数字图像处理经典论文汇总

Colorization and Color Transfer（图像上色和颜色迁移）

Semantic Colorization with Internet Images, Chia et al. SIGGRAPH ASIA 2011

Color Harmonization, Cohen-Or, Sorkine, Gal, Leyvand, and Xu. Web Page

Computing the alpha-Channel with Probabilistic Segmentation for Image Colorization, Dalmau-Cedeno, Rivera, and Mayorga

Bayesian Color Constancy Revisited, Gehler, Rother, Blake, Minka, and Sharp

Color2Gray: Salience-Preserving Color Removal, Gooch, Olsen, Tumblin, and Gooch

Color Conceptualization, Hou and Zhang

Light Mixture Estimation for Spatially Varying White Balance, Hsu, Mertens, Paris, Avidan, and Durand. Web Page

Bayesian Correction of Image Intensity with Spatial Consideration, Jia, Sun, Tang, and Shum

Robust Color-to-gray via Nonlinear Global Mapping, Kim, Jang, Demouth, and Lee. SIGGRAPH Asia 2009 Web Page

Variational Models for Image Colorization via Chromaticity and Brightness Decomposition, Kang and March

Colorization using Optimization, Levin, Lischinski, and Weiss
Intrinsic Colorization, Liu et al. SIGGRAPH ASIA 2008 Web Page

N-Dimensional Probability Density Function Transfer and Its Application to Colour Transfer, Pitie et al.

Automated Colour Grading using Colour Distribution Transfer, Pitie et al.

Color by Linear Neighborhood Embedding, Qiu and Guan

Manga Colorization, Qu, Wong, and Heng

Color Transfer between Images, Reinhard, Ashikhmin, Gooch, and Shirley

Local Color Transfer via Probabilistic Segmentation by Expectation-Maximization, Tai, Jia, and Tang
Data-Driven Image Color Theme Enhancement, Wang, Yu, Wong, Chen, and Xu. SIGGRAPH Asia 2010

Web PageColor Transfer in Correlated Color Space, Xiao and Ma

Fast Image and Video Colorization using Chrominance Blending, Yatziv and Sapiro

Texture Synthesis and Inpainting（纹理和成和修复）

Seam Carving for Content-Aware Image Resizing, Avidan and Shamir.

WikipediaSynthesizing Natural Textures, Ashikhmin

PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing, Barnes, Shechtman, Finkelstein, and Goldman. SIGGRAPH 2009. Web Page

Image Inpainting, Bertalmio, Sapiro, Caselles, and Ballester

Video Watercolorization using Bidirectional Texture Advection, Bousseau, Neyret, Thollot, and Salesin
Camouflage Images, Chu et al. SIGGRAPH 2010 Web Page

Object Removal by Exemplar-Based Inpainting, Criminisi, Perez, and Toyama

Weiming DONG‘s web page contains useful information about texture synthesis and image resizing

Image Quilting for Texture Synthesis and Transfer, Efros and Freeman

Texture Synthesis by Non-parametric Sampling, Efros and Leung

RotoTexture: Automated Tools for Texturing Raw Video, Fang and Hart

Textureshop: Texture Synthesis as a Photograph Editing Tool, Fang and Hart

Multiscale Texture Synthesis, Han, Risser, Ramamoorthi, and Grinspun

Scene Completion Using Millions of Photographs, Hays and EfrosImage Analogies, Hertzmann, Jacobs, Oliver, Curless, and Salesin

Graphcut Textures: Image and Video Synthesis Using Graph Cuts, Kwatra , Schodl , Essa , Turk, and Bobick

Improved Seam Carving for Video Retargeting, Rubinstein, Shamir, and Avidan.

VideoMulti-operator Media Retargeting, Rubinstein, Shamir, and Avidan. SIGGRAPH 2009. Web Page

Fields of Experts: A Framework for Learning Image Priors, Roth and Black

Curvature Regularity for Region-based Image Segmentation and Inpainting: A Linear Programming Relaxation, Schoenemann, Kahl, and Cremers. ICCV 2009.

