Tentative Reading List

 

Image Completion

•M. Bertalmio, G. Sapiro, V. Caselles and C. Ballester, "Image Inpainting", SIGGRAPH 2000

•A. Criminisi and P. Perez and K. Toyama, "Object Removal by Exemplar-based Inpainting", CVPR 2003 Presenter: M. Lombardi

•I. Drori, D. Cohen-Or, H. Yeshurun, "Fragment-Based Image Completion", SIGGRAPH 2003 Presenter: M. Lombardi

•J. Sun, L. Yuan, J. Jia and H. Shum, "Image Completion with Structure Propagation", SIGGRAPH 2005

•J. Hays and A. Efros, "Scene Completion using Millions of Photographs", SIGGRAPH 2007 Presenter: A. Campbell



Cutting and Pasting

•P. Perez, M. Gangnet, and A. Blake, "Poisson Image Editing", SIGGRAPH 2003

•J. Jia, J. Sun, C.-K. Tang, H.-Y. Shum, "Drag-and-Drop Pasting", SIGGRAPH 2006

•Y. Boykov and M.-P. Jolly, "Interactive Graph Cuts for Optimal Boundary & Region Segmentation of Objects in N-D Images", ICCV 2001

•C. Rother, V. Kolmogorov, A. Blake, "GrabCut: Interactive Foreground Extraction using Iterated Graph Cuts", SIGGRAPH 2004 Presenter: P. Bindu

•Y. Li, J. Sun, C.-K. Tang and H. Shum, "Lazy Snapping", SIGGRAPH 2004

•Agarwala, M. Dontcheva, M. Agrawala, S. Drucker, A. Colburn, B. Curless, D. Salesin, and M. Cohen, "Interactive Digital Photomontage", SIGGRAPH 2004

•D. Bitouk, N. Kumar, S. Dhillon, P. Belhumeur, and S. K. Nayar, "Face Swapping: Automatically Replacing Faces in Photographs", SIGGRAPH 2008



Removing Camera Shake and Motion Blur

•Neel Joshi, Sing Bing Kang, C. Lawrence Zitnick, Richard Szeliski, "Image Deblurring using Inertial Measurement Sensors", SIGGRAPH 2010 Presenter: R. Dighade

•R. Fergus and B. Singh and A. Hertzmann and S. T. Roweis and W. Freeman, "Removing Camera Shake From A Single Image", SIGGRAPH 2006 Presenter: F. Zafar

•A. Levin, "Blind Motion Deblurring using Image Statistics", NIPS 2006 Presenter: R. Dighade

•L. Yuan, J. Sun, L. Quan and H.-Y. Shum, "Image Deblurring with Blurred/Noisy Image Pairs", SIGGRAPH 2007

•Q. Shan, J. Jia, and A. Agarwala, "High-quality Motion Deblurring from a Single Image", SIGGRAPH 2008 Presenter: F. Zafar

•Lu Yuan, et al., "Progressive Inter-scale and Intra-scale Non-blind Image Deconvolution", SIGGRAPH 2008.

•Raskar, R. and Agrawal, A. and Tubmlin, J. "Coded Exposure Photography: Motion Deblurring using Fluttered Shutter", ACM SIGGRAPH 2006

  1. •Levin et al.. Motion Invariant Photography, SIGGRAPH 2008





Color Manipulation and Image Relighting

•Levin, D. Lischinski, and Y. Weiss, "Colorization Using Optimization", SIGGRAPH 2004

•Gooch, S. Olsen, J. Tumblin, and B. Gooch, "Color2Gray: Salience-Preserving Color Removal", SIGGRAPH 2005  Presenter: J. Shin

  1. •Yongjin Kim et al, “Robust Color-to-gray via Nonlinear Global Mapping”, SIGGRAPH Asia, 2009  Presenter: J. Shin

  2. •D. Cohen-Or, O. Sorkine, R. Gal, T. Leyvand, and Y.-Q. Xu, "Color Harmonization", SIGGRAPH 2006 Presenter: E. Baumel

•E. Hsu, T. Mertens, S. Paris, S. Avidan, F. Durand, "Light Mixture Estimation for Spatially Varying White Balance", SIGGRAPH 2008

•Nayar et al. “Lighting-Sensitive Displays”, ACM TOG, 2003.

