallium nitride circuits could be used to transmit data from sensors wirelessly. The material is already used for devices that support radio frequency applications, like cell phones, and for power electronics.

ORNL researchers, staff and interns including Nance Ericson, Brett Witherspoon, Craig Gray, Emma Brown, Adam Buchalter, Caleb Damron and former intern Kevin Deng also contributed to the project.

Citation:
Hardy transistor material could be game-changer for nuclear reactor safety monitoring (2024, June 24)
retrieved 25 June 2024
from https://techxplore.com/news/2024-06-hardy-transistor-material-game-changer.html

This document is subject to copyright. Apart from any fair dealing for the purpose of private study or research, no
part may be reproduced without the written permission. The content is provided for information purposes only.





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