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
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