Stolen Faces, Erased Stories: Melbourne Communities Speak Out on Duplicate Image Replacement

A quiet but spreading frustration is building across Melbourne's inner suburbs, where community members — migrants, artists, and cultural organisations alike — say their images are being removed from public-facing digital archives and replaced with stock photographs bearing no resemblance to the people depicted. The practice, known in digital archiving circles as duplicate image replacement, involves automated systems flagging visually similar photos and substituting a single 'canonical' version, often discarding the originals.

The issue has sharpened in recent weeks as several Melbourne-based community groups began comparing notes. Affected members come from Footscray's Vietnamese and South Sudanese communities, from the arts precinct around Collingwood and Fitzroy, and from multicultural programs administered through local councils in the City of Maribyrnong and the City of Yarra.

What Is Actually Being Lost

The core problem is not technical. It is human. When an image of a 68-year-old grandmother from Braybrook — photographed at a 2019 Lunar New Year event in Footscray's Hopkins Street precinct — gets replaced by a generic stock image, her participation in that event is effectively erased from the public record. The same goes for the photograph of a young Sudanese-Australian artist who showed work at the Collingwood Arts Precinct in 2021 and later found his profile image on a community-facing City of Yarra database had been swapped for an unrelated placeholder.

Several community members who have been through the process describe it the same way: they submitted their photograph, participated in a program, and returned months later to find someone else's face attached to their name. The automated systems that carry out duplicate image replacement are typically trained to prioritise image quality and file size over contextual accuracy, meaning culturally specific imagery — particularly photographs taken at community events with modest equipment — is disproportionately flagged and removed.

Multicultural Arts Victoria, which operates programs across Melbourne and maintains digital records of participating artists, confirmed it is reviewing its image management protocols this year, though specifics of the review timeline were not made available. The State Library of Victoria, whose digital collections include extensive community photography archives dating to the 1990s, has published guidance on its website about how contributors can flag erroneous image substitutions — a process that, as of July 2026, requires submitting a written request form and waiting a minimum of 28 business days for a response.

Calls for a Human Check Before Images Disappear

Community advocates are pushing for a simple fix: a mandatory human review step before any automated system removes or replaces an image in a publicly accessible archive. Current protocols at several Victorian institutions rely on algorithmic quality thresholds, with no requirement that a staff member confirm the flagged image is actually a duplicate before replacement occurs.

The issue carries particular weight for communities whose historical photographic records are already sparse. Documentation of Melbourne's post-war migration waves, its 1980s and 1990s refugee arrivals from Southeast Asia and East Africa, and its Indigenous community events is fragile to begin with. Losing individual photographs to administrative automation compounds a deficit that already exists.

At the Footscray Community Arts Centre on Moreland Street, staff have started manually auditing their digital holdings after community members flagged discrepancies in early June. The centre holds photographic records going back more than three decades. Staff there are working through a backlog that, according to the centre's publicly posted notice from June 18, 2026, involves reviewing more than 4,000 individual image files.

For those affected, the practical path forward is to contact the holding institution directly, request a file audit, and — where possible — submit a higher-resolution copy of the original photograph to reduce the likelihood of future automated flagging. Advocates say institutions should publish clear, step-by-step dispute processes on their home pages rather than burying them in archive policy documents. Several are now pushing the Victorian government's Creative Victoria funding body, which administers grants to many of the affected organisations, to include digital archive standards as a condition of future funding agreements.

The next formal opportunity to raise these standards comes at the Victorian Local Government Association's digital services forum scheduled for August 2026 in Melbourne's CBD. Community groups from Maribyrnong and Yarra say they plan to attend.