Fast Texture Synthesis using Tree-structured Vector Quantization, Wei and Levoy

Non-homogeneous Content-driven Video-retargeting, Wolf, Guttmann, and Cohen-OrFeature Matching and Deformation for Texture Synthesis, Wu and Yu

HDR and Tone Mapping（高动态范围成像和色调映射）

Do HDR Displays Support LDR Content? A Psychophysical Evaluation, Akyu"z, Reinhard, Fleming, Riecke, Bu"lthoff

Two-scale Tone Management for Photographic Look, Bae, Paris, and Durand

Real-time Edge-Aware Image Processing with the Bilateral Grid, Chen, Paris, Durand

Recovering High Dynamic Range Radiance Maps from Photographs, Debevec and Malik

Fast Bilateral Filtering for the Display of High-Dynamic-Range Images, Durand and Dorsey

Edge-Preserving Decompositions for Multi-Scale Tone and Detail Manipulation, Farbman, Fattal, Lischinski, and Szeliski. SIGGRAPH 2009. Web Page
Optimal HDR reconstruction with linear digital cameras, Granados et al., CVPR 2010.

Gradient Domain High Dynamic Range Compression, Fattal, Lischinski, and Werman

Modeling Human Color Perception under Extended Luminance Levels, Kim, Weyrich, and Kautz. SIGGRAPH 2009. Web Page

Perceptually Based Tone Mapping for Low-Light Conditions, Kirk and O‘Brien. SIGGRAPH 2011. Web Page

Compressing and Companding High Dynamic Range Images with Subband Architectures, Li, Sharan, and Adelson

Radiometric Calibration Using a Single Image Lin, Gu, Yamazaki, and Shum

Determining the Radiometric Response Function from a Single Grayscale Image, Lin and Zhang

Interactive Local Adjustment of Tonal Values, Lischinski, Farbman, Uyttendaele, and Szeliski. Web Page

Exposure Fusion, Mertens, Kautz, Van Reeth

Radiometric Self Calibration, Mitsunaga and Nayar

Photographic Tone Reproduction for Digital Images, Reinhard, Stark, Shirley and Ferwerda

Ldr2Hdr: On-the-Fly Reverse Tone Mapping of Legacy Video and Photographs, Rempel, Trentacoste, Seetzen, Young, Heidrich, Whitehead, and Ward

High Dynamic Range Image Hallucination, Wang, Wei, Zhou, Guo, and Shum

Fast, Robust Image Registration for Compositing High Dynamic Range Photographs from Hand-Held Exposures, Ward

Intrinsic Images（本征图像）

Removing Photography Artifacts using Gradient Projection and Flash-Exposure Sampling, Agrawal, Raskar, Nayar, and LiUser-Assisted Intrinsic Images, Bousseau, Paris, and Durand. SIGGRAPH Asia 2009. Web PageFlash Photography Enhancement via Intrinsic Relighting, Eisemann and DurandBayesian Model of Surface Perception, Freeman and ViolaDetecting Illumination in Images, Finlayson, Fredembach, and DrewGround Truth Dataset and Baseline Evaluations for Intrinsic Image Algorithms, Grosse, Johnson, Adelson, and Freeman. ICCV 2009.A Variational Framework for Retinex, Kimmel, Elad, Shaked, Keshet, and SobelDark Flash Photography, Krishnan amd Fergus. SIGGRAPH 2009. Web PageLightness and Retinex Theory, Land and McCannEstimating Intrinsic Images from Image Sequenceswith Biased Illumination, Matsushita, Lin, Kang, Shum. ECCV 2004Post-production Facial Performance Relighting using Reflectance Transfer, Peers, Tamura, Matusik, and DebevecSeparation of Highlight Reflections from Textured Surfaces, Tan, Lin, and QuanRecovering Intrinsic Images from a Single Image, Tappen, Freeman, and AdelsonEstimating Intrinsic Component Images using Non-Linear Regression, Tappen, Adelson, and FreemanDeriving Intrinsic Images from Image Sequences, Weiss

