Cover Image

Deep learning-based blind image super-resolution with iterative kernel reconstruction and noise estimation

Fuente: arXiv

Saved in:

Bibliographic Details
Main Authors:	Ates, Hasan F., Yildirim, Suleyman, Gunturk, Bahadir K.
Format:	Preprint
Published:	2024
Subjects:	Image and Video Processing Machine Learning I.4.4
Online Access:	Acceder al recurso
Tags:	Add Tag No Tags, Be the first to tag this record!

Similar Items

Image and Video Compression using Generative Sparse Representation with Fidelity Controls
by: Jiang, Wei, et al.
Published: (2024)

DeepInverse: A Python package for solving imaging inverse problems with deep learning
by: Tachella, Julián, et al.
Published: (2025)

Deep Variational Network Toward Blind Image Restoration
by: Yue, Zongsheng, et al.
Published: (2020)

SAR Despeckling via Regional Denoising Diffusion Probabilistic Model
by: Hu, Xuran, et al.
Published: (2024)

Wavefront Randomization Improves Deconvolution
by: Kohli, Amit, et al.
Published: (2024)

Serpent: Scalable and Efficient Image Restoration via Multi-scale Structured State Space Models
by: Sepehri, Mohammad Shahab, et al.
Published: (2024)

Neural Image Compression Using Masked Sparse Visual Representation
by: Jiang, Wei, et al.
Published: (2023)

The Determinant Ratio Matrix Approach to Solving 3D Matching and 2D Orthographic Projection Alignment Tasks
by: Hanson, Andrew J., et al.
Published: (2025)

DiracDiffusion: Denoising and Incremental Reconstruction with Assured Data-Consistency
by: Fabian, Zalan, et al.
Published: (2023)

Reversing Flow for Image Restoration
by: Qin, Haina, et al.
Published: (2025)

Bridging Knowledge Gap Between Image Inpainting and Large-Area Visible Watermark Removal
by: Leng, Yicheng, et al.
Published: (2025)

NM-FlowGAN: Modeling sRGB Noise without Paired Images using a Hybrid Approach of Normalizing Flows and GAN
by: Han, Young Joo, et al.
Published: (2023)

Deep Learning-Based Image Recovery and Pose Estimation for Resident Space Objects
by: Aberdeen, Louis, et al.
Published: (2025)

CT Reconstruction using Diffusion Posterior Sampling conditioned on a Nonlinear Measurement Model
by: Li, Shudong, et al.
Published: (2023)

Learning Joint Denoising, Demosaicing, and Compression from the Raw Natural Image Noise Dataset
by: Brummer, Benoit, et al.
Published: (2025)

Sample selection with noise rate estimation in noise learning of medical image analysis
by: Li, Maolin, et al.
Published: (2023)

Self-Supervised Z-Slice Augmentation for 3D Bio-Imaging via Knowledge Distillation
by: Pasqui, Alessandro, et al.
Published: (2025)

WaveMixSR-V2: Enhancing Super-resolution with Higher Efficiency
by: Jeevan, Pranav, et al.
Published: (2024)

T2LR-Net: An unrolling network learning transformed tensor low-rank prior for dynamic MR image reconstruction
by: Zhang, Yinghao, et al.
Published: (2022)

Automatic Census of Mussel Platforms Using Sentinel 2 Images
by: Martin-Rodriguez, Fernando, et al.
Published: (2022)

Scanning Electron Microscopy-based Automatic Defect Inspection for Semiconductor Manufacturing: A Systematic Review
by: Dehaerne, Enrique, et al.
Published: (2024)

Accelerating block-level rate control for learned image compression
by: Dong, Muchen, et al.
Published: (2024)

Noisier2Inverse: Self-Supervised Learning for Image Reconstruction with Correlated Noise
by: Gruber, Nadja, et al.
Published: (2025)

Observation-only learning of neural mapping schemes for gappy satellite-derived ocean colour parameters
by: Dorffer, Clément, et al.
Published: (2025)

Polyp segmentation in colonoscopy images using DeepLabV3++
by: Islam, Al Mohimanul, et al.
Published: (2024)

Visible Iris Area as a Quality Metric for Reliable Iris Recognition Under Pupil Dilation and Eyelid Occlusion
by: Pessaud, Jack, et al.
Published: (2025)

HyperColorization: Propagating spatially sparse noisy spectral clues for reconstructing hyperspectral images
by: Aydin, M. Kerem, et al.
Published: (2024)

Boosting Neural Image Compression for Machines Using Latent Space Masking
by: Fischer, Kristian, et al.
Published: (2021)

TKwinFormer: Top k Window Attention in Vision Transformers for Feature Matching
by: Liao, Yun, et al.
Published: (2023)

Diffusion and Multi-Domain Adaptation Methods for Eosinophil Segmentation
by: Lin, Kevin, et al.
Published: (2024)

Quick unsupervised hyperspectral dimensionality reduction for earth observation: a comparison
by: Lupu, Daniela, et al.
Published: (2024)

A systematic review: Deep learning-based methods for pneumonia region detection
by: Xu, Xinmei
Published: (2024)

A method for supervoxel-wise association studies of age and other non-imaging variables from coronary computed tomography angiograms
by: Öfverstedt, Johan, et al.
Published: (2024)

FLD+: Data-efficient Evaluation Metric for Generative Models
by: Jeevan, Pranav, et al.
Published: (2024)

Defect Detection in Tire X-Ray Images: Conventional Methods Meet Deep Structures
by: Cozma, Andrei, et al.
Published: (2024)

Pushing the limits of cell segmentation models for imaging mass cytometry
by: Bird, Kimberley M., et al.
Published: (2024)

Deep histological synthesis from mass spectrometry imaging for multimodal registration
by: Bird, Kimberley M., et al.
Published: (2025)

Generalizing imaging biomarker repeatability studies using Bayesian inference: Applications in detecting heterogeneous treatment response in whole-body diffusion-weighted MRI of metastatic prostate cancer
by: Blackledge, Matthew D, et al.
Published: (2025)

Accelerating Image-based Pest Detection on a Heterogeneous Multi-core Microcontroller
by: Bompani, Luca, et al.
Published: (2024)

Iterative approach to reconstructing neural disparity fields from light-field data
by: Shi, Ligen, et al.
Published: (2024)