数字图像处理经典论文汇总

https://blog.csdn.net/zy122121cs/article/details/44860433

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 Page Color 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. Wikipedia   Synthesizing 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 Efros   Image 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. Video   Multi-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-Or   Feature 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 Li   User-Assisted Intrinsic Images, Bousseau, Paris, and Durand. SIGGRAPH Asia 2009. Web Page   Flash Photography Enhancement via Intrinsic Relighting, Eisemann and Durand   Bayesian Model of Surface Perception, Freeman and Viola   Detecting Illumination in Images, Finlayson, Fredembach, and Drew   Ground 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 Sobel   Dark Flash Photography, Krishnan amd Fergus. SIGGRAPH 2009. Web Page   Lightness and Retinex Theory, Land and McCann   Estimating Intrinsic Images from Image Sequenceswith Biased Illumination , Matsushita, Lin, Kang, Shum. ECCV 2004  Post-production Facial Performance Relighting using Reflectance Transfer, Peers, Tamura, Matusik, and Debevec   Separation of Highlight Reflections from Textured Surfaces, Tan, Lin, and Quan   Recovering Intrinsic Images from a Single Image, Tappen, Freeman, and Adelson   Estimating Intrinsic Component Images using Non-Linear Regression, Tappen, Adelson, and Freeman   Deriving 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 Page   Motion Blur Removal with Orthogonal Parabolic Exposures, Cho, Levin, Durand, and Freeman. CVPR 2010. Web Page   Handling Outliers in Non-Blind Image Deconvolution , Cho, Wang, and Lee. ICCV 2011.  Web Page   Display supersampling, Damera-Venkata and Chang   Image Upsampling Via Imposed Edge Statistics, Fattal   Single Image Dehazing, Fattal.    Web Page   Demo Code   Multiscale Shape and Detail Enhancement from Multi-light Image Collections, Fattal, Agrawala, and Rusinkiewicz   Removing Camera Shake from a Single Image, Fergus, Singh, Hertzmann, Roweis, and Freeman   Example-Based Super-Resolution, Freeman, Jones, and Pasztor   Space-Variant Single-Image Blind Deconvolution  for Removing Camera Shake, Harmeling, Hirsch, and Scholkopf   Multiframe Blind Deconvolution, Super-Resolution, and Saturation Correction via Incremental EM, Harmeling, Sra, Hirsch, and Scholkopf   Single 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 Page   Image Deblurring using Inertial Measurement Sensors , Joshi, Kang, Zitnick, and Szeliski. SIGGRAPH 2010.  Web Page   Joint Bilateral Upsampling, Kopf, Cohen, Lischinski, Uyttendaele   Blind Deconvolution using a Normalized Sparsity Measure , Krishnan, Tay, and Fergus. CVPR 2011.  Web Page   Blind Motion Deblurring Using Image Statistics, Levin   Image and Depth from a Conventional Camera with a Coded Aperture, Levin, Fergus, Durand, Freeman 
Sparse Deconvolution   4D Frequency Analysis of Computational Cameras for Depth of Field Extension, Levin, Hasinoff, Green, Durand, and Freeman. SIGGRAPH 2009. Web Page   Motion-Invariant Photography, Levin, Sand, Cho, Durand, Freeman. SIGGRAPH 2008. Web Page   Noise Estimation from a Single Image, Liu, Freeman, Szeliski, and Kang   Image Magnification Using Level-Set Reconstruction, Morse and Schwartzwald   Bayesian Image Super-Resolution, Continued, Pickup, Capely, Roberts, and Zisserman   Fast Image/Video Upsampling, Shan, Li, Jia, and Tang. Web Page   High-quality Motion Deblurring from a Single Image , Shan, Jia, and Argarwala.  Web Page   Image Super-resolution using Gradient Profile Prior, Sun, Sun, Xu, and Shum.   Deblurring Using Regularized Locally-Adaptive Kernel Regression,  Takeda, Farsiu, and Milanfar. Web Page   Kernel Regression for Image Processing and Reconstruction , Takeda, Farsiu, Milanfar.  Web Page   Exploiting the Sparse Derivative Prior for Super-Resolution and Image Demosaicing, Tappen, Russell, and Freeman   Bayesian Image Super-Resolution, Tipping and Bishop   Non-uniform Deblurring for Shaken Images, Whyte, Sivic, Zisserman, and Ponce. CVPR 2010   Deblurring Shaken and Partially Saturated Images , Whyte, Sivic, and Zisserman. ICCP 2012   Image Super-Resolution via Sparse Representation, Yang, Wright, Huang, and Ma 
