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Image fusion for context enhancement and video surrealism

Published: 07 June 2004 Publication History

Abstract

We present a class of image fusion techniques to automatically combine images of a scene captured under different illumination. Beyond providing digital tools for artists for creating surrealist images and videos, the methods can also be used for practical applications. For example, the non-realistic appearance can be used to enhance the context of nighttime traffic videos so that they are easier to understand. The context is automatically captured from a fixed camera and inserted from a day-time image (of the same scene). Our approach is based on a gradient domain technique that preserves important local perceptual cues while avoiding traditional problems such as aliasing, ghosting and haloing. We presents several results in generating surrealistic videos and in increasing the information density of low quality nighttime videos.

References

[1]
BOSTONWEBCAMS, 2003. (Observe the cameras at night). http://www.boston.com/traffic/cameras/artery.htm.
[2]
BRAUN, M. 1992. Picturing Time. University of Chicago.
[3]
CHUANG, Y., CURLESS, B., SALESIN, D., AND R., S. 2001. A Bayesian Approach to Digital Matting. In Proceedings of CVPR, vol. 2, 264--271.
[4]
COHEN, M., 2003. Image Stacks. Presentation at MIT, Cambridge, USA, October 2003.
[5]
DECARLO, D., AND SANTELLA, A. 2002. Stylization and Abstraction of Photographs. In Proc. Siggraph 02, ACM Press.
[6]
DICARLO, J., AND WANDELL, B. 2000. Rendering High Dynamic Range Images. In Proceedings of SPIE: Image Sensors, vol. 3965, 392--401.
[7]
DURAND, F., AND DORSEY, J. 2002. Fast Bilateral Filtering for High-Dynamic-Range Images. In Proceedings of SIGGRAPH 2002, ACM SIGGRAPH, 257--266.
[8]
ESSA, I., 2002. Graphical Display of Motion-Capture System using a Shape-time Style Rendering.
[9]
FATTAL, R., LISCHINSKI, D., AND WERMAN, M. 2002. Gradient Domain High Dynamic Range Compression. In Proceedings of SIGGRAPH 2002, ACM SIGGRAPH, 249--256.
[10]
FELS, S., AND MASE, K. 1999. Interactive video cubism. In Workshop on New Paradigms in Information Visualization and Manipulation, ACM Press, 78--82.
[11]
FINLAYSON, G., HORDLEY, S., AND DREW, M. 2002. Removing Shadows from Images. In Proceedings of ECCV, vol. 4, 823--836.
[12]
FREEMAN, B., AND ZHANG, H. 2003. Shapetime photography. In Proceedings of CVPR, vol. 2, 264--271.
[13]
GLEICHER, M., HECK, R., AND WALLICK, M. 2002. A framework for virtual videography. In Smart Graphics.
[14]
HAEBERLI, P., 1994. A Multifocus Method for Controlling Depth of Field. Availavle at: http://www.sgi.com/grafica/depth/index.html.
[15]
HERTZMANN, A., AND PERLIN, K. 2000. Painterly Rendering for Video and Interaction. In Proceedings of NPAR 2000, Symposium on Non-Photorealistic Animation and Rendering (Annecy, France, June 2000), ACM, 7--12.
[16]
KLEIN, A. W., GRANT, T., FINKELSTEIN, A., AND COHEN, M. F. 2002. Video Mosaics. In Proceedings of NPAR 2002, International Symposium on Non Photorealistic Animation and Rendering (Annecy, France, June2002).
[17]
KLEIN, A. W., SLOAN, P.-P. J., FINKELSTEIN, A., AND COHEN, M. F. 2002. Stylized Video Cubes. In ACM SIGGRAPH Symposium on Computer Animation, 15--22.
[18]
LITWINOWICZ, P. 1997. Processing Images and Video for an Impressionist Effect. In Proceedings of SIGGRAPH'97 (Los Angeles, Aug. 1997), T. Whitted, Ed., Computer Graphics Proceedings, Annual Conference Series, ACM SIGGRAPH, 407--414.
[19]
MEIER, B. J. 1996. Painterly Rendering for Animation. In Proceedings of SIGGRAPH'96 (New Orleans, Aug. 1996), H. Rushmeier, Ed., Computer Graphics Proceedings, Annual Conference Series, ACM SIGGRAPH, 477--484.
[20]
MERRIAM-WEBSTER. 2001. Collegiate Dictionary.
[21]
MUYBRIDGE, E. 1985. Horses and other animals in motion. Dover.
[22]
PÉREZ, P., GANGNET, M., AND BLAKE, A. 2003. Poisson image editing. In Proceedings of SIGGRAPH 2003, 313--318.
[23]
PRESS, W. H., TEUKOLSKY, S., VETTERLING, W. T., AND FLANNERY, B. P. 1992. Numerical Recipes in C: The Art of Scientific Computing. Pearson Education.
[24]
RADEMACHER, P., AND BISHOP, G. 1998. Multiple-Center-of-Projection Images. In Proceedings of SIGGRAPH 98 (Orlando, July 1998), M. Cohen, Ed., Annual Conference Series, ACM SIGGRAPH, 199--206.
[25]
RASKAR, R., YU, J., AND ILIE, A., 2003. Stylized Images using Variable Illumination. Unpublished, January 2003.
[26]
RASKAR, R., YU, J., AND ILIE, A., 2003. Video Surveillance with NPR Image Fusion. http://www.merl.com/projects/NPRfusion/, March 2003.
[27]
REINHARD, E., STARK, M., SHIRLEY, P., AND FERWERDA, J. 2002. Photographic Tone Reproduction for Images. In Proceedings of SIGGRAPH 2002, ACM SIGGRAPH, 267--276.
[28]
SMITH, S., AND BRADY, J. 1997. SUSAN - a new approach to low level image processing. Int. Journal of Computer Vision 23, 1, 45--78.
[29]
SOCOLINSKY, D., AND WOLFF, L. 1999. A New Visualization Paradigm for Multispectral Imagery and Data Fusion. In Proceedings of IEEE CVPR, 319--324.
[30]
TOYAMA, K., KRUMM, J., BRUMITT, B., AND MEYERS, B. 1999. Wallflower: Principles and Practice of Background Maintenance. In ICCV, 255--261.
[31]
WEISS, Y. 2001. Deriving Intrinsic Images From Image Sequences. In Proceedings of ICCV, vol. 2, 68--75.

