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Real-Time Registration in Image Stitching Under the Microscope
- Source :
- 2018 IEEE 9th International Conference on Software Engineering and Service Science (ICSESS).
- Publication Year :
- 2018
- Publisher :
- IEEE, 2018.
-
Abstract
- Image registration and fusion has always been an important part of computer vision, but most of the existing algorithms aim at the registration between two images, paying attention to accuracy, while sacrificing the requirements of speed The application scenario of this paper is real-time registration in image stitching under the microscope. That is, while moving the operating platform to observe the cell structure under the microscope, the stitching is performed in real time to obtain an entire spliced image. In order to speed up the image matching process and improve the accuracy, this paper creatively combines the phase correlation algorithm and the feature point matching algorithmfor image registration, and improves them, completing the registration of multiple images. This paper focuses on the real time ability and accuracy of the stitching program.
- Subjects :
- Microscope
business.industry
Computer science
Feature extraction
ComputingMethodologies_IMAGEPROCESSINGANDCOMPUTERVISION
Process (computing)
Image registration
020206 networking & telecommunications
02 engineering and technology
Grayscale
law.invention
Image stitching
law
Histogram
Phase correlation
0202 electrical engineering, electronic engineering, information engineering
020201 artificial intelligence & image processing
Computer vision
Artificial intelligence
business
Subjects
Details
- Database :
- OpenAIRE
- Journal :
- 2018 IEEE 9th International Conference on Software Engineering and Service Science (ICSESS)
- Accession number :
- edsair.doi...........d6e96edeb2c3f9fc279f16b197d62fa0