How attractive is my face

The Most Attractive Facial Traits According To Science

«You have such a pretty face» might just be the most common backhanded compliment women receive. But what even is a pretty face? Aside from being a cringe-worthy snub, researchers and scientists think they’ve found the answer to what makes a face attractive. Yes, facial attractiveness is, apparently, quantifiable. While it’s true that looking like Natalie Portman or Amber Heard is scientifically desirable — not that anyone actually needed science to confirm that, of course — you might just be surprised to learn just which particular facial traits have an influence over mass appeal. And, contrary to what you might be thinking, It’s not all about having high cheekbones or pearly whites.

Actually, as it turns out, some of what convinces us that another person’s face is attractive is pretty surprising and, well, kind of creepy. Without further ado, here are the most attractive facial traits a person can possess — ahem, scientifically speaking.

Familiarity

If anyone has ever come up to you and used the pickup line, «Hey, you look familiar. Do I know you from somewhere?,» it is actually possible that you do look familiar. And, truth be told, that might be why the person is hitting on you. An article for the Association for Psychological Science revealed that «familiar faces are easy to process and categorize.» It is thought that early in human history, people «came to link familiarity and ease-of-processing with safety and trust and good feelings.» However, that’s changed over time and attractiveness has become «the modern equivalent of what our ancient ancestors saw as trustworthy and safe.»

This was proved to be the case through a 2012 study conducted by psychological scientist Jamin Halberstadt in which participants rated local celebrities as more attractive than morphed or averaged photos of different celebrity facial features. Familiarity may sound a bit boring on paper, but our brains have convinced us that familiar faces are actually attractive.

All about the average

If someone were to tell you that you’re average-looking, you probably wouldn’t be jumping up and down with joy. However, the 2012 study conducted by psychological scientist Jamin Halberstadt not only found that people prefer familiar faces, but they also prefer average faces.

In this sense, an average face is a blend of different facial features — a face that has been «averaged» together. Using pictures of national celebrities, Halberstadt digitally blended them together with faces of the same gender and nationality. By the end of the study, the participants had consistently rated the morphed images as more attractive with the exception of local celebrity faces.

«It appears that a morphed face is a good and easy-to-process example of a universal human ‘face’ — but it is a poor and difficult-to-process example of the original, locally known faces,» the article «The Two Faces of Attractiveness» reads. «The ease of processing the prototypical faces boosts positive emotions, and these emotions generalize to make average faces generally appealing.» Additional studies have also confirmed what Halberstadt found to be true: an average face is an attractive face.

And familial?

Averageness may have an edge up on familiarity when it comes to attractiveness, but you can’t discount that humans like what they already know — especially when it comes to faces. And whose faces do you know better than your own family’s? Yes, this is where it gets a little weird, folks.

In 2010, a study consisting of three separate experiments confirmed that people are attracted to others who either resemble themselves or their parents, or, as the study put it, «people find individuals who resemble their kin more sexually appealing.» Jaime and Cersei Lannister apparently got this memo. However, it’s important to note that this is on a subconscious, subliminal level.

The participants were very much not attracted to their family members’ faces once they became aware of their genetic connection. So, maybe more like Jon Snow and Daenrys Targaryen? Game of Thrones characters aside, an earlier study also found that people are attracted to others who resemble their opposite-sex parent. «It is an incredibly complex phenomenon, as everybody knows,» Professor Tamas Bereczkei of Hungary’s Institute of Psychology at the University of Pécs told The Telegraph. Complex and cringey.

Babyface

Having a youthful-looking face — a babyface, as it were — is desirable. One study found that men rated baby-like features including «large eyes, small nose, and small chin» as most attractive. Caroline Keating, an expert in non-verbal communication at Colgate University in New York, told BBC Future, «The big eyes, the long lashes, the arched brows, the plump lips, the small chins, the round face, the cute little nose — if I wasn’t describing a baby, I’d be describing a supermodel.»

