AI Research Sheds Light on Why Super-Recognition Skills Excel in Face Identification

They are salisbury novichok addict uncovering a murder suspect or even identifying a sexual predator. The research offers fresh insights into why superrecognizers excel at facial recognition.

Previous studies indicate that individuals with exceptional facial recognition skills observe more regions of the entire face compared to average individuals.

Recently, researchers have employed advanced AI techniques to reveal how this perspective enhances their capabilities.

“It’s not solely about seeing everything, it’s about using your vision intelligently,” stated the lead author of the study, Dr. James Dunn from UNSW Sydney.


In a recent article published in Proceedings of the Royal Society B: Biological Sciences, Dunn et al. highlight how they extracted eye-tracking data from a previous study involving 37 superrecognizers and 68 typical recognizers.

In their experiment, participants viewed both images of entire faces and segmented images focusing on the regions they were examining.

In this new research, the team utilized this data to reconstruct the visual information that was available to the participants’ eyes.

This “retinal information” was processed through a deep neural network (DNN), an AI system trained for facial recognition. Participants provided the AI with either a complete image of the same face they had seen or a different one.

In all instances, the AI generated a score indicating how closely the retinal information matched a given complete facial image.

The research team compared outcomes between typical participants and super-recognizers, along with data drawn from randomly chosen areas of the initial facial images.

The findings indicated that the AI system’s effectiveness improved as the visibility of the observed facial feature increased.

Moreover, across all levels of visibility, the AI performed optimally when relying on retinal data from superrecognizers.

“This suggests that variations in facial recognition capability are partly due to our active exploration and sampling of visual data, rather than just post-processing by the brain,” Dunn remarked.

The team then examined whether their findings simply indicated that superrecognizers looked at more areas of the face and gathered more data.

However, they discovered that even when the same amount of retinal information was captured, the AI performed better with data from super-recognizers.

“Their advantage lies not only in the quantity but also in the quality of information,” says Dunn. “They focus on areas that provide more identity cues, making each ‘pixel’ they select significantly more valuable for facial recognition.”

Dr. Rachel Bennett, a facial processing expert from Brunel University in London who was not involved in the study, praised the research.

“The key contribution to understanding super-recognition is that effective facial recognition isn’t only about examining specific areas or spending more time looking at the face. Super-recognizers explore not just larger areas, but also gather more advantageous data,” she asserted.

Dr. Alejandro Estudillo from Bournemouth University noted that the study was conducted by showing participants still images in highly controlled environments.

“It will be crucial to see if the same patterns emerge in more natural, dynamic contexts,” he said.

This study implies there are strategies to enhance facial recognition; however, it seems unlikely that anyone can train to become a super-recognizer.

“At present, we cannot determine if these eye movement patterns can be effectively trained,” Bennett remarked.

Dunn stated that research indicates super-recognition is likely influenced by genetics and is often inherited.

“Superrecognizers appear to instinctively identify the most crucial features. This is challenging to teach, as it differs from one face to another,” he explained.

Researchers have created a free test to help identify supercognitive traits: New South Wales face test.

Source: www.theguardian.com

Candidates Around Young Stars in VLT: Identification of Protoplanetary and Sub-Ceres Objects

Using Enhanced Resolution Imagers and Spectrographs (ERIS) from ESO’s Very Large Telescope (VLT), two teams of astronomers have discovered a protoplanet candidate nestled within a spiral disk surrounding the young star HD 135344B.



This image depicts a spiral disk surrounding Young Star HD 135344b. The observations made using the Enhanced Resolution Imager and Spectrograph (ERIS) identified a candidate planet contributing to the spiral structure in the disk, marked by a white circle. Image credits: ESO/Maio et al.

“While we may never witness the formation of Earth, this is a significant finding,” says Francesco Maio, a doctoral researcher at the University of Florence in Italy and lead author of a paper published in the journal Astronomy and Astrophysics.

Maio and his colleagues identified protoplanet candidates in the surrounding protoplanetary disks of HD 135344b. This F8V star, approximately 11.9 million years old, is situated 135 parsecs (440 light-years) from the Sun, in the Lupus constellation.

The protoplanet is estimated to be twice the size of Jupiter, located at a distance from its host star comparable to that of Neptune from the Sun.

It has been observed maturing at the periphery of the protoplanetary disk as it evolves into a fully-fledged planet.

Similar protoplanets have been detected around other young stars, often exhibiting intricate features such as rings, gaps, and spirals.

Astronomers long suspected that these structures were sculpted by forming planets, clearing away material as they orbit their parent stars.

Until now, however, no one has identified a planet actively shaping these features.

In the discs of HD 135344B, previous observations of swirling spiral arms were made by another team using VLT’s Sphere instrument.

Yet prior observations did not find evidence of any planets forming within this disk.

Utilizing VLT’s ERIS instrument, Maio and his collaborators may have discovered their primary suspect.