Deblurring, Denoising, and Super-Resolution（图像去模糊，去噪和超分辨率）

Reinterpretable Imager: Towards Variable Post Capture Space, Angle & Time Resolution in Photography, Agrawal, Veeraraghavan, and Raskar. Eurographics 2010.Invertible Motion Blur in Video, Agrawal, Xu, and Raskar. SIGGRAPH 2009.Optimal Single Image Capture for Motion Deblurring, Agrawal and Raskar. CVPR 2009.Coded Exposure Deblurring: Optimized Codes for PSF Estimation and Invertibility, Agrawal and Xu. CVPR 2009.A Non-local Algorithm for Image Denoising, Buades, Coll, and Morel.Analyzing Spatially-varying Blur, Chakrabarti, Zickler, and Freeman. CVPR 2010.Fast Motion Deblurring, Cho and Lee. SIGGRAPH Asia 2009. Web PageMotion Blur Removal with Orthogonal Parabolic Exposures, Cho, Levin, Durand, and Freeman. CVPR 2010. Web PageHandling Outliers in Non-Blind Image Deconvolution, Cho, Wang, and Lee. ICCV 2011. Web PageDisplay supersampling, Damera-Venkata and ChangImage Upsampling Via Imposed Edge Statistics, FattalSingle Image Dehazing, Fattal.    Web Page   Demo CodeMultiscale Shape and Detail Enhancement from Multi-light Image Collections, Fattal, Agrawala, and RusinkiewiczRemoving Camera Shake from a Single Image, Fergus, Singh, Hertzmann, Roweis, and FreemanExample-Based Super-Resolution, Freeman, Jones, and PasztorSpace-Variant Single-Image Blind Deconvolutionfor Removing Camera Shake, Harmeling, Hirsch, and ScholkopfMultiframe Blind Deconvolution, Super-Resolution, and Saturation Correction via Incremental EM, Harmeling, Sra, Hirsch, and ScholkopfSingle Image Haze Removal Using Dark Channel Prior, He, Sun, Tang. CVPR 2009.Image Deblurring and Denoising using Color Priors, Joshi, Zitnick, Szeliski, and Kriegman. CVPR 2009. Web PageImage Deblurring using Inertial Measurement Sensors, Joshi, Kang, Zitnick, and Szeliski. SIGGRAPH 2010. Web PageJoint Bilateral Upsampling, Kopf, Cohen, Lischinski, UyttendaeleBlind Deconvolution using a Normalized Sparsity Measure, Krishnan, Tay, and Fergus. CVPR 2011. Web PageBlind Motion Deblurring Using Image Statistics, LevinImage and Depth from a Conventional Camera with a Coded Aperture, Levin, Fergus, Durand, Freeman 
Sparse Deconvolution4D Frequency Analysis of Computational Cameras for Depth of Field Extension, Levin, Hasinoff, Green, Durand, and Freeman. SIGGRAPH 2009. Web PageMotion-Invariant Photography, Levin, Sand, Cho, Durand, Freeman. SIGGRAPH 2008. Web PageNoise Estimation from a Single Image, Liu, Freeman, Szeliski, and KangImage Magnification Using Level-Set Reconstruction, Morse and SchwartzwaldBayesian Image Super-Resolution, Continued, Pickup, Capely, Roberts, and ZissermanFast Image/Video Upsampling, Shan, Li, Jia, and Tang. Web PageHigh-quality Motion Deblurring from a Single Image, Shan, Jia, and Argarwala. Web PageImage Super-resolution using Gradient Profile Prior, Sun, Sun, Xu, and Shum.Deblurring Using Regularized Locally-Adaptive Kernel Regression, Takeda, Farsiu, and Milanfar. Web PageKernel Regression for Image Processing and Reconstruction, Takeda, Farsiu, Milanfar. Web PageExploiting the Sparse Derivative Prior for Super-Resolution and Image Demosaicing, Tappen, Russell, and FreemanBayesian Image Super-Resolution, Tipping and BishopNon-uniform Deblurring for Shaken Images, Whyte, Sivic, Zisserman, and Ponce. CVPR 2010Deblurring Shaken and Partially Saturated Images, Whyte, Sivic, and Zisserman. ICCP 2012Image Super-Resolution via Sparse Representation, Yang, Wright, Huang, and Ma 
Image Super-resolution as Sparse Representation of Raw Image Patches CodeImage Deblurring with Blurred/Noisy Image Pairs, Yuan, Sun, Quan, and ShumProgressive Inter-scale and intra-scale Non-blind Image Deconvolution, Yuan, Sun, Quan, and ShumDenoising vs. Deblurring: HDR Imaging Techniques Using Moving Cameras, Zhang, Deshpande, and Chen. CVPR 2010. Web PageRobust Flash Deblurring, Zhuo and Sim. CVPR 2010. Web Page