Although how a person acts and how a person looks are two very different things, people tend to consider those with babyfaces to have childlike characteristics, including innocence, according to Keating. «Forget expression — it’s the structure of the face itself that conveys these signals,» she explained. «We get our first impressions from the face and it sticks.» A 2009 study further confirmed that «baby-faced individuals evoke feelings of warmth, trust and cooperation.» Basically, it’s babyface for the win.

Keep it simple, stupid

Simple faces are not only easier for our brains to compute, but they are also what men find most attractive, according to one 2016 study. «Think about an emoticon,» Bill von Hippel, a University of Queensland psychology professor, explained to News.com.au. «You have two dots and a curved line that immediately everyone processes as a smile. It’s sparse, it’s plain. It’s familiar, and it’s easy to understand.» That’s not to say we literally prefer faces that look like emojis, of course, but our brains like faces that are relatively simple.

The professor went on to explain, saying, «The part of the brain processing these things means it is very much an involuntary, automatic, probably largely unconscious reaction.» First impressions, he surmised, are thus very important. As the article noted, this could be part of why simple online dating apps like Tinder with swipe left/right technology have taken off.

Symmetry

Scientists have long known that symmetry plays an important role in facial attractiveness, but researchers weren’t sure why. In the past, it was thought that symmetry served as an indication of health whereas asymmetry was thought to be indicative of numerous health problems, such as tonsillitis, mumps, and chicken pox. However, a study led by researcher Nicholas Pound proved that asymmetry — at least in adolescents — is not at all related to health. So, if it has nothing to do with health, why do we dig symmetrical faces?

Another theory, the «perceptual bias,» suggests that symmetrical faces are easier to process. Yes, symmetrical faces are simple and easy on our brains. However, researchers have called this theory into question. According to a 2003 study, «symmetry is preferred even in familiar faces.» If it was all about ease of processing, this likely wouldn’t be the case. The science isn’t crystal clear on why humans like symmetry, but researchers do agree that symmetry is attractive.

Asymmetry

Though a face cannot be both symmetrical and asymmetrical, it’s entirely possible for people to find both sorts of faces attractive. It’s also possible to prefer an asymmetrical face over one that is perfectly proportionate. «If you have a very symmetric, very easy to process face, then you have one problem: You won’t be remembered so well,» Claus-Christian Carbon, a professor of psychology at the University of Bamberg in Germany, told Nautilus. The expert pointed to Meryl Streep’s slight asymmetries to explain this theory. «The little imperfections of her face can be [read] as a sign of authenticity,» he added. Her features also make her more distinct, more recallable.

Margaret Livingstone, a neurobiology professor at Harvard Medical School, also explained to the publication that the human brain processes faces holistically, or as a grouping, not necessarily per trait. Additionally, our brains go about this work starting from the left and ending at the right. This means people don’t always spot asymmetries. David Perrett, professor at St. Andrews University’s School of Psychology and Neuroscience, explained, «I think because we are busy processing one side at one time, we don’t notice the left-right differences.»

Facial weight

In an additional study conducted in the UK, women were found to prefer «a lower level of facial adiposity for attractiveness than for health» whereas men did not differentiate «between the ‘most attractive’ and ‘most healthy’ looking level of facial adiposity.» It may not exactly be a surprise that thin is the more the accepted ideal — even when it comes to faces.

A smiling face

Smiling is a great hack one can use to appear more attractive, it’s true, but that’s not to say people — especially women — should be forced to smile. «Men tell women to smile because society conditions men to think we exist for the male gaze and for their pleasure,» activist Bené Viera explained to HuffPost. «Essentially what a man is saying when he tells a woman — one he doesn’t even know — to smile, is that his wants outweigh her own autonomy over how she exists in the world.» When you smile is up to you and we’d venture to guess that it’s never going to be while walking down the street and at some rando’s request.

That said, if you want to smile, science has backed up the notion that flashing a grin does indeed have a positive influence on one’s attractiveness. In one study, it was discovered that photos of smilers were not only rated as more attractive than those with a neutral expression, but they were also perceived to be kinder.