They identified a planetary candidate located at the base of one of the spiral arms of the disk, aligning with theoretical predictions about potential planets responsible for such patterns.

“What marks this detection as potentially groundbreaking is our ability to directly observe the signal from the protoplanet, unlike many earlier observations,” he notes.

“This gives us greater confidence in the existence of this planet, as we can see the light it emits.”



This image illustrates possible sub-brown dwarf companions orbiting Young Star V960 Mon. Candidate objects were detected using ESO’s Very Large Telescope (VLT) and the new Enhanced Resolution Imager and Spectrograph (ERIS). The ERIS data is shown in orange, overlaid with prior dusty disk images from VLT’s Sphere instruments (yellow) and ALMA (blue). Image credits: ESO/A. Dasgupta/ALMA/ESO/NAOJ/NRAO/Weber et al.

In a separate study, Anuroop Dasgupta, a doctoral researcher at ESO and Diego Portales University, along with colleagues, observed another young star using the ERIS instrument. V960 is located 1637.7 parsecs (5,342 light-years) away in the Monoceros constellation.

Prior observations using Sphere equipment and large millimeter/sub-millimeter arrays (ALMA) revealed that the material orbiting V960 Mon is shaped into complex spiral arms.

These observations also indicated that large clumps of material around the star undergo gravitational instability, contracting and collapsing—each capable of forming a planet or larger body, thus fragmenting the material.

Dasgupta and his collaborators managed to identify a brown dwarf or sub-brown dwarf companion around V960 Mon.

“Using ERIS, we aimed to discover compact, bright fragments indicative of companions in the disk,” he explains. Their findings are detailed in a paper published in the Astrophysical Journal Letters.

“One potential companion object was found very close to one of the observed spiral arms in the Universe and in ALMA data.”

“This object could represent a planet or a brown dwarf—larger than a planet but lacking sufficient mass to shine like a star.”

“If confirmed, this companion could be the first clear identification of a planet or brown dwarf formed via gravitational instability.”

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F. Maio et al. 2025. Development of Protoplanet candidates embedded using VLT/ERIS on HD135344B disks. A&A 699, L10; doi:10.1051/0004-6361/202554472

Anuroop Dasgupta et al. 2025. VLT/ERIS observations for the V960 series: dust-embedded sub-brown dwarf objects formed by gravitational instability? ApJL 988, L30; doi: 10.3847/2041-8213/ade996

Source: www.sci.news

Identification of a newly discovered species of long-necked marine reptiles from the Triassic era in China.

Paleontologists have identified a new genus and species of small dinophalosaurid archosauromorph from a fossilized skeleton found in China’s Yunnan province.



Holotype of Austronaga Minuta Most of the caudal vertebrae, which were found in looping in Yunnan Province, China, were found, and preserved in the skull, anterior cervical spine, and blocks. Image credit: Wang et al. , doi: 10.19615/j.cnki.2096-9899.231013.

Austronaga Minuta lived in the Thetis Sea during the Middle Triassic period around 244 million years ago.

This new species is an Archosauromorph, a member of a group that contains all forms more closely related to it (such as Crocodilians and dinosaurs, etc.) than Lepidosaurs.

Ancient reptiles are sister species Dinocephalosaurus orientalis, another amazing marine reptile from the Triassic period in central China.

“The Medium Triassic in southern China has produced a prominent marine vertebrate assembly that dramatically alters the understanding of the Tethys Sea and its coastline biota,” says Vertebrate paleontology and paleontology. A colleague and colleague at the institute said. National Geopark.

“The Triassic non-quadrilateral alxaulmorph group holds an important position in these findings.”

“They were traditionally called prototrosauria or prototrosaurs, but are now considered paraphrasing groups.”

“One species belonging to this group of reptiles, Dinocephalosaurus orientalis one of the most interesting reptiles discovered in recent years from the Triassic period in southern China,” they added.

“Its very elongated neck reminds me of a similar condition as seen in the ausauromorph, another aquatic creature. Tanistrophius. ”

“Both species have more than twice the necks as the trunk.”

“Yunnan’s new non-crocodile Archosauromorph shares many features Dinocephalosaurus And along with the latter, it can be distinguished from other long-necked Archosauromorphs. ”

“However, this new species also exhibits many different anatomical features. Dinocephalosaurus therefore, new genus and species have been proposed. ”

A small but mature skeletal specimen of Austronaga Minuta was recovered from the Guanling Formation in Waina village in Yunnan Province, southwestern China.

“The specimen is very compacted, but contains almost completely completely complete, with the anterior part of the skull joint with the skull, and most of the caudal tail of about 60.” The paleontologist said.

Their phylogenetic analysis shows that Austronaga Minuta With Dinocephalosaurus and Pektden It forms a clade representing the Dinocephalosauridae of the Archosauromorph family.

New marine reptiles probably had an aquatic or semi-aquatic lifestyle.