•Debevec et al. “Performance Relighting and Reflectance Transformation with Time-Multiplexed Illumination”, SIGGRAPH 2005. Presenter: E. Baumel

•Nishino and Nayar. “Eyes for Relighting”, SIGGRAPH 2004.

•Raanan Fattal, “Single Image Dehazing”, SIGGRAPH 2008

•Eugene Hsu, et al. “Light Mixture Estimation for Spatially Varying White Balance”. SIGGRAPH 2008.

•Dong Guo, Yuan Cheng, Terence Sim, "Correcting Over-Exposure in Photographs", CVPR 2010




Image Warping and Morphing

•T. Beier and S. Neely, "Feature-Based Image Metamorphosis", SIGGRAPH 1992

•S. Schaefer, T. McPhail, and J. Warren, "Image deformation using moving least squares", SIGGRAPH 2006 Presenter: D. Mann

  1. •T. Leyvand, D. Cohen-Or, G. Dror and D. Lischinski, "Data-Driven Enhancement of Facial Attractiveness", SIGGRAPH 2008  Presenter: K. Martinez

  2. •Shizhe Zhou et al., "Parametric Reshaping of Human Bodies in Images", SIGGRAPH 2010  Presenter: K. Martinez

•Robert Carroll, Aseem Agarwala, Maneesh Agrawala, "Image Warps for Artistic Perspective Manipulation", SIGGRAPH 2010

•Yuzhen Niu, Feng Liu, Xueqing Li, Michael Gleicher, "Warp Propagation for Video Resizing", CVPR 2010

•Shechtman E., Rav-Acha A., Irani M., Seitz S. "Regenerative Morphing", CVPR 2010




Panoramas, Mosaics, Collages, Image Matching and Stitching

•R. Szeliski, "Image Alignment and Stitching: A Tutorial", MSR-TR-2004-92, 2004

•M. Brown and D. Lowe, "Recognising Panoramas", ICCV 2003

•Agarwala, M. Agrawala, M. Cohen, D. Salesin, and R. Szeliski, "Photographing long scenes with multi-viewpoint panoramas", SIGGRAPH 2006 Presenter: A. Campbell

•Rother, L. Bordeaux, Y. Hamadi, A. Blake, "AutoCollage", SIGGRAPH 2006

•Y. Nomura, et al. "Scene Collages and Flexible Camera Arrays”,  EGSR 2007. 




Large Photo Collections

•James Hays and A. Efros. “Scene Completion using Millions of Photographs”, SIGGRAPH 2007.

•Noah Snavely, et al. “Photo tourism: Exploring photo collections in 3D”, SIGGRAPH 2006.Presenter: J. Dandois

•S. Kuthirummal, et al.  “Priors for Large Photo Collections and What They Reveal about Cameras”. ECCV 2008.

•Michael Goesele, et al. “Multi-View Stereo for Community Photo Collections”. ICCV 2007 Presenter: J. Dandois

•Torralba, et al. 80 Million Tiny Images: a large dataset for non-parameteric object and scene recognition.

•J. Sivic, B. Kaneva, A. Torralba, S. Avidan, and W. Freeman, "Creating and Exploring a Large Photorealistic Virtual Space", Internet Vision Workshop, 2008

  1. •Johannes Kopf, Billy Chen, Richard Szeliski, Michael F. Cohen, "Street Slide: Browsing Street Level Imagery", SIGGRAPH 2010




Image and Video Matting

•J. Sun et al. “Poisson Matting”. SIGGRAPH 2004.

•J. Sun et al. “Flash Matting”. SIGGRAPH 2006.

•Morgan McGuire, et al. “Defocus Video Matting”. SIGGRAPH 2005.

•Y.-Y. Chuang, et al. “A Bayesian Approach to Digital Matting”. CVPR 2001.

•Y.-Y. Chuang, et al. “Video Matting of Complex Scenes”. SIGGRAPH 2002.

•J. Wang and M. Cohen “An iterative optimization approach for unified image segmentation and matting”. ICCV 2005 Presenter: P. Bindu

•Neel Joshi, et al. “Natural Video Matting using Camera Arrays”. SIGGRAPH 2006.



