SOTAVerified

Super-Resolution

Super-Resolution is a task in computer vision that involves increasing the resolution of an image or video by generating missing high-frequency details from low-resolution input. The goal is to produce an output image with a higher resolution than the input image, while preserving the original content and structure.

( Credit: MemNet )

Papers

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Showing 2451–2500 of 3874 papers

TitleStatusHype
Rich Feature Distillation with Feature Affinity Module for Efficient Image Dehazing—0
RingCNN: Exploiting Algebraically-Sparse Ring Tensors for Energy-Efficient CNN-Based Computational Imaging—0
Robust Emotion Recognition from Low Quality and Low Bit Rate Video: A Deep Learning Approach—0
Robust Image Filtering Using Joint Static and Dynamic Guidance—0
Robust image reconstruction from multi-view measurements—0
Robust Multi-Image Based Blind Face Hallucination—0
Robust Online Video Super-Resolution Using an Efficient Alternating Projections Scheme—0
Robust PCA Unrolling Network for Super-resolution Vessel Extraction in X-ray Coronary Angiography—0
Robust Regression via Deep Negative Correlation Learning—0
Robust Single Image Super-Resolution via Deep Networks With Sparse Prior—0
Robust Spectral Compressed Sensing via Structured Matrix Completion—0
Robust Super-Resolution GAN, with Manifold-based and Perception Loss—0
Super-Resolution of Real-World Faces—0
Robust Unpaired Single Image Super-Resolution of Faces—0
Robust Video Super-Resolution With Learned Temporal Dynamics—0
Rolling Shutter Super-Resolution—0
Rotationally Equivariant Super-Resolution of Velocity Fields in Two-Dimensional Fluids Using Convolutional Neural Networks—0
RR-DnCNN v2.0: Enhanced Restoration-Reconstruction Deep Neural Network for Down-Sampling Based Video Coding—0
RRSR:Reciprocal Reference-based Image Super-Resolution with Progressive Feature Alignment and Selection—0
RSDiff: Remote Sensing Image Generation from Text Using Diffusion Model—0
RTSR: A Real-Time Super-Resolution Model for AV1 Compressed Content—0
S2Gaussian: Sparse-View Super-Resolution 3D Gaussian Splatting—0
S3RP: Self-Supervised Super-Resolution and Prediction for Advection-Diffusion Process—0
SAINT: Spatially Aware Interpolation NeTwork for Medical Slice Synthesis—0
Sampling Based Scene-Space Video Processing—0
SASNet: Spatially-Adaptive Sinusoidal Neural Networks—0
SatDiffMoE: A Mixture of Estimation Method for Satellite Image Super-resolution with Latent Diffusion Models—0
Satellite Image Small Target Application Based on Deep Segmented Residual Neural Network—0
SATVSR: Scenario Adaptive Transformer for Cross Scenarios Video Super-Resolution—0
Scalable image coding based on epitomes—0
Scale-Agnostic Super-Resolution in MRI using Feature-Based Coordinate Networks—0
Scale-arbitrary Invertible Image Downscaling—0
Scale-aware Super-resolution Network with Dual Affinity Learning for Lesion Segmentation from Medical Images—0
Scale-Invariant Adversarial Attack against Arbitrary-scale Super-resolution—0
Scale-Transferrable Object Detection—0
SCAN-MUSIC: An Efficient Super-resolution Algorithm for Single Snapshot Wide-band Line Spectral Estimation—0
Scene Prior Filtering for Depth Super-Resolution—0
Scene Text Image Super-Resolution via Content Perceptual Loss and Criss-Cross Transformer Blocks—0
Screentone-Aware Manga Super-Resolution Using DeepLearning—0
SCSNet: An Efficient Paradigm for Learning Simultaneously Image Colorization and Super-Resolution—0
SeCo-INR: Semantically Conditioned Implicit Neural Representations for Improved Medical Image Super-Resolution—0
Seeing Eye to AI? Applying Deep-Feature-Based Similarity Metrics to Information Visualization—0
Super Images -- A New 2D Perspective on 3D Medical Imaging Analysis—0
SEGSRNet for Stereo-Endoscopic Image Super-Resolution and Surgical Instrument Segmentation—0
Seirios: Leveraging Multiple Channels for LoRaWAN Indoor and Outdoor Localization—0
Self-Enhanced Convolutional Network for Facial Video Hallucination—0
Self-FiLM: Conditioning GANs with self-supervised representations for bandwidth extension based speaker recognition—0
Self-FuseNet: Data Free Unsupervised Remote Sensing Image Super-Resolution—0
Selfie Periocular Verification using an Efficient Super-Resolution Approach—0
Self-Organized Residual Blocks for Image Super-Resolution—0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1super-resolutionAverage PSNR20.41—Unverified