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cover image ACM Conferences
NPAR '04: Proceedings of the 3rd international symposium on Non-photorealistic animation and rendering
June 2004
150 pages
ISBN:1581138873
DOI:10.1145/987657
Permission to make digital or hard copies of all or part of this work for personal or classroom use is granted without fee provided that copies are not made or distributed for profit or commercial advantage and that copies bear this notice and the full citation on the first page. Copyrights for components of this work owned by others than ACM must be honored. Abstracting with credit is permitted. To copy otherwise, or republish, to post on servers or to redistribute to lists, requires prior specific permission and/or a fee. Request permissions from [email protected]

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Publication History

Published: 07 June 2004

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Author Tags

  1. gradient domain approach
  2. image fusion
  3. surrealism

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  • (2023)Low-Exposure Image and Video EnhancementImage and Video Color Editing10.1007/978-3-031-26030-8_7(65-75)Online publication date: 21-Mar-2023
  • (2023)IntroductionImage and Video Color Editing10.1007/978-3-031-26030-8_1(1-8)Online publication date: 21-Mar-2023
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  • (2021)To See in the Dark: N2DGAN for Background Modeling in Nighttime SceneIEEE Transactions on Circuits and Systems for Video Technology10.1109/TCSVT.2020.298787431:2(492-502)Online publication date: Feb-2021
  • (2021)Research on Endoscopic Image Enhancement Algorithm Based on Contrast Fusion2021 IEEE 6th International Conference on Signal and Image Processing (ICSIP)10.1109/ICSIP52628.2021.9689033(210-215)Online publication date: 22-Oct-2021
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  • (2020)Bayesian Estimation of Global and Local Variances for Improved Perceptual Quality of Fused Medical Images2020 International Conference on Intelligent Engineering and Management (ICIEM)10.1109/ICIEM48762.2020.9160127(7-11)Online publication date: Jun-2020
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