The Johnny Depp effect

From a biological standpoint, male and female faces differ slightly. According to a report by the School of Psychology at the University of Aberdeen and the Department of Psychology at the University of Stirling in Scotland, hormones dictate many of these differences, like «more prominent cheekbones» and «larger jawbones» in men. It’s been found that these «sexual characteristics» — that is, predominantly masculine features and feminine features — are attractive. Though, why this is the case is not fully known. The researchers said these traits may be considered attractive because they could signify «good genes» or perhaps health.

In 2016, researchers also discovered what they called the «Johnny Depp effect» — which is when male faces with feminine features are thought of as more attractive. As explained by Jamin Halberstadt, a professor at Otago’s Department of Psychology, people actually generally prefer more feminine faces — «unless the context forces the viewer to put the face into rigid gender boxes.»

Ambiguous faces aren’t just a preference in the West. As part of the study on facial adiposity conducted in El Salvador, people without internet access were also found to prefer men with more feminine facial characteristics and women with more masculine traits.

Healthy-looking skin

Scientists have performed countless studies using blended images. However, researchers from the School of Psychology at the University of Aberdeen and the Department of Psychology at the University of Stirling in Scotland pointed out the problem with this technology. «The more images that are blended together the smoother the skin texture becomes, as imperfections such as lines or blemishes are averaged,» they explained in their report.

The reason for this may be rooted in health, the study’s co-author Ian Penton-Voak explained to National Geographic. Yellowish hues can indicate healthy eating habits whereas a more reddish color can indicate fitness. Healthy skin was also found to be much more important to women than masculine features, which actually didn’t seem to play any significant role.

Scars

Facial scars as so hot right now. Scientists at the University of Liverpool revealed that men with facial scars are considered to be more attractive to women who are looking for a fling. It’s true. This is interesting because facial scarring doesn’t exactly fit the bill for what is generally considered attractive, like symmetry, skin health, or simplicity.

As part of the study, men and women were asked to view images of faces that were scarred from either injury or illness and then asked to the rate the person’s attractiveness for both short-term and long-term relationships. Rob Burriss of University of Liverpool’s School of Biological Sciences explained the study in a public release (via EurekAlert!): «Women may have rated scarring as an attractive quality for short-term relationships because they found it to be a symbol of masculinity, a feature that is linked to high testosterone levels and an indicator of good genetic qualities that can be passed on to offspring.» Men without any facial scarring, on the other hand, were rated as «more caring» and thought to be better suited for long-term relationships. It might just be, Burriss speculated, that women find facial scarring attractive because it historically signifies bravery.

Facial hair

Just as women rated men with facial scars to be variably attractive depending on potential relationship status, men and women in another study found beards more attractive than shaved faces when looking for a long-term relationship. Why? Researchers can only speculate. It could be that, as the study’s authors explained, «beards consistently render men with an older, more masculine, socially dominant and aggressive appearance.» Or beards could just be considered more attractive to women when looking for something long-term because «they indicate a male’s ability to successfully compete socially with other males for resources.»

As great as beards were found to be for long-term relationships, the female participants found «heavy stubble,» or «10 days of beard growth,» to be the most attractive form of facial hair overall. It may surprise you that clean-shaven faces came in last place across the board. Irrespective of potential relationship status, an overwhelming portion of the over 9,000 participants (more than 8,000 female and 1,000 male) did not prefer shaved faces.

Facial maturity

The «George Clooney effect» — not to be confused with the «Johnny Depp effect» — is what psychologists have dubbed the relationship between older men and younger women. According to Business Insider, a study in Scotland found the more financially independent a woman is, the more likely she is to date a handsome, older man. This isn’t what researchers thought would happen. «We’d assumed that as women earn more, their partner preferences would actually become more like those of men, with a tendency towards preferring younger, more attractive partners rather than those who can provide and care for children,» the study’s lead researcher, Fhionna Moore, revealed in a statement. She continued, adding, «We think this suggests greater financial independence gives women more confidence in partner choices, and attracts them to powerful, attractive older men.»

Whatever the reason, many find agedness — including aged faces — attractive. As it happens, the authors of a study on facial hair confirmed that the maturity factor is part of what makes stubble so alluring.

How to Instantly Have a More Attractive Face (10 Simple Tricks!)

