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Contour based metrology: getting more from a SEM image
- Source :
- Proc.SPIE, Metrology, Inspection, and Process Control for Microlithography XXXIII, Metrology, Inspection, and Process Control for Microlithography XXXIII, Feb 2019, San Jose, United States. pp.109591M, ⟨10.1117/12.2511626⟩
- Publication Year :
- 2019
- Publisher :
- HAL CCSD, 2019.
-
Abstract
- In semiconductor fabs, electron microscopes are key equipment for metrology, failure analysis, physical characterization and defect review classification. In a wafer fab like ST Crolles 300mm, CDSEMs are generating more than 20 Million of images per year. The image is by itself a raw material on which the metrology is performed. It is needed to get access to CD which is very often a single value extracted. If the CD is in specification, it is very unlikely that someone will look at the picture. If someone would do so in a systematic way, it would see that there is much more information available in the image than a single CD value. Unfortunately, most of this information passes under the radar of SPC charts and is somehow wasted. This paper presents results obtained by CDSEM image contour analysis from various kind of technologies and applications in manufacturing in our fab. These results show that images contain significant amounts of information that can be extracted and analyzed using an efficient contour extraction and analysis toolbox. Process variability of complex shapes can be shown, robust layer to layer metrics can be computed, pattern shifting, shape changes, image quality and many others too. This opens new possibilities for process control and process variability monitoring and mitigation.
- Subjects :
- Image quality
business.industry
Computer science
02 engineering and technology
021001 nanoscience & nanotechnology
01 natural sciences
Toolbox
Image (mathematics)
Metrology
law.invention
010309 optics
Wafer fabrication
law
0103 physical sciences
Key (cryptography)
Process control
Computer vision
Artificial intelligence
Radar
[SPI.NANO]Engineering Sciences [physics]/Micro and nanotechnologies/Microelectronics
0210 nano-technology
business
ComputingMilieux_MISCELLANEOUS
Subjects
Details
- Language :
- English
- Database :
- OpenAIRE
- Journal :
- Proc.SPIE, Metrology, Inspection, and Process Control for Microlithography XXXIII, Metrology, Inspection, and Process Control for Microlithography XXXIII, Feb 2019, San Jose, United States. pp.109591M, ⟨10.1117/12.2511626⟩
- Accession number :
- edsair.doi.dedup.....fcb8a6dfcee1ab055cfbacd2635fa899
- Full Text :
- https://doi.org/10.1117/12.2511626⟩