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Image Reconstruction

Papers

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Showing 951–1000 of 2143 papers

TitleStatusHype
Computing support for advanced medical data analysis and imaging—0
From Image- to Pixel-level: Label-efficient Hyperspectral Image Reconstruction—0
From Depth What Can You See? Depth Completion via Auxiliary Image Reconstruction—0
A Primal-dual algorithm for image reconstruction with ICNNs—0
FRIST - Flipping and Rotation Invariant Sparsifying Transform Learning and Applications—0
Computed tomography using meta-optics—0
Frequency-Space Prediction Filtering for Phase Aberration Correction in Plane-Wave Ultrasound—0
Frequency-aware optical coherence tomography image super-resolution via conditional generative adversarial neural network—0
Computationally Efficient Deep Neural Network for Computed Tomography Image Reconstruction—0
Approximate Extraction of Late-Time Returns via Morphological Component Analysis—0
Advanced Variations of Two-Dimensional Principal Component Analysis for Face Recognition—0
FreqSelect: Frequency-Aware fMRI-to-Image Reconstruction—0
Image contrast enhancement based on the Schrödinger operator spectrum—0
FoVolNet: Fast Volume Rendering using Foveated Deep Neural Networks—0
Image Embedded Segmentation: Uniting Supervised and Unsupervised Objectives for Segmenting Histopathological Images—0
Computational imaging with the human brain—0
Fourth-Order Nonlocal Tensor Decomposition Model for Spectral Computed Tomography—0
Image Generative Semantic Communication with Multi-Modal Similarity Estimation for Resource-Limited Networks—0
Image as First-Order Norm+Linear Autoregression: Unveiling Mathematical Invariance—0
Computational Imaging Through Atmospheric Turbulence—0
Application of Unsupervised Domain Adaptation for Structural MRI Analysis—0
Fourier Imager Network (FIN): A deep neural network for hologram reconstruction with superior external generalization—0
Foreground-attention in neural decoding: Guiding Loop-Enc-Dec to reconstruct visual stimulus images from fMRI—0
Computational Imaging for VLBI Image Reconstruction—0
Image Reconstruction by Splitting Expectation Propagation Techniques from Iterative Inversion—0
Image Reconstruction for Accelerated MR Scan with Faster Fourier Convolutional Neural Networks—0
Focus On What Matters: Separated Models For Visual-Based RL Generalization—0
Focus on Content not Noise: Improving Image Generation for Nuclei Segmentation by Suppressing Steganography in CycleGAN—0
Image Reconstruction from an Elastically Distorted Scan—0
Image Reconstruction from Bag-of-Visual-Words—0
Image reconstruction from dense binary pixels—0
Computational Image Formation: Simulators in the Deep Learning Era—0
ADV2E: Bridging the Gap Between Analogue Circuit and Discrete Frames in the Video-to-Events Simulator—0
Image reconstruction from limited range projections using orthogonal moments—0
Image Reconstruction: From Sparsity to Data-adaptive Methods and Machine Learning—0
Image Reconstruction from Undersampled Confocal Microscopy Data using Multiresolution Based Maximum Entropy Regularization—0
Practical Operator Sketching Framework for Accelerating Iterative Data-Driven Solutions in Inverse Problems—0
Image Reconstruction of Multi Branch Feature Multiplexing Fusion Network with Mixed Multi-layer Attention—0
3D endoscopic depth estimation using 3D surface-aware constraints—0
Image reconstruction through metamorphosis—0
Computational Hyperspectral Imaging Based on Dimension-Discriminative Low-Rank Tensor Recovery—0
Image Reconstruction using Enhanced Vision Transformer—0
Image Reconstruction using Matched Wavelet Estimated from Data Sensed Compressively using Partial Canonical Identity Matrix—0
Image Reconstruction using Superpixel Clustering and Tensor Completion—0
FixPix: Fixing Bad Pixels using Deep Learning—0
Image reconstruction with imperfect forward models and applications in deblurring—0
Computational ghost imaging using a field-programmable gate array—0
A Polarization-Aided Transformer for Image Deblurring via Motion Vector Decomposition—0
Finite Hilbert Transform in Weighted L2 Spaces—0
Computational distributed fiber-optic sensing—0
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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