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A Closed-Form Solution to Retinex with Nonlocal Texture Constraints

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What this work says

Outgoing claims: the papers this work cites, builds on, or argues with.

inferredcites →https://doi.org/10.1007/3-540-55426-2_15openalex-snapshot
Recovering shading from color images
inferredcites →https://doi.org/10.1007/978-3-540-24671-8_22openalex-snapshot
Estimating Intrinsic Images from Image Sequences with Biased Illumination
inferredcites →https://doi.org/10.1007/978-3-642-15561-1_5openalex-snapshot
Correlation-Based Intrinsic Image Extraction from a Single Image
inferredcites →https://doi.org/10.1007/s11263-009-0243-zopenalex-snapshot
Entropy Minimization for Shadow Removal
inferredcites →https://doi.org/10.1023/a:1007925832420openalex-snapshot
Filters, Random Fields and Maximum Entropy (FRAME): Towards a Unified Theory for Texture Modeling
inferredcites →https://doi.org/10.1023/a:1011126920638openalex-snapshot
Representing and Recognizing the Visual Appearance of Materials using Three-dimensional Textons
inferredcites →https://doi.org/10.1023/a:1022314423998openalex-snapshot
A Variational Framework for Retinex
inferredcites →https://doi.org/10.1023/a:1026501619075openalex-snapshot
Learning Low-Level Vision
inferredcites →https://doi.org/10.1109/cvpr.2003.1211331openalex-snapshot
Illumination normalization with time-dependent intrinsic images for video surveillance
inferredcites →https://doi.org/10.1109/cvpr.2006.106openalex-snapshot
Edge Suppression by Gradient Field Transformation Using Cross-Projection Tensors
inferredcites →https://doi.org/10.1109/cvpr.2006.114openalex-snapshot
Estimating Intrinsic Component Images using Non-Linear Regression
inferredcites →https://doi.org/10.1109/cvpr.2008.4587660openalex-snapshot
Intrinsic image decomposition with non-local texture cues
inferredcites →https://doi.org/10.1109/iccv.1993.378224openalex-snapshot
Recovering reflectance and illumination in a world of painted polyhedra
inferredcites →https://doi.org/10.1109/iccv.1999.790383openalex-snapshot
Texture synthesis by non-parametric sampling
inferredcites →https://doi.org/10.1109/iccv.2001.937585openalex-snapshot
Learning local evidence for shading and reflectance
inferredcites →https://doi.org/10.1109/iccv.2001.937606openalex-snapshot
Deriving intrinsic images from image sequences
inferredcites →https://doi.org/10.1109/iccv.2009.5459428openalex-snapshot
Ground truth dataset and baseline evaluations for intrinsic image algorithms
inferredcites →https://doi.org/10.1109/tpami.2005.185openalex-snapshot
Recovering intrinsic images from a single image
inferredcites →https://doi.org/10.1145/1618452.1618476openalex-snapshot
User-assisted intrinsic images
inferredcites →https://doi.org/10.1214/aoms/1177704472openalex-snapshot
On Estimation of a Probability Density Function and Mode
inferredcites →https://doi.org/10.1364/josa.61.000001openalex-snapshot
Lightness and Retinex Theory
inferredcites →https://doi.org/10.1364/josaa.7.000923openalex-snapshot
Preattentive texture discrimination with early vision mechanisms

What points at this work

Incoming claims: where this work appears in other papers’ reference lists and arguments.