Matting and Editing（抠图和图像编辑）

Interactive Digital Photomontage, Agarwala, Dontcheva, Agrawala, Drucker, Colburn, Curless, Salesin, and CohenVideo SnapCut: Robust Video Object Cutout Using Localized Classifiers, Bai, Wang, Simons, and Saprio. SIGGRAPH 2009. Web PagePatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing, Barnes, Shechtman, Finkelstein, and Goldman. SIGGRAPH 2009. Web PageFace Swapping: Automatically Replacing Faces in Photographs, Bitouk, Kumar, Dhillon, Belhumeur, and Nayar. SIGGRAPH 2008. Web PageThe Patch Transform and Its Applications to Image Editing, Cho, Butman, Avidan, and Freeman. Web PageA Bayesian Approach to Digital Matting, Chuang, Curless, Salesin, and Szeliski
Geodesic Image and Video Editing, Criminisi, Sharp, Rother, and Perez. SIGGRAPH 2011.Coordinates for Instant Image Cloning, Farbman, Hoffer, Lipman, Cohen-Or, and Lischinski. SIGGRAPH 2009. Web PageShared Sampling for Real-Time Alpha Matting, Gastal and Oliveira. Eurographics 2010. Web PageGeodesic Star Convexity for Interactive Image Segmentation, Gulshan, Rother, Criminisi, Blake, and Zisserman. CVPR 2010. Web Page and CodeA Global Sampling Method for Alpha Matting, He, Rhemann, Rother, Tang, Sun. CVPR 2011.Guided Image Filtering, He, Sun, Tang. ECCV 2011. CodeLight Mixture Estimation for Spatially Varying White Balance, Hsu, Mertens, Paris, Avidan, and Durand. Web PageArcimboldo-like Collage Using Internet Images, Huang, Zhang, and Zhang. Web PageDrag-and-Drop Pasting, Jia, Sun, Tang, and Shum. Web PageExploring Photobios, Kemelmacher-Shlizerman, Shechtman, Garg, Seitz. SIGGRAPH 2011. Web PageSeamless Image Stitching in the Gradient Domain, Levin, Zomet, Peleg, and WeissPhoto Clip Art, Lalonde, Hoiem, Efros, Rother, Winn, and CriminisiA Closed Form Solution to Natural Image Matting, Levin, Lischinski, and Weiss Code
Spectral Matting, Levin, Rav-Acha, and LischinskiPaint Selection, Liu, Sun, and Shum. SIGGRAPH 2009.Poisson Image Editing, Perez, Gangnet, and BlakeA Perceptually Motivated Online Benchmark for Image Matting, Rhemann, Rother, Wang, Gelautz, Kohli, and Rott. Web Page
A Spatially Varying PSF-based Prior for Alpha Matting, Rhemann, Rother, Kohli, and Gelautz. CVPR 2010.AutoCollage, Rother, Bordeaux, Hamadi, and BlakeAlpha Estimation in Natural Images, Ruzon and TomasiNew Appearance Models for Natural Image Matting, Singaraju, Rother, and RhemannInteractive Editing of Massive Imagery Made Simple: Turning Atlanta into Atlantis, Summa, Scorzelli, Jiang, Bremer, and Pascucci. SIGGRAPH 2011. Web PageFlash Matting, Sun, Li, Kang, and ShumFast Poisson Blending Using Multi-splines, Szeliski, Uyttendaele, and Steedly. ICCP 2011.Soft Scissors : An Interactive Tool for Realtime High Quality Matting, Wang, Agrawala, and CohenImage and Video Matting: A Survey, Wang and Cohen

