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Demosaicking

Most modern digital cameras acquire color images by measuring only one color channel per pixel, red, green, or blue, according to a specific pattern called the Bayer pattern. Demosaicking is the processing step that reconstruct a full color image given these incomplete measurements.

Source: Revisiting Non Local Sparse Models for Image Restoration

Papers

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Showing 1–50 of 150 papers

TitleStatusHype
PIDSR: Complementary Polarized Image Demosaicing and Super-ResolutionCode1
Retinex-RAWMamba: Bridging Demosaicing and Denoising for Low-Light RAW Image EnhancementCode1
DemosaicFormer: Coarse-to-Fine Demosaicing Network for HybridEVS CameraCode1
Toward Accurate and Temporally Consistent Video Restoration from Raw DataCode1
Toward DNN of LUTs: Learning Efficient Image Restoration with Multiple Look-Up TablesCode1
Joint demosaicing and fusion of multiresolution coded acquisitions: A unified image formation and reconstruction methodCode1
A Differentiable Two-stage Alignment Scheme for Burst Image Reconstruction with Large ShiftCode1
Adaptive Cross-Layer Attention for Image RestorationCode1
Two-Stage is Enough: A Concise Deep Unfolding Reconstruction Network for Flexible Video Compressive SensingCode1
Adaptive Deep PnP Algorithm for Video Snapshot Compressive ImagingCode1
Formulating Event-based Image Reconstruction as a Linear Inverse Problem with Deep Regularization using Optical FlowCode1
CDLNet: Noise-Adaptive Convolutional Dictionary Learning Network for Blind Denoising and DemosaicingCode1
Dynamic Attentive Graph Learning for Image RestorationCode1
End-to-End Learning for Joint Image Demosaicing, Denoising and Super-ResolutionCode1
Beyond Joint Demosaicking and Denoising: An Image Processing Pipeline for a Pixel-bin Image SensorCode1
PyNET-CA: Enhanced PyNET with Channel Attention for End-to-End Mobile Image Signal ProcessingCode1
Memory-Efficient Network for Large-scale Video Compressive SensingCode1
Joint Denoising and Demosaicking with Green Channel Prior for Real-world Burst ImagesCode1
Plug-and-Play Algorithms for Video Snapshot Compressive ImagingCode1
AIM 2020 Challenge on Learned Image Signal Processing PipelineCode1
Plug-and-Play Image Restoration with Deep Denoiser PriorCode1
Joint Demosaicing and Denoising With Self GuidanceCode1
An Adaptive Neural Network for Unsupervised Mosaic Consistency Analysis in Image ForensicsCode1
Pyramid Attention Networks for Image RestorationCode1
Replacing Mobile Camera ISP with a Single Deep Learning ModelCode1
Fully Trainable and Interpretable Non-Local Sparse Models for Image RestorationCode1
NTIRE 2025 the 2nd Restore Any Image Model (RAIM) in the Wild Challenge—0
Seeing like a Cephalopod: Colour Vision with a Monochrome Event Camera—0
Examining Joint Demosaicing and Denoising for Single-, Quad-, and Nona-Bayer Patterns—0
Multispectral Demosaicing via Dual Cameras—0
Fractal-IR: A Unified Framework for Efficient and Scalable Image Restoration—0
Frequency Enhancement for Image DemosaickingCode0
Binarized Mamba-Transformer for Lightweight Quad Bayer HybridEVS DemosaicingCode0
Generative Model-Assisted Demosaicing for Cross-multispectral Cameras—0
Learning Joint Denoising, Demosaicing, and Compression from the Raw Natural Image Noise DatasetCode0
Unveiling Hidden Details: A RAW Data-Enhanced Paradigm for Real-World Super-Resolution—0
MambaSCI: Efficient Mamba-UNet for Quad-Bayer Patterned Video Snapshot Compressive Imaging—0
Combining Pre- and Post-Demosaicking Noise Removal for RAW Video—0
Efficient Polarization Demosaicking via Low-cost Edge-aware and Inter-channel CorrelationCode0
How to Best Combine Demosaicing and Denoising?—0
A self-supervised and adversarial approach to hyperspectral demosaicking and RGB reconstruction in surgical imaging—0
Learning deep illumination-robust features from multispectral filter array imagesCode0
Learning Binary Color Filter Arrays with Trainable Hard ThresholdingCode0
Deep convolutional demosaicking network for multispectral polarization filter array—0
A New Multi-Picture Architecture for Learned Video Deinterlacing and Demosaicing with Parallel Deformable Convolution and Self-Attention BlocksCode0
Event Camera Demosaicing via Swin Transformer and Pixel-focus LossCode0
Efficient and Accurate Hyperspectral Image Demosaicing with Neural Network Architectures—0
A Joint Multi-Gradient Algorithm for Demosaicing Bayer Images—0
Pixel-Inconsistency Modeling for Image Manipulation Localization—0
Joint Demosaicing and Denoising with Double Deep Image Priors—0
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