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via: Depositphotos / ArturVerkhovetskiy

Gentlemen, this is Mantelligence. Today, we’re showing you 10 powerful tricks to get a better looking, more attractive face.

Contrary to what a lot of guys think, you don’t need the perfect bone structure, you don’t need piercing blue eyes, and you don’t need to be tall dark and handsome. Because if you use all of these 10 powerful tricks, you’ll have natural-looking, insanely attractive face that women will love.

10 Tricks To Instantly Have a More Attractive Face

Here are 10 tricks any guy can do to have a more attractive face:

10. 5 O’Clock Shadow

via: Unsplash / Florian Cario

Compared to a full beard, a clean-shaven face, or somewhere in between, the 5 o’clock shadow is perfect for adding an attractive, angular dimension to the face. while also creating the appearance of a strong jawline.

Think about it: The 5 o’clock shadow is basically the male equivalent of wearing makeup. except with less work. The only thing to remember. is to just make sure your facial hair doesn’t get too long, or too short.

And if you can’t grow stubble thick enough to pull this one off? Don’t worry, because there’s plenty of other options on this list.

9. Top-Down Symmetry

via: Unsplash / Hai Phung

Because nobody’s face is perfectly symmetrical, guys with more symmetrical features. are seen as more rare to women, than guys without them.

So for guys whose faces might be a little uneven, there’s a crafty way to create the illusion of symmetry, that starts from the top of your head, down.

See, by styling your hair in a way that contrasts the rounder aspects of your face, while still highlighting the squarer parts, you optimize your hairstyle to work with you, and not against you.

Not sure what style is best? The easiest way to do it is to visit a stylist or barber who knows what they’re doing.

And if you don’t have the hair for it? Try creating that same symmetry, with the right hat.

8. The Good Side

via: Unsplash / Stte Funn

It may sound simple: But you can choose which side you present to girls.

Feel like that’s gotta be too easy? Think again.

As a guy, you get fooled almost everyday by women who only show you what they want you to see. And that trick, gentlemen, goes both ways.

So give it a shot. Pick which side you like best. and stick with it.

7. Standardized Skin Care

via: Unsplash / Bee Naturalles

Here’s one thing we noticed:

It seems that all too often, guys will worry about how attractive their face looks, without doing anything about the most noticeable part of their face… their skin.

So, we’re going to say this plainly: Women LOVE guys with clean, clear, and attractive skin. How do you get skin that women love?

If you haven’t heard of them, then honestly… you must have just found YouTube. Tiege is guys like Alpha M, Based Zeus, and Antonio Centeno trick to getting skin women love.

See… using a GOOD standardized skincare system, like Tiege, does two HUGE things to make your face more attractive:

Trick #1: It helps remove + prevent acne

No duh, right?

Women are HUGELY more attracted to a man with clear skin, than one whose face is covered with acne.

. And just like soap cleans your body, Tiege’s face wash cleans your face of dirt, grime, and excess oil, helping to remove acne, and to keep your face acne free.

Trick #2: It keeps your skin moisturized

Most guys don’t realize the importance of ‘moisturized skin’. but, after acne-free skin, it’s probably the most important step to having an attractive face.

Moisturized skin looks healthy, and subconsciously to women, it looks attractive.

Tiege’s specially formulated moisturizer works to keep your moisturized, even while you sleep.

Bonus Trick: Combine face wash + moisturizer

And as a bonus trick to make your face more attractive:

Studies show the combined use of a face wash + a moisturizer increase acne-treatment efficacy by 97%!

In other words:

You need an effective skincare system. and just like the advice in our videos, Tiege Hanley actually works. They were even kind enough to give us an amazing discount code. Check it out in the description (the code is MANTRICKS20)… and note: it will only work for a limited-time.

6. Friendly Face Maneuvers

via: Pexels / Eduardo Dutra

The human face has 43 muscles. ever wonder why?

A lot of guys think that just because the face is where the mouth is, and that the only communicating it needs to do is through verbal speaking. Not true. Without saying a word, your face can do a lot of talking (and flirting) on it’s own.

. And by being more friendly & approachable in general, animated faces are automatically more attractive.

