Movie Posters from Video by Example
Inhaltsverzeichnis
Reference
Stephen Brooks: Movie Posters from Video by Example. In: Oliver Deussen, Peter Hall (Eds.): Eurographics Workshop on Computational Aesthetics, 2009. 91-98
DOI
http://dx.doi.org/10.2312/COMPAESTH/COMPAESTH09/091-098
Abstract
We present the first method for the generation of posters directly from video, borrowing the layout and composition from existing poster exemplars as a guide. Our system analyzes a given poster by determining face locations and poses, detecting the title and computing an analysis of the remaining background image. Processing of the video proceeds by locating major cast members and a suitable background frame. A new poster is then seamlessly constructed from scratch with faces, title and background appropriately sized and positioned as in the example. This work has broad application and potential for widespread use given the increasing importance of Creative Commons amateur film making, as well as internet and personal video.
Extended Abstract
Bibtex
@inproceedings{Brooks:2009:MPV:2381286.2381303,
author = {Brooks, S.},
title = {Movie Posters from Video by Example},
booktitle = {Proceedings of the Fifth Eurographics Conference on Computational Aesthetics in Graphics, Visualization and Imaging},
series = {Computational Aesthetics'09},
year = {2009},
isbn = {978-3-905674-17-0},
location = {Victoria, British Columbia, Canada},
pages = {91--98},
numpages = {8},
url = {http://dx.doi.org/10.2312/COMPAESTH/COMPAESTH09/091-098, http://de.evo-art.org/index.php?title=Movie_Posters_from_Video_by_Example },
doi = {10.2312/COMPAESTH/COMPAESTH09/091-098},
acmid = {2381303},
publisher = {Eurographics Association},
address = {Aire-la-Ville, Switzerland, Switzerland},
}
Used References
BLANZ V., BASSO C., VETTER T., POGGIO T.: Reanimating faces in images and video. In EUROGRAPHICS 2003 (Granada, Spain, 2003), vol. 22, pp. 641-650.
BLANZ V., SCHERBAUM K., VETTER T., SEIDEL H.-P.: Exchanging faces in images. In EUROGRAPHICS 2004 (Grenoble, France, 2004), Cani M.-P., Slater M., (Eds.), vol. 23 of Computer Graphics Forum, Blackwell, pp. 669-676.
Volker Blanz , Thomas Vetter, A morphable model for the synthesis of 3D faces, Proceedings of the 26th annual conference on Computer graphics and interactive techniques, p.187-194, July 1999 http://doi.acm.org/10.1145/311535.311556
S. Eickeler , F. Wallhoff , U. Lurgel , G. Rigoll, Content based indexing of images and video using face detection and recognition methods, Proceedings of the Acoustics, Speech, and Signal Processing, 2001. on IEEE International Conference, p.1505-1508, May 07-11, 2001 http://dx.doi.org/10.1109/ICASSP.2001.941217
JOHNSON M., BROSTOW G. J., SHOTTON J., ARANDJELOVIC O., KWATRA V., CIPOLLA R.: Semantic photo synthesis. Computer Graphics Forum (Proc. Eurographics) 25, 3 (September 2006), 407-413.
Jiaya Jia , Jian Sun , Chi-Keung Tang , Heung-Yeung Shum, Drag-and-drop pasting, ACM Transactions on Graphics (TOG), v.25 n.3, July 2006 http://doi.acm.org/10.1145/1141911.1141934
LI Y., LI Y., ZHANG T., ZHANG T., TRETTER D., TRETTER D.: An overview of video abstraction techniques. Tech. rep., Report HPL-2001-191, HP Laboratories, 2001.
Rainer Lienhart , Silvia Pfeiffer , Wolfgang Effelsberg, Video abstracting, Communications of the ACM, v.40 n.12, p.54-62, Dec. 1997 http://doi.acm.org/10.1145/265563.265572
Patrick Pérez , Michel Gangnet , Andrew Blake, Poisson image editing, ACM Transactions on Graphics (TOG), v.22 n.3, July 2003 http://doi.acm.org/10.1145/882262.882269
Carsten Rother , Lucas Bordeaux , Youssef Hamadi , Andrew Blake, AutoCollage, ACM Transactions on Graphics (TOG), v.25 n.3, July 2006 http://doi.acm.org/10.1145/1141911.1141965
Carsten Rother , Vladimir Kolmogorov , Andrew Blake, "GrabCut": interactive foreground extraction using iterated graph cuts, ACM SIGGRAPH 2004 Papers, August 08-12, 2004, Los Angeles, California http://doi.acm.org/10.1145/1186562.1015720
Henry Allan Rowley , Takeo Kanade, Neural network-based face detection, Carnegie Mellon University, Pittsburgh, PA, 1999 http://dl.acm.org/citation.cfm?id=930745&CFID=588525319&CFTOKEN=29804931
Henry Schneiderman, Feature-centric evaluation for efficient cascaded object detection, Proceedings of the 2004 IEEE computer society conference on Computer vision and pattern recognition, June 27-July 02, 2004, Washington, D.C., USA http://dl.acm.org/citation.cfm?id=1896306&CFID=588525319&CFTOKEN=29804931
SMITH M. A., KANADE T.: Video skimming for quick browsing based on audio and image characterization. Tech. rep., 1995.
SCHNEIDERMAN H., KANADE T.: A statistical method for 3d object detection applied to faces and cars. Computer Vision and Pattern Recognition, 2000. Proceedings. IEEE Conference on 1 (2000), 746-751 vol.1.
Matthew Turk , Alex Pentland, Eigenfaces for recognition, Journal of Cognitive Neuroscience, v.3 n.1, p.71-86, Winter 1991 http://dx.doi.org/10.1162/jocn.1991.3.1.71
VIOLA P., JONES M.: Rapid object detection using a boosted cascade of simple features. Computer Vision and Pattern Recognition, 2001. CVPR 2001. Proceedings of the 2001 IEEE Computer Society Conference on 1 (2001), I-511-I-518 vol.1.
WOLF C., JOLION J., CHASSAING F.: Text localization, enhancement and binarization in multimedia documents. In International Conference on Pattern Recognition (ICPR) 2002 (2002), pp. 1037-1040.
Links
Full Text
https://www.cs.dal.ca/~sbrooks/projects/misc/MoviePostersByExample.pdf
Sonstige Links
http://dl.acm.org/citation.cfm?id=2381286.2381303&coll=DL&dl=GUIDE&CFID=588525319&CFTOKEN=29804931
