High-Frequency First: A Two-Stage Approach for Improving Image INR

Sumit Kumar Dam, Mrityunjoy Gain, Eui-Nam Huh +1

Implicit Neural Representations (INRs) have emerged as a powerful alternative to traditional pixel-based formats by modeling images as continuous functions over spatial coordinates…