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Denoising smooth‐detail representation of MRI‐SPECT fusion
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Joint Learning of Intrinsic Images and Semantic Segmentation
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Intrinsic Decomposition by Learning from Varying Lighting Conditions
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Intrinsic Face Image Decomposition from RGB Images with Depth Cues
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Single Scene Image Editing Based on Deep Intrinsic Decomposition
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Intrinsic Imaging
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Efficient Shadow Removal and Enhancement of Light Texts in Scanned Documents
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Intrinsic Image Decomposition Based on Retinex Theory, Superpixel Segmentation and Scale-Space Computations
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Photorealistic Object Insertion with Diffusion-Guided Inverse Rendering
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Intrinsic Image Decomposition Using Structure-Texture Separation and Surface Normals
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Bayesian Nonparametric Intrinsic Image Decomposition
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Intrinsic Face Image Decomposition with Human Face Priors
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Unified Depth Prediction and Intrinsic Image Decomposition from a Single Image via Joint Convolutional Neural Fields
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Removing Shadows from Images of Documents
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Intrinsic Image Decomposition: A Comprehensive Review
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Estimation of Intrinsic Image Sequences from Image+Depth Video
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Csf: global–local shading orders for intrinsic image decomposition
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Fast depth from defocus from focal stacks
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Intrinsic image estimation using near- $$L_0$$ L 0 sparse optimization
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Structure-preserving image smoothing with semantic cues
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Seg-invRender: fusing semantic segmentation based on NeRF for inverse rendering considering shadows
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Deep intrinsic image decomposition under colored AC light sources
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ShadingNet: Image Intrinsics by Fine-Grained Shading Decomposition
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A Survey on Intrinsic Images: Delving Deep into Lambert and Beyond
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Challenges and Applications of Intrinsic Image Decomposition: A Short Review
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A robust structure and texture aware model for image Retinex
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Biological weight selection of multi-scale retinex via artificial bee colony algorithm
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Global sparse gradient guided variational Retinex model for image enhancement
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Sparse intrinsic decomposition and applications
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Exploring a radically new exponential Retinex model for multi-task environments
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Deep intrinsic image decomposition via physics-aware neural networks
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Learning intrinsic decomposition with semantic information fusion based on transformer
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Decomposing intrinsic images from a single fabric image using an unsupervised method
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Reconstructing illusory camouflage patterns on moth wings using computer vision
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SceneNN: A Scene Meshes Dataset with aNNotations
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Precomputed Radiance Transfer for Reflectance and Lighting Estimation
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View-Consistent Intrinsic Decomposition for Stereoscopic Images
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Low-Light Image Enhancement via Pair of Complementary Gamma Functions by Fusion
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A Non-local Sparse Model for Intrinsic Images
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Unrolled Optimization with Deep Priors for Intrinsic Image Decomposition
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A simple illumination map estimation based on Retinex model for low-light image enhancement
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Learning lightness from human judgement on relative reflectance
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Simulating makeup through physics-based manipulation of intrinsic image layers
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A Weighted Variational Model for Simultaneous Reflectance and Illumination Estimation
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Reflectance Adaptive Filtering Improves Intrinsic Image Estimation
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Shading Annotations in the Wild
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Multispectral Image Intrinsic Decomposition via Subspace Constraint
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CNN Based Learning Using Reflection and Retinex Models for Intrinsic Image Decomposition
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On the Duality Between Retinex and Image Dehazing
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Revisiting Deep Intrinsic Image Decompositions
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Learning Intrinsic Image Decomposition from Watching the World
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Learning to Separate Multiple Illuminants in a Single Image
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PIE-Net: Photometric Invariant Edge Guided Network for Intrinsic Image Decomposition
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Unsupervised Intrinsic Image Decomposition with LiDAR Intensity
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Shading Meets Motion: Self-supervised Indoor 3D Reconstruction Via Simultaneous Shape-from-Shading and Structure-from-Motion
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DiffusionRenderer: Neural Inverse and Forward Rendering with Video Diffusion Models