Image Super-resolution as Sparse Representation of Raw Image Patches Code   Image Deblurring with Blurred/Noisy Image Pairs, Yuan, Sun, Quan, and Shum   Progressive Inter-scale and intra-scale Non-blind Image Deconvolution, Yuan, Sun, Quan, and Shum   Denoising vs. Deblurring: HDR Imaging Techniques Using Moving Cameras, Zhang, Deshpande, and Chen. CVPR 2010. Web Page   Robust 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 Cohen   Video SnapCut: Robust Video Object Cutout Using Localized Classifiers, Bai, Wang, Simons, and Saprio. SIGGRAPH 2009. Web Page   PatchMatch: A Randomized Correspondence Algorithm for Structural Image Editing, Barnes, Shechtman, Finkelstein, and Goldman. SIGGRAPH 2009. Web Page   Face Swapping: Automatically Replacing Faces in Photographs, Bitouk, Kumar, Dhillon, Belhumeur, and Nayar. SIGGRAPH 2008. Web Page   The Patch Transform and Its Applications to Image Editing, Cho, Butman, Avidan, and Freeman. Web Page   A 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 Page   Shared Sampling for Real-Time Alpha Matting , Gastal and Oliveira. Eurographics 2010.  Web Page   Geodesic Star Convexity for Interactive Image Segmentation , Gulshan, Rother, Criminisi, Blake, and Zisserman. CVPR 2010.  Web Page and Code   A Global Sampling Method for Alpha Matting , He, Rhemann, Rother, Tang, Sun. CVPR 2011.  Guided Image Filtering , He, Sun, Tang. ECCV 2011.  Code   Light Mixture Estimation for Spatially Varying White Balance, Hsu, Mertens, Paris, Avidan, and Durand. Web Page   Arcimboldo-like Collage Using Internet Images , Huang, Zhang, and Zhang.  Web Page   Drag-and-Drop Pasting, Jia, Sun, Tang, and Shum. Web Page   Exploring Photobios , Kemelmacher-Shlizerman, Shechtman, Garg, Seitz. SIGGRAPH 2011.  Web Page   Seamless Image Stitching in the Gradient Domain, Levin, Zomet, Peleg, and WeissPhoto Clip Art, Lalonde, Hoiem, Efros, Rother, Winn, and Criminisi   A Closed Form Solution to Natural Image Matting, Levin, Lischinski, and Weiss Code
Spectral Matting , Levin, Rav-Acha, and  Lischinski   Paint Selection, Liu, Sun, and Shum. SIGGRAPH 2009.   Poisson Image Editing, Perez, Gangnet, and Blake   A 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 Blake   Alpha Estimation in Natural Images, Ruzon and Tomasi   New Appearance Models for Natural Image Matting, Singaraju, Rother, and Rhemann   Interactive Editing of Massive Imagery Made Simple: Turning Atlanta into Atlantis, Summa, Scorzelli, Jiang, Bremer, and Pascucci. SIGGRAPH 2011. Web Page   Flash Matting, Sun, Li, Kang, and Shum   Fast Poisson Blending Using Multi-splines, Szeliski, Uyttendaele, and Steedly. ICCP 2011.   Soft Scissors : An Interactive Tool for Realtime High Quality Matting, Wang, Agrawala, and Cohen   Image 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 Levin   Feature-Based Image Metamorphosis, Beier and Neely   Optimizing Content-Preserving Projections for Wide-Angle Images, Carroll, Agrawala, and Agarwala. SIGGRAPH 2009. Web Page   Detail Preserving Shape Deformation in Image Editing, Fang and Hart   Feature-Aware Texturing, Gal, Sorkine, and Cohen-Or   As-Rigid-As-Possible Shape Manipulation, Igarashi, Moscovich, and Hughes   Polymorph: Morphing Among Multiple Images , Lee, Wolberg, and Shin   Content-Preserving Warps for 3D Video Stabilization, Liu, Gleicher, Jin and Agarwala. SIGGRAPH 2009. Web Page   Moving Gradients: A Path-Based Method for Plausible Image Interpolation, Mahajan, Huang, Matusik, Ramamoorthi, and Belhumeur. SIGGRAPH 2009   Multi-operator Media Retargeting, Rubinstein, Shamir, and Avidan. SIGGRAPH 2009. Web Page   Regenerative Morphing, Shechtman, Rav-Acha, Irani, and Seitz. CVPR 2010. Web Page   Image 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 Page   Fast High-Dimensional Filtering Using the Permutohedral Lattice , Adams, Baek, and Davis. Eurographics 2010.   Web Page   Fast Approximate Energy Minimization via Graph Cuts , Boykov, Veksler, and Zabih   Edge-Avoiding Wavelets and thier Applications, Fattal Web Page   Graphical Models: Probabilistic Inference , Jordan and Weiss   Loopy Belief Propagation for Approximate Inference: An Empirical Study , Murphy, Weiss, and Jordan   Bilateral Filtering: Papers, Resources, Applications, Paris and Durand   Constant time O(1) bilateral filtering Porikli   Image Alignment and Stitching: A Tutorial, Szeliski   Bilateral Filtering for Gray and Color Images, Tomasi and Manduchi   Image Smoothing via L0 Gradient Minimization , Xu, Lu, Xu, and Jia. SIGGRAPH Asia 2011. Web Page   Real-Time O(1) Bilateral Filtering, Yang, Tan and Ahuja Source Code   SVM for Edge-Preserving Filtering, Yang, Wang and Ahuja

... and Beyond

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

Books for General Reference

Digital Image Processing, Second Edition, Gonzalez and Woods   Computer Vision: A Modern Approach, Forsyth and Ponce   The Art and Science of Digital Compositing, Brinkmann   Multiple View Geometry in Computer Vision, Hartley and Zisserman   Linear Algebra and Its Applications, Strang   Computer Vision: Algorithms and Applications, Richard Szeliski