Super Resolution

Supplementary material for the paper "PERCEPTUAL LEARNED IMAGE COMPRESSION VIA END-TO-END JND-BASED OPTIMIZATION", IEEE ICIP 2024

Full-reference objective quality index for reconstructed background images.

Supplementary material for the paper "Lightweight Multitask Learning for Robust JND Prediction using Latent Space and Reconstructed Frames", IEEE TCSVT, 2024.

Supplementary material for the paper "MTJND: MULTI-TASK DEEP LEARNING FRAMEWORK FOR IMPROVED JND PREDICTION", IEEE ICIP 2023

Full-Reference Image Quality Assessment models based on ensemble of gradient boosting

An online listening test.

[ECCV 2024] Enhancing Perceptual Quality in Video Super-Resolution through Temporally-Consistent Detail Synthesis using Diffusion Models

Official code (Pytorch) for paper Perception-Enhanced Single Image Super-Resolution via Relativistic Generative Networks

Supplementary material for the paper "BL-JUNIPER: A CNN Assisted Framework for Perceptual Video Coding Leveraging Block Level JND", IEEE TMM 2022

[ Official ] - PIPAL Dataset and Training Codebase. ECCV-2020, NTIRE-21/22.

Code for "Adversarial and Perceptual Refinement Compressed Sensing MRI Reconstruction"

Learning-based Just-noticeable-quantization-distortion Model for perceptual video coding

A metric for Perceptual Image-Error Assessment through Pairwise Preference (PieAPP at CVPR 2018).