Image Editing

•Kun Zeng, Mingtian Zhao, Caiming Xiong, Song-Chun Zhu, "From Image Parsing to Painterly Rendering", SIGGRAPH 2010

•Hung-Kuo Chu, Wei-Hsin Hsu, Niloy J. Mitra, Daniel Cohen-Or, Tien-Tsin Wong, Tong-Yee Lee, "Camouflage Images", SIGGRAPH 2010

•Shai Avidan and Ariel Shamir. “Seam Carving”. SIGGRAPH 2007. 

•Hertzman et al. “Image Analogies”, SIGGRAPH 2001.

•P. Perez. “Possion Image Editing”, SIGGRAPH 2003.

•Yu-Shuen Wang, et al. “Optimized Scale-and-Stretch for Image Resizing”. SIGGRAPH Asia 2008.

•Michael Rubinstein, et al. “Improved Seam Carving for Video Retargeting”, SIGGRAPH 2008.

•Y. Liu, T. Belkina, J. Hays, and R. Lublinerman, “Image De-Fencing”, CVPR 2008

•Neel Joshi, Wojciech Matusik, Edward H. Adelson, David J Kriegman, "Personal photo enhancement using example images", SIGGRAPH 2010



Beyond Conventional Cameras and Flash Photography:

•Adams, A. B., Talvala, E., Park, S. H., Jacobs, D. E., Boris Ajdin, Gelfand, N., Dolson, J., Vaquero, D., Baek, J., Tico, M., Hendrik P.A. Lensch, Wojciech Matusik, Pulli, K., Horowitz, M., Levoy, M., "The Frankencamera: an Experimental Platform for Computational Photography", SIGGRAPH 2010

•P. Green, W. Sun, W. Matusik and F. Durand, "Multi-Aperture Photography", SIGGRAPH 2007

•R. Raskar and A. Agrawal and J. Tubmlin, "Coded Exposure Photography: Motion Deblurring using Fluttered Shutter", SIGGRAPH 2006

•Levin, R. Fergus, F. Durand, and W. Freeman, "Image and Depth from a Conventional Camera with a Coded Aperture", SIGGRAPH 2007

•P. Sen, B. Chen, G. Garg, S. Marschner, M. Horowitz, M. Levoy, H. Lensch, "Dual Photography", SIGGRAPH 2005

•S.K. Nayar, G. Krishnan, M. D. Grossberg, R. Raskar, "Fast Separation of Direct and Global Components of a Scene using High Frequency Illumination", SIGGRAPH 2006

•Petschnigg et al. “Digital Photography with Flash and No-flash Image Pairs”. SIGGRAPH 2004. 

•Ramesh Raskar et al. “Non-photorealistic Camera: Depth Edge Detection and Stylized Rendering using Multi-Flash Imaging”. SIGGRAPH 2004

•Elmar Eisemann and Fredo Durand. “Flash Photography Enhancement via Intrinsic Relighting”. SIGGRAPH 2004.

•Ng et al. “Light Field Photography with a Hand-Held Plenoptic Camera”, Stanford Tech. Report, 2005.

•Andrew Jones, et al. “Rendering for an Interactive 360? Light Field Display”, SIGGRAPH 2007.




Single- and Multiple-View Reconstruction, Image-based 3D Modeling, 3D Reconstruction with Active Illumination

•Y. Horry, K. Anjyo and K. Arai, "Tour into the picture: Using a spidery mesh interface to make animation from a single image", Computer Graphics and interactive Techniques, 1997 Presenter: Y. Wang

  1. •P. Debevec et al. “Modeling and Rendering Architecture from Photographs:A hybrid geometry-and image-based approach”, SIGGRAPH 1996, pp 11-20. Presenter: Y. Wang

•D. Hoiem, A. Efros, and M. Hebert, "Automatic Photo Pop-up", SIGGRAPH 2005

•Criminisi, et al. "Single View Metrology", ICCV 1999. 

•Hartley and Zisserman, "Multiple View Geometry in Computer Vision", Cambridge University Press, 2000.

•Faugeras et al., "The Geometry of Multiple Images", MIT Press, 2001.

•Tomasi and Kanade, "Shape and Motion from Image Streams: A Factorization Method", IJCV 9(2), 1992, 137-154.

