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Towards skin image mosaicing
- Source :
- 6th International Conference on Image Processing Theory, Tools and Applications, IPTA 2016, 6th International Conference on Image Processing Theory, Tools and Applications, IPTA 2016, Dec 2016, Oulu, Finland, IPTA
- Publication Year :
- 2016
- Publisher :
- HAL CCSD, 2016.
-
Abstract
- International audience; This paper presents a framework for mosaicing high resolution skin video sequences in the context of teledermatology. While considering different stages of the mosaicing pipeline, including stitching and blending, several feature- and intensity-based image registration approaches are compared. Their performances in terms of quantitative and qualitative results are discussed so as to move towards the selection of the most suited approach. Although the intensity based approach proved to be more precise over short displacements, the feature based approach is advantageous in terms of computation time apart from being more reliable over large displacements, thus permitting a faster mosaic construction by skipping over some frames in the sequence.
- Subjects :
- Computer science
Pipeline (computing)
Feature extraction
Optical flow
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Image registration
Context (language use)
02 engineering and technology
Image stitching
030207 dermatology & venereal diseases
03 medical and health sciences
Teledermatology
0302 clinical medicine
0202 electrical engineering, electronic engineering, information engineering
Computer vision
Image resolution
ComputingMethodologies_COMPUTERGRAPHICS
Skin
business.industry
Image mosaicing
[INFO.INFO-TI] Computer Science [cs]/Image Processing [eess.IV]
Feature (computer vision)
[INFO.INFO-TI]Computer Science [cs]/Image Processing [eess.IV]
020201 artificial intelligence & image processing
Artificial intelligence
business
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- 6th International Conference on Image Processing Theory, Tools and Applications, IPTA 2016, 6th International Conference on Image Processing Theory, Tools and Applications, IPTA 2016, Dec 2016, Oulu, Finland, IPTA
- Accession number :
- edsair.doi.dedup.....bcb7fa07ffcaee37e9496c41ddf32d17