SOTAVerified

Image Reconstruction

Papers

Showing 551600 of 2143 papers

TitleStatusHype
Learning to See Through Dazzle0
Deep Separable Spatiotemporal Learning for Fast Dynamic Cardiac MRI0
Technical Note: An Efficient Implementation of the Spherical Radon Transform with Cylindrical Apertures0
GAM-Depth: Self-Supervised Indoor Depth Estimation Leveraging a Gradient-Aware Mask and Semantic ConstraintsCode1
Transformer-based Learned Image Compression for Joint Decoding and Denoising0
A Spatiotemporal Illumination Model for 3D Image Fusion in Optical Coherence Tomography0
Radio-astronomical Image Reconstruction with Conditional Denoising Diffusion ModelCode1
Diffusion Model with Cross Attention as an Inductive Bias for Disentanglement0
Compressive Recovery of Signals Defined on Perturbed Graphs0
HistoHDR-Net: Histogram Equalization for Single LDR to HDR Image Translation0
Memory-efficient deep end-to-end posterior network (DEEPEN) for inverse problems0
MIRT: a simultaneous reconstruction and affine motion compensation technique for four dimensional computed tomography (4DCT)0
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction0
Knowledge-driven deep learning for fast MR imaging: undersampled MR image reconstruction from supervised to un-supervised learning0
Towards Eliminating Hard Label Constraints in Gradient Inversion AttacksCode1
MCU-Net: A Multi-prior Collaborative Deep Unfolding Network with Gates-controlled Spatial Attention for Accelerated MR Image Reconstruction0
DARCS: Memory-Efficient Deep Compressed Sensing Reconstruction for Acceleration of 3D Whole-Heart Coronary MR Angiography0
Image2Points:A 3D Point-based Context Clusters GAN for High-Quality PET Image ReconstructionCode1
Through-Wall Imaging based on WiFi Channel State InformationCode1
All-optical complex field imaging using diffractive processors0
Evaluation of pseudo-healthy image reconstruction for anomaly detection with deep generative models: Application to brain FDG PETCode0
A 2D Sinogram-Based Approach to Defect Localization in Computed Tomography0
ASCNet: Asymmetric Sampling Correction Network for Infrared Image DestripingCode2
Study of the gOMP Algorithm for Recovery of Compressed Sensed Hyperspectral Images0
Learning Representations for Clustering via Partial Information Discrimination and Cross-Level InteractionCode0
Weighted Spectral Filters for Kernel Interpolation on Spheres: Estimates of Prediction Accuracy for Noisy Data0
MIMIC: Mask Image Pre-training with Mix Contrastive Fine-tuning for Facial Expression Recognition0
Efficient Parallel Algorithms for Inpainting-Based Representations of 4K Images -- Part I: Homogeneous Diffusion Inpainting0
Structure from Duplicates: Neural Inverse Graphics from a Pile of ObjectsCode1
SyCoCa: Symmetrizing Contrastive Captioners with Attentive Masking for Multimodal Alignment0
Mind Artist: Creating Artistic Snapshots with Human ThoughtCode0
PaReNeRF: Toward Fast Large-scale Dynamic NeRF with Patch-based Reference0
Reconstruction-free Cascaded Adaptive Compressive Sensing0
Leveraging Frame Affinity for sRGB-to-RAW Video De-rendering0
Boosting Spike Camera Image Reconstruction from a Perspective of Dealing with Spike FluctuationsCode1
SPECAT: SPatial-spEctral Cumulative-Attention Transformer for High-Resolution Hyperspectral Image ReconstructionCode1
QUADify: Extracting Meshes with Pixel-level Details and Materials from Images0
Generative Model-Driven Synthetic Training Image Generation: An Approach to Cognition in Rail Defect DetectionCode0
Learning from small data sets: Patch-based regularizers in inverse problems for image reconstruction0
ReSynthDetect: A Fundus Anomaly Detection Network with Reconstruction and Synthetic Features0
High-Fidelity Diffusion-based Image Editing0
Neural Born Series Operator for Biomedical Ultrasound Computed Tomography0
BrainVis: Exploring the Bridge between Brain and Visual Signals via Image ReconstructionCode1
Multi-task Learning To Improve Semantic Segmentation Of CBCT Scans Using Image Reconstruction0
SISMIK for brain MRI: Deep-learning-based motion estimation and model-based motion correction in k-space0
VectorTalker: SVG Talking Face Generation with Progressive Vectorisation0
Hyperspectral Image Reconstruction via Combinatorial Embedding of Cross-Channel Spatio-Spectral CluesCode1
Robustness of Deep Learning for Accelerated MRI: Benefits of Diverse Training DataCode0
Facial Image Reconstruction and its Influence to Face RecognitionCode0
Single PW takes a shortcut to compound PW in US imaging0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1Taming-VQGAN (16x16)FID3.64Unverified
2VQGAN-LC (16x16)FID2.62Unverified
3MaskGIT-VQGAN (16x16)FID2.28Unverified
4RQ-VAE (8x8x16)FID1.83Unverified
5TiTok-S-128FID1.71Unverified
6MaskBit (16x16)FID1.66Unverified
7ViT-VQGAN (16x16)FID1.28Unverified
8Open-Magvit2 (16x16)FID1.17Unverified
9Mo-VQGAN (16x16x4)FID1.12Unverified
10IBQ (16x16)FID1Unverified
#ModelMetricClaimedVerifiedStatus
1VAR (16x16)rFID9.85Unverified
2VQGAN (16x16)rFID5.95Unverified
3LlamaGen (16x16)rFID5.59Unverified
4Open-Magvit2 (16x16)rFID4.18Unverified
5MGVQ (16x16x4)rFID1.59Unverified
6SD-VAE (16x16)rFID1.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID96.31Unverified
2bFTFID74.9Unverified
3Xian et al._FID60.85Unverified
4PI-RECFID0.07Unverified
#ModelMetricClaimedVerifiedStatus
1pix2pixFID197.49Unverified
2bFTFID121.2Unverified
3Xian et al._FID44.76Unverified
4PI-RECFID0.02Unverified
#ModelMetricClaimedVerifiedStatus
1Ours (STFT: magnitude, L1l=1) W-ReplicateSSIM0.88Unverified
2Ours (STFT: magnitude, L1l=1) WS-ReplicateSSIM0.86Unverified
#ModelMetricClaimedVerifiedStatus
1AugVAE-SLFID3.28Unverified
2AugVAE-MLFID1.04Unverified
#ModelMetricClaimedVerifiedStatus
1bFTFID58.4Unverified
#ModelMetricClaimedVerifiedStatus
1SwinSFAverage PSNR39.61Unverified