Spiral Data Compression: Self-Similar Encoding for Audio, Image and Vector Systems
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| Format: | Recurso digital |
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2025
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| _version_ | 1866901257682157568 |
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| author | Garbar, Iryna |
| author_facet | Garbar, Iryna |
| contents | <p>This preprint introduces Spiral Data Compression (SDC), a geometric encoding framework that distributes <br>information along logarithmic spiral coordinates. The method reduces redundancy, eliminates block artifacts, <br>improves reconstructability, and enhances noise resilience by leveraging self-similarity and exponential scaling. <br>Applications include audio codecs, image encoding, vector compression, high-dimensional data clustering, <br>sensor data processing, and AI preprocessing.</p> |
| format | Recurso digital |
| id | zenodo_https___doi_org_10_5281_zenodo_17821104 |
| institution | Zenodo |
| language | |
| publishDate | 2025 |
| publisher | Zenodo |
| record_format | zenodo |
| spellingShingle | Spiral Data Compression: Self-Similar Encoding for Audio, Image and Vector Systems Garbar, Iryna data compression spiral encoding self-similarity image encoding audio compression vector geometry geometric encoding noise robustness <p>This preprint introduces Spiral Data Compression (SDC), a geometric encoding framework that distributes <br>information along logarithmic spiral coordinates. The method reduces redundancy, eliminates block artifacts, <br>improves reconstructability, and enhances noise resilience by leveraging self-similarity and exponential scaling. <br>Applications include audio codecs, image encoding, vector compression, high-dimensional data clustering, <br>sensor data processing, and AI preprocessing.</p> |
| title | Spiral Data Compression: Self-Similar Encoding for Audio, Image and Vector Systems |
| topic | data compression spiral encoding self-similarity image encoding audio compression vector geometry geometric encoding noise robustness |
| url | https://doi.org/10.5281/zenodo.17821104 |