Generative Art Timeline · Chapter 7: Net Era (1990s)

1990

Fleshy Growth, Yoichiro Kawaguchi

Artwork · Japan

Fleshy Growth, Yoichiro Kawaguchi
Joi Ito. "Yoichiro Kawaguchi." Flickr. Last modified November 16, 2007. flickr.com

A monumentally important figure, Kawaguchi is a pioneer of computer 3D graphics and of procedural artificial-life work.

Heralded in Frank Popper’s Art of the Electronic Age, this example of the legendary growth algorithm by Kawaguchi stands out in the algorithm’s evolution. According to Popper, “The light, aided by the sophisticated technology of ray tracing recalls the art of Japanese lacquer or porcelain.” [Popper 88]

The same year, Kawaguchi spoke to SIGGRRAPH, saying:

“My pieces are being carried out on a paradigm that ‘growth model is created by the recursive structure of the self-organization, thus being the fruit of complexed form of evolutional cells.’”

Kawaguchi’s growth models, first presented at SIGGRAPH in 1982, are a procedural precursor to later artificial-life and AI art rather than machine learning themselves.

Text by Peter Bauman. Generative Art Timeline, Le Random, fact-checked September 2026.

Sources

People

Frank Popper, Yoichiro Kawaguchi

Movements

computer animation, Machine Learning Art

Filed under

Ideas
ai art, artificial life, biology, biomorphic forms, evolution, light, Machine Learning Art, recursion, self organization
Technologies
3D Graphics, computer animation, GROWTH model, machine learning, procedural generation, ray tracing
People
Frank Popper, Yoichiro Kawaguchi
Works
Art of the Electronic Age, Fleshy Growth
Organisations
SIGGRAPH
Places
Japan

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