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Jintong Hu

2 accepted papers

2025

GaussianSR: High Fidelity 2D Gaussian Splatting for Arbitrary-Scale Image Super-Resolution

AAAI 2025technical

Implicit neural representations (INRs) have revolutionized arbitrary-scale super-resolution (ASSR) by modeling images as continuous functions. Most existing INR-based ASSR networks first extract features from the given low-resolution image using an encoder, and then render the super-resolved result…

Cited by 3SourcePDFScholar
2024

Residual Dense Swin Transformer for Continuous Depth-Independent Ultrasound Imaging

ICASSP 2024accepted

Ultrasound imaging is crucial for evaluating organ morphology and function, yet depth adjustment can degrade image quality and field-of-view, presenting a depth-dependent dilemma. Traditional interpolation-based zoom-in techniques often sacrifice detail and introduce artifacts. Motivated by the pote…

Cited by 0SourceScholar