SOTAVerified

Image Reconstruction

Papers

Showing 9511000 of 2143 papers

TitleStatusHype
Signal Reconstruction from Samples at Unknown Locations with Application to 2D Unknown View Tomography0
Discovering Structure From Corruption for Unsupervised Image Reconstruction0
Brain-Streams: fMRI-to-Image Reconstruction with Multi-modal Guidance0
DRMNet: Difference Image Reconstruction Enhanced Multiresolution Network for Optical Change Detection0
Adaptive Information Bottleneck Guided Joint Source and Channel Coding for Image Transmission0
DreamCatcher: Revealing the Language of the Brain with fMRI using GPT Embedding0
Brain Hematoma Marker Recognition Using Multitask Learning: SwinTransformer and Swin-Unet0
Image Analysis Based on Nonnegative/Binary Matrix Factorization0
Analysis of Diffractive Neural Networks for Seeing Through Random Diffusers0
A Joint Morphological Profiles and Patch Tensor Change Detection for Hyperspectral Imagery0
In-Domain GAN Inversion for Faithful Reconstruction and Editability0
Image computing for fibre-bundle endomicroscopy: A review0
Image contrast enhancement based on the Schrödinger operator spectrum0
Infrared Image Super-Resolution via Lightweight Information Split Network0
Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images0
DPER: Diffusion Prior Driven Neural Representation for Limited Angle and Sparse View CT Reconstruction0
Downscaled Representation Matters: Improving Image Rescaling with Collaborative Downscaled Images0
Image Generative Semantic Communication with Multi-Modal Similarity Estimation for Resource-Limited Networks0
Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical Invariance0
Deep dual stream residual network with contextual attention for pansharpening of remote sensing images0
DONet: Dual-Octave Network for Fast MR Image Reconstruction0
Image reconstruction algorithms in radio interferometry: from handcrafted to learned regularization denoisers0
Image Reconstruction as a Tool for Feature Analysis0
Deep Encoder-decoder Adversarial Reconstruction (DEAR) Network for 3D CT from Few-view Data0
Image Reconstruction by Splitting Expectation Propagation Techniques from Iterative Inversion0
Image Reconstruction for Accelerated MR Scan with Faster Fourier Convolutional Neural Networks0
Image Reconstruction for MRI using Deep CNN Priors Trained without Groundtruth0
Domain Adaptive Imitation Learning with Visual Observation0
Image Reconstruction from an Elastically Distorted Scan0
Image Reconstruction from Bag-of-Visual-Words0
Image reconstruction from dense binary pixels0
Analysis of Deep Image Prior and Exploiting Self-Guidance for Image Reconstruction0
A Boosting Method to Face Image Super-resolution0
Image reconstruction from limited range projections using orthogonal moments0
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning0
Image Reconstruction from Undersampled Confocal Microscopy Data using Multiresolution Based Maximum Entropy Regularization0
Do DALL-E and Flamingo Understand Each Other?0
Image Reconstruction of Multi Branch Feature Multiplexing Fusion Network with Mixed Multi-layer Attention0
Image Reconstruction of Static and Dynamic Scenes through Anisoplanatic Turbulence0
Image reconstruction through metamorphosis0
DMV3D: Denoising Multi-View Diffusion using 3D Large Reconstruction Model0
Image Reconstruction using Enhanced Vision Transformer0
Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix0
Image Reconstruction using Superpixel Clustering and Tensor Completion0
Image Reconstruction via Variational Network for Real-Time Hand-Held Sound-Speed Imaging0
Image reconstruction with imperfect forward models and applications in deblurring0
DLIMD: Dictionary Learning based Image-domain Material Decomposition for spectral CT0
Image Reconstruction without Explicit Priors0
Image Restoration from Patch-based Compressed Sensing Measurement0
Analysis of critical parameters of satellite stereo image for 3D reconstruction and mapping0
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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