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Optimized Image Resizing Using Seam Carving and Scaling
- Source :
- ACM Transactions on Graphics, ACM Transactions on Graphics, Association for Computing Machinery, 2009, 29 (5), 10 p. ⟨10.1145/1618452.1618471⟩, ACM Transactions on Graphics, 2009, 29 (5), 10 p. ⟨10.1145/1618452.1618471⟩
- Publication Year :
- 2009
- Publisher :
- HAL CCSD, 2009.
-
Abstract
- International audience; We present a novel method for content-aware image resizing based on optimization of a well-defined image distance function, which preserves both the important regions and the global visual effect (the background or other decorative objects) of an image. The method operates by joint use of seam carving and image scaling. The principle behind our method is the use of a bidirectional similarity function of image Euclidean distance (IMED), while cooperating with a dominant color descriptor (DCD) similarity and seam energy variation. The function is suitable for the quantitative evaluation of the resizing result and the determination of the best seam carving number. ifferent from the previous simplex-modeapproaches, our method takes the advantages of both discrete and continuous methods. The technique is useful in image resizing for both reduction/retargeting and enlarging. We also show that this approach can be extended to indirect image resizing.
- Subjects :
- Similarity (geometry)
business.industry
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
020207 software engineering
02 engineering and technology
Computer Graphics and Computer-Aided Design
[INFO.INFO-GR]Computer Science [cs]/Graphics [cs.GR]
Image (mathematics)
Reduction (complexity)
Euclidean distance
Image resizing
Seam carving
Retargeting
0202 electrical engineering, electronic engineering, information engineering
Image scaling
Image distance function
IMED
DCD
020201 artificial intelligence & image processing
Computer vision
Artificial intelligence
Resizing
business
Mathematics
Subjects
Details
- Language :
- English
- ISSN :
- 07300301 and 15577368
- Database :
- OpenAIRE
- Journal :
- ACM Transactions on Graphics, ACM Transactions on Graphics, Association for Computing Machinery, 2009, 29 (5), 10 p. ⟨10.1145/1618452.1618471⟩, ACM Transactions on Graphics, 2009, 29 (5), 10 p. ⟨10.1145/1618452.1618471⟩
- Accession number :
- edsair.doi.dedup.....0add578cd5fd6bf205eea9b244aaadb2