•Longuet-Higgins, “A computer algorithm for reconstructing a scene from two projections”, Nature, Vol. 293, 1981, pp. 133-135.

•Seitz and Dyer, “View Morphing”, SIGGRAPH 1996.

•Li Zhang, et al. “Single View Modeling”, CVPR 2001.

•F. Moreno-Noguer, et al. “Active Refocusing of Images and Videos”, SIGGRAPH 07.

•T. Hawkins, et al. “Acquisition of time-varying participating media”, SIGGRAPH 2005.

•J. Gu, et al. “Compressive structured light for recovering inhomogeneous participating media”. ECCV 2008. 

•Hertzmann and Seitz. “Example-Based Photometric Stereo: Shape Reconstruction with General, Varying BRDFs”, PAMI 2005

•T. Zickler, et al. “Helmholtz Stereopsis: Exploiting Reciprocity for Surface Reconstruction”, IJCV 2002

•L. Zhang and S. K. Nayar. “Projection Defocus Analysis for Scene Capture and Image Display”. SIGGRAPH 2006

•Avidan, Shai and Shamir, Ariel. “Seam Carving for Content-Aware Image Resizing”, ACM Transactions on Graphics 26(3), SIGGRAPH 2007.




Image Synthesis:

•Efros and T. Leung, "Texture Synthesis by Non-parametric Sampling", ICCV 1999

•Efros and W. Freeman, "Image Quilting for Texture Synthesis and Transfer", SIGGRAPH 2001

•W. Freeman, T. Jones, and E. Pasztor, "Example-based super-resolution", IEEE Computer Graphics and Applications, March/April, 2002

•Hertzmann, C. Jacobs, N. Oliver, B. Curless, and D. Salesin, "Image Analogies", SIGGRAPH 2001 Presenter: F. Zafar

•Schodl, R. Szeliski, D. Salesin, and I. Essa, "Video Textures", SIGGRAPH 2000

•V. Kwatra, A. Schodl, I. Essa, G. Turk, and A. Bobick", Graphcut Textures: Image and Video Synthesis Using Graph Cuts", SIGGRAPH 2003

  1. •Y.-Y. Chuang, D. Goldman, K. Zheng, B. Curless, D. Salesin, and R. Szeliski, "Animating Pictures with Stochastic Motion Textures", SIGGRAPH 2005



Other Papers (Papers are related to some of the student projects):

  1. •Zhou Wang and Alan C Bovik, "Modern Image Quality Assessment", Morgan and Claypool Publishers, 2006 Presenter: W. Griffin

  2. •Zhou Wang, Alan C Bovik, H.R. Sheikh and E.P. Simoncelli, "Image quality assessment: from error visibility to structural similarity", IEEE Transactions on Image Processing, 13(4), pp. 600--612,2004 Presenter: W. Griffin

  3. •S. Hosoi, E. Takikawa, and M. Kawade, "Ethnicity Estimation with Facial Images", Sixth IEEE International Conference on Automatic Face and Gesture Recognition, 2004. Presenter: N. Chhaya

  4. •Ming-Hsuan Yang, David J. Kriegman, and Narendra Ahuja, "Detecting Faces in Images: A Survey", IEEE Transactions on Pattern Analysis and Machine Intelligence, 24(1), 2002 Presenter: N. Chhaya

  5. •MB Holte et al, "Fusion of Range and Intensity Information for View Invariant Gesture Recognition", CVPR 2008 Presenter: H. Jean

  6. •Th. Gevers and A.W.M Smeulders, "Image search engines:An overview ", Topics in Computer Vision, 2004 Presenter: J. Rosebrock

  7. •V. Blanz and T. Vetter, "Face Recognition Based on Fitting a 3D Morphable Model", IEEE Trans. Pattern Anal. Mach. Intell., 2003 Presenter: D. Mann

    •Z. Lian, A. Godil and X. Sun, "Visual Similarity Based 3D Shape Retrieval Using Bag-of-Features", Shape Modeling International Conference (SMI), 2010 Presenter: N. Serova

•Students should pick two papers from this list to present in class

•Due to time constraints, not all the papers/topics will be covered in class

•To ensure a variety of topics, a maximum of four papers will be allowed for each section.