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Frame from ProFORMA: Probabilistic Feature-based On-line Rapid Model Acquisition Plays via YouTube's privacy-enhanced embed

ProFORMA: Probabilistic Feature-based On-line Rapid Model Acquisition

QiPanComputerVision
Demos
YouTube
Cited on HN 3 times, 2010–2014, never outright recommended score 0
Years with an HN recommendation, 2007–2026

HN cites it as an early demo of generating 3D models just by filming an object, in threads on Kinect, 3D printing and depth cameras.

A three-minute demo of ProFORMA, a system from Cambridge that builds textured 3D models live from a video of an object.

“this demo is showing 3D generation by just filming the object” (HN, 2014)

3 citations · Demos · intermediate · partly dated

3 Hacker News comments

From the HN archive; up to 20 kept per video, favoring different commenters. Recommendations first.

@MarkNederhoed Nov 2010 Cites it
on HN thread Hacked Kinect is now a 3D video capture tool
It's rough but still pretty damn cool. Software that does this from footage can easily be in the thousands of dollars. Image the results if you pair a kinect with this: [this video]
Demo of 3D model capture from video footage
@AUmrysh May 2013 Cites it
on HN thread Poll: Do you have a 3d printer?
Read more
I was at a local hackerspace and paid about $180 into a building class, but then it didn't work out and other things came up in my personal life and that of the person giving the classes. I think the $200-$300 range is where it's going to have to get to before 3d printers become wildly popular. Most people can overlook the low quality of the prints and the acetone wash if the cost of the printer is less than that of an iPad. Not everyone is going to want to use a 3d printer, but I feel like those of us who do want them but don't have them just don't feel that the price justifies the quality of current printers. The other barrier to ubiquitous 3d printer use is, in my opinion, a lack of cheap 3d scanning technology. Sure, you can use the laser line w/ turntable and camera scanner, but there are a number of issues, concavities and post-scan modeling work being the two largest I see. There are algorithms which can be used to take a webcam video feed and generate a 3d model from that, like proFORMA: [this video] ,but the source to that was never released. There are commercial products which can do this, but I think that until there is an open source/free option for this kind of scanning, it's going to be another barrier to people getting 3d printers.
Example of webcam-based 3D model generation with unreleased source
@ohwp Apr 2014 Cites it
on HN thread Depth data viewer for Google Camera
By taking pictures of different angles a point cloud can be generated from the depth data which can be triangulated into a 3D model. I own a 3D printer and hope 3D scanning apps will soon be available. On the other hand, this demo is showing 3D generation by just filming the object: [this video] I wonder why this didn't take off.
Demo of generating a 3D model just by filming an object

Video list and Hacker News comment labels from HackerTube (prompted by @karpathy), released under ODC-By 1.0, built on the open-index/hacker-news archive. Hacker News data is provided by Y Combinator; comments remain the work of their authors. Video titles, channel names and thumbnails belong to their creators and are shown via YouTube. HackerTube Watch is an unofficial edition. Data export of 2026-10-31.

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