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STRUCTURAL RECOGNITION / POINT PATTERNS

StarTagger

A constellation becomes a compact formula of local connections.

An experiment in identifying configurations by the topology of their successive nearest-neighbor attachments rather than a fixed camera coordinate system.

Historical interactive prototype2017VIC·TORI technical archive
StarTagger concept illustration: the same star pattern at multiple orientations linked to a structural code
Concept illustration of structural point-pattern recognition, not an algorithm screenshot or a verified numeric signature.

The recognition problem

Recognize the constellation, not the absolute coordinates.

StarTagger explores a compact code for a configuration of points. Instead of memorizing where every point lies, the method records how a local constellation is assembled through nearest-neighbor relations.

Point setClosest initial pairAttach nearest pointsStructural tag

The encoded relation

Incremental construction

The procedure starts from the closest pair. At each next step it selects the shortest connection between the growing set and an unassigned point, then records the index of the existing point that receives this attachment. Repeating the rule yields a sequence of parent indices.

In the preserved code this idea appears in routines such as chooseclosestpair(), naccept() and tag(). The output describes attachment structure rather than raw positions.

StarTagger point structure output
Archive view of the point-pattern demonstration and its generated tag.

Interactive demonstration

The archived browser experiment uses a star-filled toroidal scene, a movable observation circle and a numeric tag. Its interface is shown below exactly as preserved in the historical screenshot (English-language labels).

Archived StarTagger browser interface
Original interactive demonstration: a movable telescope aperture and a numeric point-structure signature.

Boundaries of the claim

The geometrical relations are insensitive to translation and rotation when nearest-neighbor ordering is preserved. This is not a guarantee of robustness to noise, missing points, nearly equal distances, or viewpoint-induced deformation. No broad reliability claim is made.

Status: historical browser prototype (v0.1, 2017); interactive code and archived output exist.

Related work

These connections describe related engineering ideas, not interchangeable products.

Historical materials are presented as evidence of project scope and engineering direction. No fresh benchmarks or restoration tests were conducted for this archive edition.