Zhenzhen Ding, Xinlan Tang, Zhen Zhang, Han Su, Lingbao Kong, Min Xu
{"title":"利用双尾扩展轴向点扩展函数扩展非图像化晶圆暗场检测系统的轴向响应范围","authors":"Zhenzhen Ding, Xinlan Tang, Zhen Zhang, Han Su, Lingbao Kong, Min Xu","doi":"10.1016/j.optlastec.2025.113153","DOIUrl":null,"url":null,"abstract":"<div><div>Dark-field imaging systems offer the advantages of non-contact, high sensitivity, and high throughput in non-patterned wafer inspection during semiconductor front-end processes. However, the application of high numerical aperture (NA) objectives with deep ultraviolet (DUV) light sources increases their sensitivity to defocusing caused by micrometer-scale irregularities on wafer surface, leading to false positives and false negatives. In this paper, we propose a family of point spread functions (PSFs), dual-tailed extended-axial PSFs (DTE-PSFs), to enhance the system’s defocus tolerance, improve the signal-to-noise ratio (SNR) under defocused conditions, and extend its axial response range. In this scheme, a custom phase plate, created by optimizing the variance of the PSF intensity gradient across various sampling planes, is placed in the spectral plane of a 4f system integrated behind the objective to manipulate the optical system’s PSF. Experimental results demonstrate that well-designed DTE-PSF can extend the axial response range of the systems by a factor of 2–3 compared to conventional setups, while also offering superior localization performance. The proposed method is efficient, requiring neither post-processing nor additional inspection time, and offers a novel approach to addressing the defocusing issue in dark-field wafer inspection systems.</div></div>","PeriodicalId":19511,"journal":{"name":"Optics and Laser Technology","volume":"191 ","pages":"Article 113153"},"PeriodicalIF":4.6000,"publicationDate":"2025-06-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":"{\"title\":\"Extended axial response range of non-patterned wafer dark-field inspection systems via dual-tailed extended-axial point spread functions\",\"authors\":\"Zhenzhen Ding, Xinlan Tang, Zhen Zhang, Han Su, Lingbao Kong, Min Xu\",\"doi\":\"10.1016/j.optlastec.2025.113153\",\"DOIUrl\":null,\"url\":null,\"abstract\":\"<div><div>Dark-field imaging systems offer the advantages of non-contact, high sensitivity, and high throughput in non-patterned wafer inspection during semiconductor front-end processes. However, the application of high numerical aperture (NA) objectives with deep ultraviolet (DUV) light sources increases their sensitivity to defocusing caused by micrometer-scale irregularities on wafer surface, leading to false positives and false negatives. In this paper, we propose a family of point spread functions (PSFs), dual-tailed extended-axial PSFs (DTE-PSFs), to enhance the system’s defocus tolerance, improve the signal-to-noise ratio (SNR) under defocused conditions, and extend its axial response range. In this scheme, a custom phase plate, created by optimizing the variance of the PSF intensity gradient across various sampling planes, is placed in the spectral plane of a 4f system integrated behind the objective to manipulate the optical system’s PSF. Experimental results demonstrate that well-designed DTE-PSF can extend the axial response range of the systems by a factor of 2–3 compared to conventional setups, while also offering superior localization performance. The proposed method is efficient, requiring neither post-processing nor additional inspection time, and offers a novel approach to addressing the defocusing issue in dark-field wafer inspection systems.</div></div>\",\"PeriodicalId\":19511,\"journal\":{\"name\":\"Optics and Laser Technology\",\"volume\":\"191 \",\"pages\":\"Article 113153\"},\"PeriodicalIF\":4.6000,\"publicationDate\":\"2025-06-12\",\"publicationTypes\":\"Journal Article\",\"fieldsOfStudy\":null,\"isOpenAccess\":false,\"openAccessPdf\":\"\",\"citationCount\":\"0\",\"resultStr\":null,\"platform\":\"Semanticscholar\",\"paperid\":null,\"PeriodicalName\":\"Optics and Laser Technology\",\"FirstCategoryId\":\"101\",\"ListUrlMain\":\"https://www.sciencedirect.com/science/article/pii/S0030399225007443\",\"RegionNum\":2,\"RegionCategory\":\"物理与天体物理\",\"ArticlePicture\":[],\"TitleCN\":null,\"AbstractTextCN\":null,\"PMCID\":null,\"EPubDate\":\"\",\"PubModel\":\"\",\"JCR\":\"Q1\",\"JCRName\":\"OPTICS\",\"Score\":null,\"Total\":0}","platform":"Semanticscholar","paperid":null,"PeriodicalName":"Optics and Laser Technology","FirstCategoryId":"101","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S0030399225007443","RegionNum":2,"RegionCategory":"物理与天体物理","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"OPTICS","Score":null,"Total":0}
Extended axial response range of non-patterned wafer dark-field inspection systems via dual-tailed extended-axial point spread functions
Dark-field imaging systems offer the advantages of non-contact, high sensitivity, and high throughput in non-patterned wafer inspection during semiconductor front-end processes. However, the application of high numerical aperture (NA) objectives with deep ultraviolet (DUV) light sources increases their sensitivity to defocusing caused by micrometer-scale irregularities on wafer surface, leading to false positives and false negatives. In this paper, we propose a family of point spread functions (PSFs), dual-tailed extended-axial PSFs (DTE-PSFs), to enhance the system’s defocus tolerance, improve the signal-to-noise ratio (SNR) under defocused conditions, and extend its axial response range. In this scheme, a custom phase plate, created by optimizing the variance of the PSF intensity gradient across various sampling planes, is placed in the spectral plane of a 4f system integrated behind the objective to manipulate the optical system’s PSF. Experimental results demonstrate that well-designed DTE-PSF can extend the axial response range of the systems by a factor of 2–3 compared to conventional setups, while also offering superior localization performance. The proposed method is efficient, requiring neither post-processing nor additional inspection time, and offers a novel approach to addressing the defocusing issue in dark-field wafer inspection systems.
期刊介绍:
Optics & Laser Technology aims to provide a vehicle for the publication of a broad range of high quality research and review papers in those fields of scientific and engineering research appertaining to the development and application of the technology of optics and lasers. Papers describing original work in these areas are submitted to rigorous refereeing prior to acceptance for publication.
The scope of Optics & Laser Technology encompasses, but is not restricted to, the following areas:
•development in all types of lasers
•developments in optoelectronic devices and photonics
•developments in new photonics and optical concepts
•developments in conventional optics, optical instruments and components
•techniques of optical metrology, including interferometry and optical fibre sensors
•LIDAR and other non-contact optical measurement techniques, including optical methods in heat and fluid flow
•applications of lasers to materials processing, optical NDT display (including holography) and optical communication
•research and development in the field of laser safety including studies of hazards resulting from the applications of lasers (laser safety, hazards of laser fume)
•developments in optical computing and optical information processing
•developments in new optical materials
•developments in new optical characterization methods and techniques
•developments in quantum optics
•developments in light assisted micro and nanofabrication methods and techniques
•developments in nanophotonics and biophotonics
•developments in imaging processing and systems