Kernel Design
Define convolution matrices — edge detection, blur, sharpen, emboss. Each kernel encodes a visual operation as pure mathematics.
Studio notes / Stage 3
Two fundamentally different approaches — deliberate mathematical composition or intuitive discovery via the 128-key cashier panel.
Your image and decisions continue through these four pages.
Stage 3 / 04
An unlabeled interface encourages gesture and rhythm over semantic control.
A twelve-key study using real editor presets, inspired by the artist’s physical 128-key panel. Every press acts on the previous result.
Developing the image…
A deliberate mode optimizes control; an intuitive mode optimizes discovery.
| Mathematical | Intuitive |
|---|---|
| Deliberate parameter selection | 128-key cashier panel |
| Reproducible results | Unrepeatable sequences |
| Control over emergence | Emergence over control |
| Algorithm as tool | Algorithm as collaborator |
| Vision → Output | Output → Discovery |
Methods are chosen, parameterized, and iterated with explicit intent.
Define convolution matrices — edge detection, blur, sharpen, emboss. Each kernel encodes a visual operation as pure mathematics.
Generate Perlin, Worley, or value noise at multiple octaves. Layered noise creates organic complexity from simple functions.
Shift between RGB, HSL, OKLCH, and indexed palettes. Mathematical color manipulation enables effects impossible in traditional media.
Run algorithms repeatedly with parameter sweeps. Each iteration compounds transformations, building visual depth.
Layer and blend multiple passes using mathematical operations — multiply, screen, difference, dissolve.
Visual feedback drives the next move rather than predefined plans.
An unmarked keyboard with 128 keys mapped to effect macros. No labels — muscle memory replaces deliberation.
Apply algorithms sequentially to a live canvas. Each key press transforms the entire image in real time.
Decisions guided entirely by visual output, not by knowing which effect was applied. The abstraction emerges from intuition, not planning.
Unexpected combinations produce results no deliberate process would reach. The panel encourages exploration over control.
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