So how can you have a more expressive face? Here are 3 ways:

5. Try Out Glasses

via: Unsplash / Nigel Tadyanehondo

Even if you’ve got 20/20 vision, glasses just might be the way to make your face. 20/20x more attractive.

Here’s how it works:

While some of the tricks in this video focus on making your face more symmetrical, more masculine, or more healthy, wearing glasses has been scientifically proven to make faces seem more intelligent than they are.

4. Push Your Head Out In Pictures

via: Unsplash / Antoine Beauvillain

Want an old photography trick that’ll not only take care of that pesky double chin, but also create an aesthetic angular face in your pictures?

Try pushing your head forward toward the camera.

Yep, we’re serious. The pose is virtually undetectable in straight-on photos, while also creating the perfect illusion of a leaner face. especially around the jaw.

. Because even though a little bit of fat beneath the chin is normal, that doesn’t mean you’ve got to let it sneak into your pictures.

3. White Teeth

via: Pexels / Bruce Mars

Can’t believe it took so long to get to this one?

Us neither. If you’re looking for an easy way to instantly gain a few points, whitening your teeth has to be the easiest way to do it.

Why? Because no matter what else might be “wrong” with your face, white teeth are a stand out feature that makes a great first impression, while also making your face more attractive to virtually any girl.

Don’t believe us?

Well, testing it is easy. Go to the store and grab a cheap whitening kit (or go big and go to the dentist). Apply a few times, and see how many compliments you get when you show your pearly whites.

2. Catch Some Z’s

via: Unsplash / Ty Carlson

Ever hear from a girl “you look tired?”

Well what she was really saying. was that you’d look a whole lot better if you got some sleep.

Bet you missed that one huh? If there’s one thing any guy can do to instantly create a healthy, energetic, and attractive face. it’s get more sleep.

. And If you don’t already know, guys, not only is sleep the KEY to brightening up dull, drowsy faces to girls. It’s also the secret weapon to the kind of seize the day attitude that really makes you look good to women.

1. Exercise

via: Unsplash / Victor Freitas

A close relative to sleep and the number one trick to a more attractive face, is getting a fit body.

It’s scientifically proven: faces on in-shape bodies appear more attractive than face on unfit bodies.

Why? Because exercise alone hits every single quality of an facial attractiveness:

In Conclusion

Those are the 10 surefire tricks to a cleaner, healthier, more attractive face. If you enjoyed this video, let us know in the comments, give it a thumbs up and click and subscribe.

Don’t forget to get a HUGE discount on our sponsor Tiege Hanley, and thank you for supporting the brands that help make these videos possible.

Test your attractiveness

Let Artificial Intelligence decide how attractive you are. Do you want to know as how attractive you are perceived by others? Find it out now by uploading a photo of your face.

HOW HOT AM I?

Test it now by uploading a photo of you. The beauty test rates your face on our attractiveness scale with a score between 1 and 10. Advertisement

Recommendations for accurate beauty-predictions

Besides these tips, we also recommend avoiding accessories like sunglasses and nothing should cover parts of your face. Furthermore, we suggest not using black and white pictures and no filters. We recommend you stick to these suggestions so that our AI-Model can return an accurate score.

Articles in our Blog

We try to regularly add new articles in our blog about attractiveness and how you can look and feel better.

Example Results on the attractiveness scale

The following photos were all rated by our beauty calculator. The people in the photos are not real and are all created by Generative Adversarial Neural Networks. All results are on a scale from 1 to 10. The pictures are sorted from less attractive to very attractive.

Female faces ordered from least hot to hottest

Male faces ordered from least hot to hottest

Technical details about this online tool

We use a customized deep learning model, based on a pre-trained ResNet-50 architecture which is finetuned with a dataset of hand-labeled photos.

A second Neural Network locates the faces, crops it, and transforms a bit, to make the input images consistent with our training dataset. We also use Open-CV for the initial preprocessing. You can fond more details in this blog post. The application is the outcome of a student project about deep learning and computer vision.

The application is the outcome of a student project about deep learning and computer vision.

