Separation of reflection components by sparse non-negative matrix factorization

No abstract is available for this paper.

• Publication year

  2014

• Venue

  Computer Vision and Image Understanding

• Publication date

  2014-11-01

• Fields of study

  Computer Science, Engineering

• Identifiers
  DOI 10.1016/j.cviu.2015.09.001
• External record

  Open on Semantic Scholar

• Source metadata

  Semantic Scholar

• No claims are published for this paper.

• No concepts are published for this paper.

• Single Image Haze Removal Using Dark Channel Prior

  2016cited by this paper
• Specular Reflection Separation Using Dark Channel Prior

  2013cited by this paper
• Real-Time Specular Highlight Removal Using Bilateral Filtering

  2010cited by this paper
• Enforcing Harmonicity and Smoothness in Bayesian Non-Negative Matrix Factorization Applied to Polyphonic Music Transcription

  2010cited by this paper
• Nonnegative Matrix Factorization with the Itakura-Saito Divergence: With Application to Music Analysis

  2009cited by this paper
• Simple and efficient method for specularity removal in an image.

  2009cited by this paper
• Algorithms for orthogonal nonnegative matrix factorization

  2008cited by this paper
• Speech Separation using Non-negative Features and Sparse Non-negative Matrix Factorization

  2007cited by this paper
• Monaural Sound Source Separation by Nonnegative Matrix Factorization With Temporal Continuity and Sparseness Criteria

  2007cited by this paper
• Specularity Removal in Images and Videos: A PDE Approach

  2006cited by this paper
• Shape From Shading

  2006cited by this paper
• Separation of Highlight Reflections on Textured Surfaces

  2006cited by this paper
• Reflection components decomposition of textured surfaces using linear basis functions

  2005cited by this paper
• Specular reflection reduction with multi-flash imaging

  2004cited by this paper
• Non-negative Matrix Factorization with Sparseness Constraints

  2004cited by this paper
• Sparse coding of sensory inputs.

  2004cited by this paper
• Sparse coding and NMF

  2004cited by this paper
• Separating reflection components of textured surfaces using a single image

  2003cited by this paper
• On the Motion and Appearance of Specularities in Image Sequences

  2002cited by this paper
• Learning the parts of objects by non-negative matrix factorization

  1999cited by this paper
• Detection of diffuse and specular interface reflections and inter-reflections by color image segmentation

  1996cited by this paper
• Shape from shading

  1989cited by this paper
• Obtaining shape from shading information

  1989cited by this paper
• The measurement of highlights in color images

  1988cited by this paper
• Using color to separate reflection components

  1985cited by this paper
• Photometric method for determining surface orientation from multiple images

  1980cited by this paper

• Three-dimensional surface structure reconstruction of reflective objects using multi-stage deep learning

  2025cites this paper
• A Method for Removing Reflections from Water Surface Images Based on Pre-trained Image Restoration

  2025influential citation
• Single Document Image Highlight Removal via A Large-Scale Real-World Dataset and A Location-Aware Network

  2025cites this paper
• Convex Nonnegative Matrix Factorization on Bipartite Graph

  2025cites this paper
• Highlight Removal Emphasizing Detail Restoration

  2024influential citation
• Specular highlight removal of light field image combining dichromatic reflection with exemplar patch filling

  2024cites this paper
• Highlight mask‐guided adaptive residual network for single image highlight detection and removal

  2024cites this paper
• Semi-TSGAN: Semi-Supervised Learning for Highlight Removal Based on Teacher-Student Generative Adversarial Network

  2024cites this paper
• S-LIGHT: Synthetic Dataset for the Separation of Diffuse and Specular Reflection Images

  2024cites this paper
• Highlight Removal Network Based on an Improved Dichromatic Reflection Model

  2024cites this paper
• Polarized 3D reconstruction for transparent objects based on reflection type separation method

  2024cites this paper
• Anti-noise light field depth measurement using specular highlight removal

  2024cites this paper
• Specular highlight removal using Quaternion transformer

  2024cites this paper
• Application of Cycle-GAN-Based Water Surface Highlight Removal Network in Inland Water Scenes

  2024cites this paper
• Fast high quality highlight removal using a simplified matrix iteration method

  2024cites this paper
• A Study of Text Extraction Algorithms for Natural Scene Images

  2024cites this paper
• Hybrid glaucoma detection model based on reflection components separation from retinal fundus images

  2023influential citation
• GPS Alignment from Multiple Sources to Extract Aircraft Bearing in Aerial Surveys

  2023cites this paper
• Joint Deep Estimation of Intrinsic and Dichromatic Image Decomposition

  2023cites this paper
• Specular highlight removal and depth estimation based on polarization characteristics of light field

  2023cites this paper
• Specular highlight removal using a divide-and-conquer multi-resolution deep network

  2023influential citation
• Toward Data-Driven Glare Classification and Prediction for Marine Megafauna Survey

  2023cites this paper
• Deep Highlight Removal Using Temporal Dark Prior in High-Speed Domain

  2023influential citation
• Adaptive Blocks Filling Specular Highlight Removal Algorithm

  2023cites this paper
• Surface roughness evaluation based on near point lighting photometric stereo

  2023cites this paper
• Separating Partially-Polarized Diffuse and Specular Reflection Components under Unpolarized Light Sources

  2023cites this paper
• M2-Net: Multi-stages Specular Highlight Detection and Removal in Multi-scenes

  2022cites this paper
• SpecSeg Network for Specular Highlight Detection and Segmentation in Real-World Images

  2022cites this paper
• Joint specular highlight detection and removal in single images via Unet-Transformer

  2022cites this paper
• A fast and effective algorithm for specular reflection image enhancement

