What once required foreign outsourcing, weeks of processing time, and high cost is now being done in Korea in a matter of moments. Using homegrown generative AI, researchers at the Korea Institute of Science and Technology (KIST) are reconstructing the faces of long-term missing children — not as faded memories, not as sketches, but as people who might walk among us today.
Sixty such individuals have been reimagined in collaboration with the government, the National Police Agency, KIST, and private partners. They reappear in middle age with softened jaws, thinning hair, or the deepening lines of a life lived elsewhere — a life their families never got to witness but still yearn to reclaim.
"In the past, aging technology meant adding wrinkles or altering facial shape — what we used to call an 'aging function,'" said Kim Ig-jae, head of KIST's AI & Robotics Research Center, in an interview with AJP. "Generative AI learns the distribution of real human faces. When features such as skin texture, hair color, and contours change, the model interprets those variations as probabilities and generates new images based on them."
"All of this happens in what we call a 'latent space,'" he said. "It's an abstract map of human characteristics. By modeling how attributes shift over time, the AI can estimate how a missing child might realistically appear today."
The Korea National Center for the Rights of the Child has woven these images into public awareness campaigns with the National Police Agency, and the Ministry of Health and Welfare worked with KIST to generate current-age portraits for 60 of the 189 long-term missing children. While 99.6 percent of children reported missing in 2024 were found within a year, 1,417 remain lost for more than a year — including 1,128 missing for over two decades.
"Hairstyles or clothing can dramatically change how someone is perceived, so we created multiple versions to spark associations," a Daehong manager said. The campaign is running on billboards in downtown Seoul during rush hour — a deliberate attempt to draw attention in an age when video captures more eyes than posters ever could.
For KIST's Kim, the effort carries both scientific promise and human weight. 'After we distributed an early version of this technology nearly ten years ago, one missing child was found after 38 years," he said. "Even when someone cannot be located, families tell us the images are a gift — a reminder that their children are still with them."
Anyone with information or possible sightings is urged to call the National Police Agency at 182 (no area code needed) or contact the National Center for the Rights of the Child at 02.777.0182.
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