SOTAVerified

Image Reconstruction

Papers

Recently AddedMost HypedMost ActiveNeeds VerificationMost Verified

Showing 1301–1350 of 2143 papers

TitleStatusHype
The model is the message: Lightweight convolutional autoencoders applied to noisy imaging data for planetary science and astrobiology—0
The MRI Scanner as a Diagnostic: Image-less Active Sampling—0
The object detection method aids in image reconstruction evaluation and clinical interpretation of meniscal abnormalities—0
The Power of Complementary Regularizers: Image Recovery via Transform Learning and Low-Rank Modeling—0
The Property of Frequency Shift in 2D-FRFT Domain with Application to Image Encryption—0
The pursuit of beauty: Converting image labels to meaningful vectors—0
The R2D2 Deep Neural Network Series for Scalable Non-Cartesian Magnetic Resonance Imaging—0
The R2D2 deep neural network series paradigm for fast precision imaging in radio astronomy—0
The Role of Stem Noise in Visual Perception and Image Quality Measurement—0
The Sparse Reverse of Principal Component Analysis for Fast Low-Rank Matrix Completion—0
The two-dimensional Gabor function adapted to natural image statistics: A model of simple-cell receptive fields and sparse structure in images—0
Three-Dimensional Photoacoustic Tomography using Delay Multiply and Sum Beamforming Algorithm—0
Time of arrival imaging: The proof of concept for a novel medical imaging modality—0
TomoGRAF: A Robust and Generalizable Reconstruction Network for Single-View Computed Tomography—0
Tomographic Foundation Model -- FORCE: Flow-Oriented Reconstruction Conditioning Engine—0
Tomographic Image Reconstruction using Training images—0
Toward a Thinking Microscope: Deep Learning in Optical Microscopy and Image Reconstruction—0
Towards a robust R2D2 paradigm for radio-interferometric imaging: revisiting DNN training and architecture—0
Toward Scalable Image Feature Compression: A Content-Adaptive and Diffusion-Based Approach—0
Towards Coding for Human and Machine Vision: A Scalable Image Coding Approach—0
Towards Consistent and Controllable Image Synthesis for Face Editing—0
Towards Fast and Light-Weight Restoration of Dark Images—0
Towards Head Computed Tomography Image Reconstruction Standardization with Deep Learning Assisted Automatic Detection—0
Inducing Hierarchical Compositional Model by Sparsifying Generator Network—0
Towards Large-scale Single-shot Millimeter-wave Imaging for Low-cost Security Inspection—0
Towards Lensless Image Deblurring with Prior-Embedded Implicit Neural Representations in the Low-Data Regime—0
Towards Low-Photon Nanoscale Imaging: Holographic Phase Retrieval via Maximum Likelihood Optimization—0
Towards Physics-informed Cyclic Adversarial Multi-PSF Lensless Imaging—0
Towards Prospective Medical Image Reconstruction via Knowledge-Informed Dynamic Optimal Transport—0
Towards radio astronomical imaging using an arbitrary basis—0
Towards Reducing Aleatoric Uncertainty for Medical Imaging Tasks—0
Towards Semantic Communications: Deep Learning-Based Image Semantic Coding—0
Towards Universal Learning-based Model for Cardiac Image Reconstruction: Summary of the CMRxRecon2024 Challenge—0
Traffic sign detection and recognition using event camera image reconstruction—0
Training a Task-Specific Image Reconstruction Loss—0
Training and Classification using a Restricted Boltzmann Machine on the D-Wave 2000Q—0
Training Deep Spiking Auto-encoders without Bursting or Dying Neurons through Regularization—0
Training End-to-End Unrolled Iterative Neural Networks for SPECT Image Reconstruction—0
Training Variational Networks with Multi-Domain Simulations: Speed-of-Sound Image Reconstruction—0
TransEM:Residual Swin-Transformer based regularized PET image reconstruction—0
Transformer-based dimensionality reduction—0
Transformer-based Image Compression—0
Transformer-based Learned Image Compression for Joint Decoding and Denoising—0
Transform Learning for Magnetic Resonance Image Reconstruction: From Model-based Learning to Building Neural Networks—0
TriDo-Former: A Triple-Domain Transformer for Direct PET Reconstruction from Low-Dose Sinograms—0
Two Birds with One Stone: Multi-Task Semantic Communications Systems over Relay Channel—0
Two-dimensional Bhattacharyya bound linear discriminant analysis with its applications—0
Two-layer clustering-based sparsifying transform learning for low-dose CT reconstruction—0
Two-Phase Multi-Dose-Level PET Image Reconstruction with Dose Level Awareness—0
Two-Stage Deep Learning for Accelerated 3D Time-of-Flight MRA without Matched Training Data—0
Show:102550
← PrevPage 27 of 43Next →
All datasetsImageNetUltra-High Resolution Image Reconstruction BenchmarkEdge-to-HandbagsEdge-to-ShoesAudio SetImageNet 256x256Edge-to-ClothesSpike-X4K

Benchmark Results

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