Jaedeok Kim

JDEC: JPEG Decoding via Enhanced Continuous Cosine Coefficients

We propose a practical approach to JPEG image decoding utilizing a local implicit neural representation with continuous cosine formulation. The JPEG algorithm significantly quantizes discrete cosine transform (DCT) spectra to achieve a high compression rate inevitably resulting in quality degradatio…