“The dentition Austronaga It's less specialized than that Tanistrophius and Dinocephalosaurus yet they have enlarged teeth like these species. This corresponds to the food possibilities of small aquatic animals, such as fish and cephalopods,” the researchers said.

“Other potential indicators for aquatic movement are Austronaga. ”

“The elaborate structure of the caudal neural spines and chevrons is only observed in Austronaga and Dinocephalosaurus Among these non-crocopodan alxaulmorphs. ”

“These structures of the tail are not essential for aquatic propulsion, taking into account the absence of other aquatic reptiles and even some aquatic lines.”

“Nevertheless, similar morphology converges in many aquatic reptiles: caudal neural spines like plates have been developed in basal fishy disease. Sclerocormus and Chaohusaurus. ”

“The T-shaped chevron is found in the mysterious Zauroptari horn Atopodentatus and with primitive placedonts Paraplacodos and Placodus. ”

“Therefore, we consider the morphology of the caudal vertebrae. Austronaga Suitable for aquatic or at least semi-aquatic animals. ”

Findings are reported in a paper In the journal Palasiatica spine.

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W. Wang et al. 2024. A small dinophalosaurid archosauromorph from the Triassic period in central Yunnan Province, southwestern China. Palasiatica spine 62(1):13-32; doi:10.19615/j.cnki.2096-9899.231013

Source: www.sci.news

Controversy Surrounds Identification of Tiny Tyrannosaur Fossil as Potentially Another Species

Illustration of Nanotyrannus fighting a young Tyrannosaurus Rex

raul martin

tyrannosaurus rex After all, it may not have been the only large carnivore that ruled North America during the Late Cretaceous. Reinterpretation of some fossils of small dinosaurs sometimes classified as young dinosaurs tyrannosaurus This adds weight to the controversial idea that it is a separate small species called . Nanotyrannus lansensislived with the dinosaur king.

“This is the most famous fossil animal in the world,” he says Nicholas Longrich At the University of Bath, UK. “A lot of people are watching. And we can't agree.”

This debate has divided paleontologists for decades. A paper from the 1960s revealed that a skull excavated 20 years earlier in the Hell Creek Formation in Montana was tyrannosaurus that died before reaching full maturity. However, in the 1980s, others argued that the differences between the skull and known skulls were: tyrannosaurus The specimen showed that this fossil was actually an adult of another species, and they named it Nanotyrannus lansensis.

Recent studies based on additional fossils dispute this, arguing that the differences between miniature and full-sized fossils are: tyrannosaurus The fossils were not of different species, but of different times. This discussion has implications for understanding the ecology and diversity of dinosaurs in the period just before their extinction.

Now, with Longrich Evan Saitta Researchers at the University of Chicago have compiled six pieces of evidence that support identifying the smaller fossils as: Nanotyrannus. This includes cataloging more than 150 individual features that differ between the fossil in question and the known fossils. tyrannosaurus Fossils include things like a narrower snout and smoother teeth. They argue that all this cannot change between boys and adults. tyrannosaurus.

The researchers also analyzed the patterns of bone growth rings, which form when bones stop growing each year. As the animal grows slower, the distance between the growth rings decreases. Researchers say they found these rings to be tightened, suggesting that the smaller fossils represent young adults. Nanotyrannus Rather than a boy tyrannosaurus They rate these adults Nanotyrannus Their weight would be between 1,000 kg and 2,000 kg, equivalent to a quarter of an adult. tyrannosaurus 8000 kg. “No matter how you graph the data, you can’t turn it into an animal. tyrannosaurus” Longrich says.

The latest evidence is a fossilized frontal bone (located between the eye and skull) that Longrich unearthed from the archives of the University of California Museum of Paleontology, which researchers interpret as a juvenile fossil. tyrannosaurus Because it is definitely different from the hypothesis, Nanotyrannus fossil. “It's an animal smaller than a human.” Nanotyrannus But it is tyrannosaurus Morphology,” Longrich says.

Some outside researchers say they remain unsure that the tiny fossil is actually a separate species. “No problem Nanotyrannus If science proves it, it’s real.” holly woodward At Oklahoma State University written Juvenile species were identified in a tree ring survey conducted in 2020. tyrannosaurus explanation. “We’re not convinced that their interpretation is any more accurate than ours,” she said, adding that the fully grown animal specimens were “unusual.” Nanotyrannus It will be necessary to resolve different interpretations.

thomas carr A professor at Carthage College in Wisconsin has long argued that the fossil is a juvenile. tyrannosaurus, adding that the front bone found at Berkeley was too incomplete to sway him. “I don’t take this seriously at all,” he says.

scott parsons Professors at the College of Charleston in South Carolina are more welcoming of what he says is a new perspective on a long-stalled rift among paleontologists. “This new paper doesn’t settle this debate, but I’m optimistic that it will be a game-changer,” he says.

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Source: www.newscientist.com