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HSI-Guided Intrinsic Image Decomposition for Outdoor Scenes
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An Analytical Review on Image Enhancement Techniques
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A Simple Model for Intrinsic Image Decomposition with Depth Cues
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Fine-Grained Change Detection of Misaligned Scenes with Varied Illuminations
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PatchMatch-Based Automatic Lattice Detection for Near-Regular Textures
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Learning Data-Driven Reflectance Priors for Intrinsic Image Decomposition
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Intrinsic Decomposition of Image Sequences from Local Temporal Variations
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Intrinsic Scene Decomposition from RGB-D Images
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Detailed Surface Geometry and Albedo Recovery from RGB-D Video under Natural Illumination
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Non-Local Intrinsic Decomposition With Near-Infrared Priors
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GLoSH: Global-Local Spherical Harmonics for Intrinsic Image Decomposition
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Learning Indoor Inverse Rendering with 3D Spatially-Varying Lighting
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Joint Estimation of Depth, Reflectance and Illumination for Depth Refinement
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Single Image Intrinsic Decomposition with Discriminative Feature Encoding
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IDTransformer: Transformer for Intrinsic Image Decomposition
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Intrinsic decomposition for stereoscopic images
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A Hybrid L2 −LP Variational Model For Single Low-Light Image Enhancement With Bright Channel Prior
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Intrinsic Image Decomposition Based on Quantized Prior Codebook
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Intrinsic image decomposition by hierarchical L0 sparsity
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L0 co-intrinsic images decomposition
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Intrinsic decomposition from a single RGB-D image with sparse and non-local priors
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Towards High-Quality Intrinsic Images in the Wild
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Enhanced Residual Dense Intrinsic Network for Intrinsic Image Decomposition
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Learning Intrinsic Decomposition of Complex-Textured Fashion Images
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Texture-aware Intrinsic Image Decomposition with Model- and Learning-based Priors
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Photometric ambient occlusion from sparsely sampled illuminations
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Retinex-Based Low-Light Hyperspectral Restoration Using Camera Response Model
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Realistic Fusion of Virtual Materials and Hands for AR through Intrinsic Decomposition
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Accurate Normal and Reflectance Recovery Using Energy Optimization
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CasQNet: Intrinsic Image Decomposition Based on Cascaded Quotient Network
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Intrinsic Image Decomposition for Feature Extraction of Hyperspectral Images
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Hyperspectral Anomaly Detection Using Dual Window Density
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Intrinsic Satellite Video Decomposition With Motion Target Energy Constraint
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Unsupervised Satellite Video Deep Intrinsic Decomposition Using Physical Prior Constraints
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SATDark: A Satellite Video Low-Light Tracking Benchmark for Dark and Weak Vehicles
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Contrast Enhancement Based on Intrinsic Image Decomposition
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Illumination Decomposition for Photograph With Multiple Light Sources
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Salient Object Detection With Lossless Feature Reflection and Weighted Structural Loss
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STAR: A Structure and Texture Aware Retinex Model
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PBR-Net: Imitating Physically Based Rendering Using Deep Neural Network
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Shape Estimation from Shading, Defocus, and Correspondence Using Light-Field Angular Coherence
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Physically-Based Simulation of Cosmetics via Intrinsic Image Decomposition with Facial Priors
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Direction-Aware Spatial Context Features for Shadow Detection and Removal
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Detailed Surface Geometry and Albedo Recovery from RGB-D Video under Natural Illumination
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Intrinsic Image Decomposition Using Paradigms
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Unsupervised Intrinsic Image Decomposition Using Internal Self-Similarity Cues
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Intrinsic Image Transfer for Illumination Manipulation
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Revisiting Nonlocal Self-Similarity from Continuous Representation
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Live User-Guided Intrinsic Video for Static Scenes
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Intrinsic Image Decomposition with Step and Drift Shading Separation
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NIID-Net: Adapting Surface Normal Knowledge for Intrinsic Image Decomposition in Indoor Scenes
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MulayCap: Multi-Layer Human Performance Capture Using a Monocular Video Camera
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CRefNet: Learning Consistent Reflectance Estimation With a Decoder-Sharing Transformer
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Intrinsic Omnidirectional Image Decomposition With Illumination Pre-Extraction
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Intrinsic Decomposition With Robustly Separating and Restoring Colored Illumination
