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A discrete approach for polygonal approximation of irregular noise contours
- Source :
- CAIP 2019-Computer Analysis of Images and Patterns, CAIP 2019-Computer Analysis of Images and Patterns, Sep 2019, Salerno, Italy. pp.433-446, ⟨10.1007/978-3-030-29888-3_35⟩, Computer Analysis of Images and Patterns ISBN: 9783030298876, CAIP (1)
- Publication Year :
- 2019
- Publisher :
- HAL CCSD, 2019.
-
Abstract
- International audience; Polygonal approximation is often involved in many applications of computer vision, image processing and data compression. In this context, we are interested in digital curves extracted from contours of objects contained in digital images. In particular, we propose a fully discrete structure, based on the notion of blurred segments, to study the geometrical features on such curves and apply it in a process of polygonal approximation. The experimental results demonstrate the robustness of the proposed method to local variation and noise on the curve.
- Subjects :
- Computer science
Process (computing)
Structure (category theory)
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
[SCCO.COMP]Cognitive science/Computer science
[INFO.INFO-CV]Computer Science [cs]/Computer Vision and Pattern Recognition [cs.CV]
Image processing
Context (language use)
0102 computer and information sciences
02 engineering and technology
Polygonal representation
[INFO.INFO-DM]Computer Science [cs]/Discrete Mathematics [cs.DM]
01 natural sciences
Digital image
Noise
010201 computation theory & mathematics
Robustness (computer science)
Discrete structure
Computer Science::Computer Vision and Pattern Recognition
[INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Algorithm
Data compression
Dominant point
Subjects
Details
- Language :
- English
- ISBN :
- 978-3-030-29887-6
- ISBNs :
- 9783030298876
- Database :
- OpenAIRE
- Journal :
- CAIP 2019-Computer Analysis of Images and Patterns, CAIP 2019-Computer Analysis of Images and Patterns, Sep 2019, Salerno, Italy. pp.433-446, ⟨10.1007/978-3-030-29888-3_35⟩, Computer Analysis of Images and Patterns ISBN: 9783030298876, CAIP (1)
- Accession number :
- edsair.doi.dedup.....09d566884586ce0d082a7bfbfb26cf01