Warping and Morphing（图像扭曲和变形）

As-Rigid-As-Possible Shape Interpolation, Alexa, Cohen-Or, and LevinFeature-Based Image Metamorphosis, Beier and NeelyOptimizing Content-Preserving Projections for Wide-Angle Images, Carroll, Agrawala, and Agarwala. SIGGRAPH 2009. Web PageDetail Preserving Shape Deformation in Image Editing, Fang and HartFeature-Aware Texturing, Gal, Sorkine, and Cohen-OrAs-Rigid-As-Possible Shape Manipulation, Igarashi, Moscovich, and HughesPolymorph: Morphing Among Multiple Images, Lee, Wolberg, and ShinContent-Preserving Warps for 3D Video Stabilization, Liu, Gleicher, Jin and Agarwala. SIGGRAPH 2009. Web PageMoving Gradients: A Path-Based Method for Plausible Image Interpolation, Mahajan, Huang, Matusik, Ramamoorthi, and Belhumeur. SIGGRAPH 2009Multi-operator Media Retargeting, Rubinstein, Shamir, and Avidan. SIGGRAPH 2009. Web PageRegenerative Morphing, Shechtman, Rav-Acha, Irani, and Seitz. CVPR 2010. Web PageImage Morphing: A Survey, Wolberg

Useful Techniques（其他相关技术）

Gaussian KD-Trees for Fast High-Dimensional Filtering, Adams, Gelfand, Dolson, and Levoy. SIGGRAPH 2009.Web PageFast High-Dimensional Filtering Using the Permutohedral Lattice, Adams, Baek, and Davis. Eurographics 2010. Web PageFast Approximate Energy Minimization via Graph Cuts, Boykov, Veksler, and ZabihEdge-Avoiding Wavelets and thier Applications, Fattal Web PageGraphical Models: Probabilistic Inference, Jordan and WeissLoopy Belief Propagation for Approximate Inference: An Empirical Study, Murphy, Weiss, and JordanBilateral Filtering: Papers, Resources, Applications, Paris and DurandConstant time O(1) bilateral filtering PorikliImage Alignment and Stitching: A Tutorial, SzeliskiBilateral Filtering for Gray and Color Images, Tomasi and ManduchiImage Smoothing via L0 Gradient Minimization, Xu, Lu, Xu, and Jia. SIGGRAPH Asia 2011. Web PageReal-Time O(1) Bilateral Filtering, Yang, Tan and Ahuja Source CodeSVM for Edge-Preserving Filtering, Yang, Wang and Ahuja

... and Beyond

Photographing long scenes with multi-viewpoint panoramas, Agarwala, Agrawala, Cohen, Salesin, and SzeliskiVideo Face Replacement, Dale et al. SIGGRAPH ASIA 2011. Web PageConvolution Pyramids, Farbman, Fattal, and Lischinski. SIGGRAPH ASIA 2011.Candid Portrait Selection from Video, Fiss, Argarwala, and Curless. SIGGRAPH ASIA 2011. Web PageImage-Based Rendering Using Image-Based Priors, Fitzgibbon, Wexler, and Zisserman"GrabCut"--Interactive Foreground Extraction using Iterated Graph Cuts, Rother, Kolmogorov, and Blake Web PagePhoto Tourism: Exploring Photo Collections in 3D, Snavely, Seitz, and Szeliski Web Page

Books for General Reference

Digital Image Processing, Second Edition, Gonzalez and WoodsComputer Vision: A Modern Approach, Forsyth and PonceThe Art and Science of Digital Compositing, BrinkmannMultiple View Geometry in Computer Vision, Hartley and ZissermanLinear Algebra and Its Applications, StrangComputer Vision: Algorithms and Applications, Richard Szeliski