  2022cites this paper
• Image Synthesis with Appearance Decomposition

  2022cites this paper
• Semantically supervised appearance decomposition for virtual staging from a single panorama

  2022cites this paper
• New Framework for Highlights Removal Based on CycleGAN

  2022cites this paper
• SIHRNet: a fully convolutional network for single image highlight removal with a real-world dataset

  2022cites this paper
• Quaternion Factorized Simulated Exposure Fusion

  2022cites this paper
• Highlight Removal with Orthogonal Decomposition

  2022influential citation
• Exploiting Residual and Illumination with GANs for Shadow Detection and Shadow Removal

  2022cites this paper
• Specular highlight removal of light field based on dichromatic reflection and total variation optimizations

  2022cites this paper
• A Specular Highlight Removal Algorithm for Quality Inspection of Fresh Fruits

  2022influential citation
• Highlight Specular Reflection Separation based on Tensor Low-rank and Sparse Decomposition Using Polarimetric Cues

  2022influential citation
• Single-Image Specular Highlight Removal via Real-World Dataset Construction

  2021cites this paper
• Paper: General Improvement Method of Specular Component Separation Using High-Emphasis Filter and Similarity Function

  2021cites this paper
• Effectiveness of specularity removal from hyperspectral images on the quality of spectral signatures of food products

  2021cites this paper
• Selection of representative hyperspectral data and image pretreatment for model development in heterogeneous samples: A case study in sliced dry-cured ham

  2021cites this paper
• Lights: Light Specularity Dataset For Specular Detection In Multi-View

  2021cites this paper
• Specular Reflection Detection and Inpainting in Transparent Object through MSPLFI

  2021cites this paper
• Polarization Guided Specular Reflection Separation

  2021influential citation
• Highlights Analysis System (HAnS) for Low Dynamic Range to High Dynamic Range Conversion of Cinematic Low Dynamic Range Content

  2021cites this paper
• Obstacle Distance Measurement Under Varying Illumination Conditions Based on Monocular Vision Using a Cable Inspection Robot

  2021cites this paper
• Specular highlight removal based on an iterative light field method.

  2021cites this paper
• Interactive Photo Editing on Smartphones via Intrinsic Decomposition

  2021cites this paper
• Specular Reflections Removal for Endoscopic Images Based on Improved Criminisi Algorithm

  2021cites this paper
• A Multi-Task Network for Joint Specular Highlight Detection and Removal

  2021influential citation
• An Effective Algorithm for Specular Reflection Image Enhancement

  2021influential citation
• Masters Thesis: Multi-Image Optimization based Specular Reflection Removal from Non-dielectric Surfaces

  2021influential citation
• Knowledge-Driven Deep Unrolling for Robust Image Layer Separation

  2020cites this paper
• Assessment of Rice Developmental Stage Using Time Series UAV Imagery for Variable Irrigation Management

  2020cites this paper
• SIHR: a MATLAB/GNU Octave toolbox for single image highlight removal

  2020cites this paper
• Single Image Highlight Removal for Real-Time Image Processing Pipelines

  2020cites this paper
• Spec-Net and Spec-CGAN: Deep learning models for specularity removal from faces

  2020cites this paper
• Dichromatic Model Based Highlight Removal via Deep Learning

  2020cites this paper
• Specular Reflections Removal for Endoscopic Image Sequences With Adaptive-RPCA Decomposition

  2020cites this paper
• Use of color information for structured-light 3D shape measurement of objects with shiny surfaces.

  2020cites this paper
• Variational and Deep Learning Approaches for Intrinsic Light Field Decomposition

  2020cites this paper
• Intrinsic image decomposition as two independent deconvolution problems

  2020cites this paper
• Makeup Skin Appearance Reproduction by Spectral Projection Mapping

  2019cites this paper
• Specular Highlight Removal for Real‐world Images

  2019cites this paper
• CDFF-Net: Cumulative Dense Feature Fusion for Single Image Specular Highlight Removal

  2019cites this paper
• A Global Optimization Method for Specular Highlight Removal From a Single Image

  2019cites this paper
• Dim the Lights! - Low-Rank Prior Temporal Data for Specular-Free Video Recovery

  2019influential citation
• Topological structure regularized nonnegative matrix factorization for image clustering

  2018cites this paper
• Manifold NMF with L21 norm for clustering

  2018cites this paper
• Image Restorations Using Deep Learning Techniques IMAGE RESTORATIONS USING DEEP LEARNING TECHNIQUES

  2018cites this paper
• Single Image Reflection Removal Using Deep Encoder-Decoder Network

  2018cites this paper
• How Size and Relative Contrast Can Improve Specular Highlight Detection

  2018cites this paper
• Decomposition of reflection and scattering by multiple-weighted measurements

  2018cites this paper
• Computer Vision – ECCV 2018

  2018influential citation
• Single Image Highlight Removal with a Sparse and Low-Rank Reflection Model

  2018influential citation
• Light Field Intrinsics with a Deep Encoder-Decoder Network

  2018cites this paper
• Efficient improvement method for separation of reflection components based on an energy function

  2017influential citation
• Analytical Survey of Highlight Detection in Color and Spectral Images

  2017cites this paper
• Near Real-Time Correction of Specular Reflections in Flash Images Using No-Flash Image Prior

  2017cites this paper
• Separating reflection components in images under multispectral and multidirectional light sources

  2016influential citation
• Quality metric for camera-based pulse rate monitoring in fitness exercise

  2016cites this paper
• Reflection Separation in Light Fields based on Sparse Coding and Specular Flow

  2016cites this paper
• Fast and High Quality Highlight Removal From a Single Image

  2015cites this paper
• Saturation-preserving specular reflection separation

  2015cites this paper
• Specular highlight removal based on dichromatic reflection model and priority-based adaptive direction with light field camera

  year unknowncites this paper