F2 chronicles
Forensic Mysteries
case study
generative renders from post-mortem visual assets
.report
002 F2-PM
related entity
Federal Bureau of Investigation [FBI]
Police Department
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Postmortem and Antemortem Depictions




Challenge

A postmortem drawing is one that is generated when human remains are found in reasonably good condition. The forensic artist works from morgue photographs, crime scene photographs or by viewing the actual body. The forensic artist is asked to create an approximate facial likeness in order to help provide an identity to an unidentified decedent.
the accurate reconstruction of post-mortem visuals plays a crucial role in investigations and identification processes. Traditional methods often rely on artist renditions and limited data, resulting in less precise reconstructions. The challenge was to leverage AI and machine learning to transform post-mortem visual assets into highly detailed and lifelike images, enhancing the accuracy and reliability of forensic reconstructions.

Approach

collecting extensive datasets of post-mortem images, photos, and corresponding lifelike images. This data was meticulously analyzed to understand the intricacies and patterns necessary for accurate reconstruction.
Utilizing advanced machine learning algorithms, we developed a framework capable of interpreting and enhancing post-mortem visuals.
Solution

The AI-driven solution we developed converts post-mortem visual assets, such as sketches, photos or incomplete visual data, into photorealistic and lifelike images. This technology leverages sophisticated machine learning algorithms to generate highly accurate and detailed reconstructions, providing forensic experts with powerful tools for identification and investigation



Disclaimer:

This presentation contains photos of deceased individuals, which may be sensitive or distressing to some viewers. Viewer discretion is advised.



synthesized visual from the initial sketch
synthesized visual from the initial sketch
Left Image: Postmortem drawing of the victim derived from crime scene and morgue photographs
Right Image: Photograph of the victim in life after being identified from the drawing.
synthesized visual from the photo.
synthesized visual from the photo
Left Image: Postmortem drawing of the victim derived from crime scene and morgue photographs.
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