With the rapid development of neural networks, learned image compression (LIC) has surpassed traditional methods in the field of image compression. However, current LIC frameworks rely on ...

We also design a “rounding” algorithm based on the idea of effective resistance sampling to turn the continuous fractional solution into a feasible bit allocation strategy with integer number of bits ...

Algorithms, examples and tests for denoising, deblurring, zooming, dequantization and compressive imaging with total variation (TV) and second-order total generalized variation (TGV) regularization.