Researchers have decoded TikTok’s viral Bold Glamour filter

A recent study provides a detailed analysis of TikTok’s popular “Bold Glamour” filter, finding that its artificial intelligence makes specific, subtle changes that often align with the goals of common cosmetic procedures. The research, published in Plastic & Reconstructive Surgery-Global Open, quantifies these modifications to better understand how such digital tools are shaping modern beauty standards and influencing patient expectations in aesthetic medicine.

The Bold Glamour filter, released on the TikTok social media platform in early 2023, quickly gained widespread attention for its remarkable realism. Unlike earlier filters that often glitch or appear as a simple layer over a person’s image, Bold Glamour uses a more advanced form of artificial intelligence to generate a new, altered version of the face in real time.

While TikTok has not revealed the specific technology, experts suggest it employs a process known as a generative adversarial network, which compares a user’s face to a vast database of other images to produce a completely remodeled, airbrushed result.

This technological sophistication means the digital enhancements remain stable even when a user moves or covers parts of their face, making the effect appear uncannily natural and often difficult to detect. Researchers undertook this study because the filter’s seamless and persuasive nature raises questions about its impact on self-perception.

Psychologists have expressed concern that such realistic filters could warp a person’s understanding of what a normal face looks like, potentially making them feel alienated from their own appearance and more interested in pursuing plastic surgery. The filter’s ability to present a glossier, more sculpted version of oneself has prompted a broad public conversation about its potential to establish new, algorithmically-defined benchmarks for beauty that could influence requests for aesthetic surgery.

To measure the filter’s effects, the research team captured images of 10 female participants using a standard smartphone camera. For each participant, they analyzed one unfiltered photograph and one image generated by the Bold Glamour filter. The analysis was conducted using two methods. First, they employed an automated software that can identify and map nearly one thousand distinct points on a human face, allowing for precise digital measurement of changes to facial features. Second, the researchers performed manual observations to identify alterations in soft tissues, such as skin texture and the appearance of makeup.

The analysis revealed a pattern of distinct and consistent modifications. On a broad scale, the filter tended to increase the face’s overall dimensions, making the jawline appear wider and the forehead taller. Many of these structural changes were proportionally small, often altering a feature by less than 10 percent. This subtlety helps the filtered image retain a natural appearance while still creating a noticeable enhancement.

When examining specific features, the researchers documented more pronounced changes. The filter algorithmically refined the nose, reducing the width of the tip and the base while increasing the upward rotation of the nasal tip. It also created substantially fuller lips, augmenting the height of the upper lip by an average of 25 percent and the lower lip by 16 percent. Other changes included a slight lift of the right eyebrow and a more defined projection of the cheekbones.

Perhaps the most significant alterations were not structural but related to the skin and soft tissues. The filter produced a dramatic smoothing effect, which reduced the appearance of wrinkles, tear troughs under the eyes, and smile lines around the mouth. It also seemed to eliminate hyperpigmentation and apply digital makeup, such as thickening and darkening the eyebrows.

These changes mimic the results of common nonsurgical rejuvenation treatments, including chemical peels, laser resurfacing, and microblading. The filter appears to blend both feminizing features, like lifted eyebrows, and masculinizing ones, such as a stronger jaw, likely to appeal to a wide range of users.

The researchers note that these findings have direct relevance to the field of aesthetic medicine. Digital tools like the Bold Glamour filter could one day serve as aids during consultations, helping surgeons and patients visualize potential outcomes of procedures. For instance, the filter’s effects correspond to the goals of treatments like lip and brow lifts, rhinoplasty, and various skin resurfacing techniques. Such technology could facilitate better communication and help establish clearer expectations between a patient and a surgeon.

At the same time, the widespread use of these filters presents challenges. The digitally perfected images may promote unrealistic beauty ideals that are difficult or impossible to achieve through surgery. This could affect the psychological well-being of users, potentially contributing to body image issues or conditions like body dysmorphic disorder, where a person becomes obsessed with perceived flaws in their appearance. The study suggests that surgeons must be mindful of these risks, balancing the potential benefits of new technologies with an ethical responsibility to prioritize the patient’s overall health and well-being.

The study was not without its limitations. The analysis was based on a small sample of 10 female participants, so the findings may not apply to men, nonbinary individuals, or a more diverse population. Additionally, the photographs were taken with a smartphone rather than under standardized studio conditions, which may have introduced minor inconsistencies in the automated measurements.

Future research could address these points by using larger and more diverse participant groups and employing professional photography to ensure greater precision. Further investigations are also needed to understand the psychological effects of prolonged interaction with AI-modified self-images, especially among younger and more vulnerable populations.

The study, “Artificial Intelligence Beauty Filters and Aesthetic Surgery: Insights from TikTok’s Bold Glamour Filter,” was authored by John A. Toms, Annie M. Fritsch, Elizabeth O’Neill, Jubril Adepoju, and Mamtha S. Raj.