Science of attractiveness

Research on attractiveness deals with the study of the attractiveness of human beings, specifically with regard to their physical features, their characteristics, their social position, their professional success, their material prosperity, their personality charisma. It cannot be assigned to any particular field, but is pursued in a variety of scientific disciplines, such as psychology, neuroscience, behavioral research, or even economics.

Studies show that people consider attractive people to be more successful and competent, but not more righteous or concerned about other people. Read more.

Accurate predictions

The results of this online tool are an indicator if you are hot or not. Try to follow our recommendations and please don’t take to result too seriously if you don’t like it.

Free Tool

The attractiveness test is free. No registration is needed, you just need to upload a picture. And of course, we don’t save or publish the pictures you upload!

Immediate result

Our hotness prediction model returns the result within seconds. If the site freezes for more than 30 seconds, reload the page and try again.

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9 facial traits that make someone more attractive, according to science

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It’s sometimes hard to pinpoint exactly what it is that attracts us to someone. It might be their confidence, or their sense of humour, or you might just like the way they look.

A lot of research over the years has gone into trying to work out what it is that makes us fancy each other. Results have varied, showing women may like the smell of men who have a particular kind of diet, and men may find women in groups more attractive.

Some research has suggested we often go for people who share some of the same characteristics we do.

We’ve looked at a number of a studies to try and get to the bottom of what makes us like the look of one person over another.

Here are 9 face traits that can make someone more attractive to us, according to science.

1. Symmetry

Studies such as this one published in the Journal of Comparative Psychology, and this one published in the Journal of Evolution & Human Behaviour, have shown that in experimental conditions, men and women both prefer faces that are more symmetrical.

A study on identical twins found that the twin with a more symmetrical face was considered more attractive. Even macaque monkeys have been observed gazing longer at symmetrical faces than asymmetrical ones.

One conclusion scientists have reached to explain this is that in evolutionary terms, we may consider a symmetrical face a result of good health. Having a face that developed in a symmetrical way could show you have «good genes,» because you developed more successfully in the face of environmental pressures when you were in the womb.

However, in 2014, research from Brunel University in London compared facial symmetry of about 5,000 teenagers, and found there was no correlation between symmetry and overall health.

2. Asymmetry

It’s not an absolute rule, though. In fact, you can probably think of many celebrities you fancy who don’t have symmetrical faces at all. Sometimes, like in the case of Milo Ventimiglia, a crooked smile is what adds to someone’s charm.

In fact, absolute symmetry can make people look pretty weird. When attractive celebrities’ faces are made to look symmetrical, they don’t look quite right.

3. Averageness

People tend to like faces that are distinctly average, or those that resemble others in the general population.

In 1878, a paper in Nature first noted that a bunch of faces blended together was considered more attractive than those on their own.

One study, published in the journal Human Nature, argued it could be because average faces represent a more diverse set of genes, which is often a genetic advantage in fighting off illnesses and parasites.

4. Looking older

A study in 2012, published in the Journal of Evolutionary Psychology, found that women prefer men who look older.

The more financially independent women became, the more they said they liked older guys, according to the study.

One explanation for what researchers have coined the «George Clooney Effect» could be that women are only fertile from puberty to menopause, while men can father a child until much later. Women may get a better offer by waiting until the man has more status and resources due to being older.

5. Facial hair

Some people love a bushy beard, whereas others go for clean-shaven men. A study in 2013 recruited 177 men and 351 women to look at pictures of men who had no facial hair, light stubble, heavy stubble, or a full beard.

The results showed that women thought the most attractive beard length is heavy stubble, or about 10 days of growth.

Heavy beards, light stubble, and clean shaven were all equally less attractive than heavy stubble.

6. Facial scars

This one depends on if you’re attracted to men or women. One study, published in the journal Personality and Individual Differences, found that men could be considered more attractive if they had a facial scar, whereas this wasn’t found for women.

Researchers took photos of 24 male and 24 female students and manipulated them to look like they had scars on their faces. Then, another 200 students were asked to rate how attractive the photos were, and whether they thought the person would be good for a short or long-term relationship.

Men with scars were rated as more attractive for short-term relationships than men without scars. There was no difference in how attractive women were with or without scars.