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Low-Light Image Enhancement Based on Intrinsic Image Decomposition
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SRBF-Gaussian: Streaming-Optimized 3D Gaussian Splatting
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DARN: A Deep Adversarial Residual Network for Intrinsic Image Decomposition
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Light-Field Surface Color Segmentation with an Application to Intrinsic Decomposition
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Fast Fourier Intrinsic Network
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Unsupervised Single-Image Intrinsic Image Decomposition with LiDAR Intensity Enhanced Training
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Intrinsic Image Decomposition Using Multi‐Scale Measurements and Sparsity
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Consistent Video Filtering for Camera Arrays
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Intrinsic Decompositions for Image Editing
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Intrinsic Light Field Images
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State of the Art on 3D Reconstruction with RGB‐D Cameras
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Unsupervised Deep Single‐Image Intrinsic Decomposition using Illumination‐Varying Image Sequences
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Specular Highlight Removal for Real‐world Images
inferred← citeshttps://doi.org/10.1111/cgf.142650openalex-snapshot
Interactive Photo Editing on Smartphones via Intrinsic Decomposition
inferred← citeshttps://doi.org/10.1117/1.jei.26.3.033016openalex-snapshot
Blind restoration for nonuniform aerial images using nonlocal Retinex model and shearlet-based higher-order regularization
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Material appearance acquisition from a single image
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Non-Local Retinex---A Unifying Framework and Beyond
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Coherent intrinsic images from photo collections
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Intrinsic video and applications
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Intrinsic images in the wild
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Interactive intrinsic video editing
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Multiview Intrinsic Images of Outdoors Scenes with an Application to Relighting
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AnL1image transform for edge-preserving smoothing and scene-level intrinsic decomposition
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Blind video temporal consistency
inferred← citeshttps://doi.org/10.1145/2821592.2821601openalex-snapshot
Efficient intrinsic image decomposition for RGBD images
inferred← citeshttps://doi.org/10.1145/2897824.2925907openalex-snapshot
Live intrinsic video
inferred← citeshttps://doi.org/10.1145/2964284.2964305openalex-snapshot
High-speed Depth Stream Generation from a Hybrid Camera
inferred← citeshttps://doi.org/10.1145/3240508.3240595openalex-snapshot
High-Quality Exposure Correction of Underexposed Photos
inferred← citeshttps://doi.org/10.1145/3292482openalex-snapshot
Progressive Color Transfer With Dense Semantic Correspondences
inferred← citeshttps://doi.org/10.1145/3630750openalex-snapshot
Intrinsic Image Decomposition via Ordinal Shading
inferred← citeshttps://doi.org/10.1145/3641519.3657472openalex-snapshot
IntrinsicDiffusion: Joint Intrinsic Layers from Latent Diffusion Models
inferred← citeshttps://doi.org/10.1145/3687903openalex-snapshot
Generative Portrait Shadow Removal
inferred← citeshttps://doi.org/10.1145/3687984openalex-snapshot
Colorful Diffuse Intrinsic Image Decomposition in the Wild
inferred← citeshttps://doi.org/10.1364/ao.421433openalex-snapshot
Specular highlight removal based on an iterative light field method
inferred← citeshttps://doi.org/10.1364/ao.56.005676openalex-snapshot
Intrinsic decomposition from a single spectral image
inferred← citeshttps://doi.org/10.1364/josaa.37.000001openalex-snapshot
Deep intrinsic decomposition trained on surreal scenes yet with realistic light effects
inferred← citeshttps://doi.org/10.1364/josaa.410316openalex-snapshot
Deep image enhancement for ill light imaging
inferred← citeshttps://doi.org/10.1364/josaa.414682openalex-snapshot
Invariant descriptors for intrinsic reflectance optimization
inferred← citeshttps://doi.org/10.1371/journal.pcbi.1006061openalex-snapshot
Material and shape perception based on two types of intensity gradient information
inferred← citeshttps://doi.org/10.1587/transinf.2017edl8051openalex-snapshot
Computationally Efficient Reflectance Estimation for Hyperspectral Images
inferred← citeshttps://doi.org/10.1609/aaai.v34i07.6961openalex-snapshot
Leveraging Multi-View Image Sets for Unsupervised Intrinsic Image Decomposition and Highlight Separation
inferred← citeshttps://doi.org/10.23919/eusipco55093.2022.9909975openalex-snapshot
A Statistical Approach for Multi-frame Shadow Movement Detection and Shadow Removal for Document Capture
inferred← citeshttps://doi.org/10.24963/ijcai.2022/163openalex-snapshot
Intrinsic Image Decomposition by Pursuing Reflectance Image
inferred← citeshttps://doi.org/10.26599/cvm.2025.9450378openalex-snapshot
Lossless Intrinsic Image Decomposition via Learning Shading Feature Filtering
inferred← citeshttps://doi.org/10.3390/jmse11081485openalex-snapshot
Illumination Adaptive Multi-Scale Water Surface Object Detection with Intrinsic Decomposition Augmentation
inferred← citeshttps://doi.org/10.4271/2014-01-0177openalex-snapshot
A Quantitative Assessment Framework for Model Quality Evaluation of 3D Scene under Simulation Platform
inferred← citeshttps://doi.org/10.48550/arxiv.1612.05062openalex-snapshot
Reflectance Adaptive Filtering Improves Intrinsic Image Estimation
inferred← citeshttps://doi.org/10.48550/arxiv.1802.08793openalex-snapshot
Multispectral Image Intrinsic Decomposition via Low Rank Constraint
inferred← citeshttps://doi.org/10.48550/arxiv.1810.09706openalex-snapshot
Consistency-aware Shading Orders Selective Fusion for Intrinsic Image Decomposition
inferred← citeshttps://doi.org/10.48550/arxiv.1902.03830openalex-snapshot
Semantic Hierarchical Priors for Intrinsic Image Decomposition
inferred← citeshttps://doi.org/10.48550/arxiv.1906.05893openalex-snapshot
IntrinSeqNet: Learning to Estimate the Reflectance from Varying Illumination
inferred← citeshttps://doi.org/10.48550/arxiv.2007.02018openalex-snapshot
Deep Bilateral Retinex for Low-Light Image Enhancement
inferred← citeshttps://doi.org/10.48550/arxiv.2111.08521openalex-snapshot
Learning Intrinsic Images for Clothing
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