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Novel Thermal Image Classification Based on Techniques Derived from Mathematical Morphology: Case of Breast Cancer
- Source :
- Bioinformatics and Biomedical Engineering ISBN: 9783030453848, IWBBIO
- Publication Year :
- 2020
- Publisher :
- Springer International Publishing, 2020.
-
Abstract
- Image processing (IP) is a method of converting an image to digital form by performing operations on it to obtain an improved image or to extract useful information from it. It is a type of signal distribution in which the input is an image such as a video image or a photograph, and the output can be an image or associated characteristics. Besides, this system includes the processing of images in the form of two-dimensional signals, while applying signal processing methods already defined for them. One of the essential steps in IP is a combined application of erosion and dilation procedures, which is part of the mathematical morphology. This article presents a novel thermal image classification based on techniques derived from mathematical morphology. In the processing of grayscale breast cancer images, this method reveals the region of interest as the whitest area.
- Subjects :
- Signal processing
Contextual image classification
Computer science
business.industry
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Image processing
Pattern recognition
Mathematical morphology
Grayscale
Region of interest
Thermal
Dilation (morphology)
Artificial intelligence
business
Subjects
Details
- ISBN :
- 978-3-030-45384-8
- ISBNs :
- 9783030453848
- Database :
- OpenAIRE
- Journal :
- Bioinformatics and Biomedical Engineering ISBN: 9783030453848, IWBBIO
- Accession number :
- edsair.doi...........e255f67019a84b3230728ad7dca25e7e
- Full Text :
- https://doi.org/10.1007/978-3-030-45385-5_61