Harry Gao

SINCO: A Novel Structural Regularizer for Image Compression Using Implicit Neural Representations

Implicit neural representations (INR) have been recently proposed as deep learning (DL) based solutions for image compression. An image can be compressed by training an INR model with fewer weights than the number of image pixels to map the coordinates of the image to corresponding pixel values. Whi…