7. Familiarity

According to one study, published in Current Biology, genetics might not have much to do with it.

The researchers found that the types of faces we fancy are influenced more by our personal experiences in life than anything else.

The study found that identical twins had different ideas of who they thought was attractive, suggesting a genetic predisposition wasn’t a factor. Overall, genetics explained just a fifth of the variation in people’s preferences.

The authors concluded that these results could explain how models and celebrities can make money from their good looks, while friends constantly disagree about who is to their taste.

8. Simplicity

A study from 2016 found that rather than men having a preference for certain features like lips or eyes, they went for more of an overall look.

The researchers recruited 169 men in France and showed them two sets of random women’s faces. They were asked to rate them on a scale of zero to 20 in terms of attractiveness.

Results showed that overall, the faces the men found most attractive were «sparsely coded» — that means the ones that were symmetrical, more plain, and had no distinguishing features.

9. Looking like your parents

According to research from St Andrews, we are attracted to the features that our parents had when we were born, possibly because we see them as our first caregiver, and associate positive feelings with their features.

In one study from 2002, researchers asked participants to rate how attractive faces of different ages were.

«We found that women born to ‘old’ parents (over 30) were less impressed by youth, and more attracted to age cues in male faces than women with ‘young’ parents (under 30),» the authors wrote. «For men, preferences for female faces were influenced by their mother’s age and not their father’s age, but only for long-term relationships.»

Also, in a follow up study, a sample of 697 men and women showed people were more likely to have romantic partners who had the same eye and hair colour as their opposite-sex parents.

Analysis for Face Attractiveness: What Are the Scoring Ranges and Factors?

Certain Dimensions And Ratios Create Harmony In The Face Attractiveness Features!

To determine the Face Attractiveness Score, PinkMirror analyze the geometric proportions of facial features such as the eyes, nose, lips, etc. and the distance between those. When the face analysis is finished, you are able to see which features of your face determine your beauty score.

Beauty is in the balance of these face analysis features which artists from NeoClassical era called the Aesthetic principles. These aesthetic-principles are analyzed from the portraits and they are then drawn and extracted into three generic rules. The ‘Rule of Fifths’, the ‘Rule of Thirds’ and the ‘Rule of 77’.

Rule Of Fifths

A proportionate face may be divided vertically into fifths with each of those fifths being approximately the width of one eye. Aesthetic balance is considered ideal when the facial features fall within these parameters. The width of the base of the nose is approximately equal to the distance between the eyes.

Rule of Thirds

Rule of 77

The above two rules deals with the frontal features and it is only one aspect of facial beauty. The third rule deals with the lateral depth or in other words, side view.

The Frontal Face Analysis

The most attractive facial features irrespective of gender are the following

When in comes to the facial attractiveness of each gender, sexual dimorphism comes to play. For example, the female, the more attractive frontal facial features are the following.

On the contrary, the best feature for male is as follows.

Find more detailed information in below page.

The Beauty Scale

The Rule-of-Fifths, Rule-of-Thirds and Rule-of-77 is a simple representation of a complex interplay of aesthetic measures between different parts of a beautiful face.

In this beauty scale, following aspects are considered.

Skin Tone: Skin quality which is mostly even across the face.

Skin Clarity: Lesser spots, wrinkles. The radiance of skin showoff the health of the person.

Important Notice:

Please note that the face attractiveness score system with PinkMirror has limitations hence it is not final. Beauty is the proportion of the whole face, rather than just with the individual features so please use these values for informative purposes.

Score – [0

With this face analysis score, the results may determine a very unattractive face because there is hardly any symmetry with the features.

Score – [1.0

With this face analysis score, the results determine an unattractive face because the symmetry is not inline and the proportions are not great.

Score – [3.0

With this face analysis score, the results determine an average face because the facial symmetry is almost there. This group is the general population.

Score – [7.0

With this face analysis score, the results may determine a beautiful and attractive face because the symmetry is close to perfect.

Score – [9.0

With this face analysis score, you are exceptionally beautiful. But there is a also a change your photo is already retouched and hence the results are unrealistic.