AI Chat Paper
Note: Please note that the following content is generated by AMiner AI. SciOpen does not take any responsibility related to this content.
{{lang === 'zh_CN' ? '文章概述' : 'Summary'}}
{{lang === 'en_US' ? '中' : 'Eng'}}
Chat more with AI
PDF (5.7 MB)
Collect
Submit Manuscript AI Chat Paper
Show Outline
Outline
Show full outline
Hide outline
Outline
Show full outline
Hide outline
Original Article | Open Access

Three-Dimensional Topography of Wafer Bumps Based on Microscopic Fringe Projection Profilometry

Sen Wang1Bin Liu1,2 ( )Haoxuan Zhu2Zhenzhen Feng2Guanhao Wu2( )
Tianjin Key Laboratory for Control Theory & Applications in Complicated Systems, School of Electrical Engineering and Automation, Tianjin University of Technology, Tianjin 300384, China
State Key Laboratory of Precision Measurement Technology and Instruments, Department of Precision Instruments, Tsinghua University, Beijing 100084, China
Show Author Information

Highlights

• A multi-exposure method based on intensity modulation threshold segmentation is proposed to enable micron-level 3D measurement of highly reflective bump surfaces.

• An automatic K-means clustering algorithm is proposed for the robust segmentation and calculation of bump height and coplanarity.

• A telecentric MFPP system is established and calibrated with submicron reprojection error.

Abstract

Bumps are important structures for electrical interconnection and structural support between die-to-die and die-to-wafer interfaces in advanced packaging. Their height and coplanarity affect electrical performance and heat dissipation. In this study, a microscopic fringe projection profilometry (MFPP) measurement system is built and calibrated with high precision. Then, the proposed multi-exposure method based on intensity modulation threshold segmentation is compared with two existing methods. Highly reflective areas at bump tops are effectively measured, thereby facilitating three-dimensional bump data measurement. Thereafter, an automatic method of calculating the bump height and planarity based on K-means clustering segmentation is proposed. Experiments are conducted to verify the measurement accuracy of the system. The calculated bump heights in this paper are compared with those measured using a white-light interferometer. The results demonstrate that the proposed method achieves micron-level topography measurement of highly reflective bumps.

References

【1】
【1】
 
 
Nanomanufacturing and Metrology
Article number: 20

{{item.num}}

Comments on this article

Go to comment

< Back to all reports

Review Status: {{reviewData.commendedNum}} Commended , {{reviewData.revisionRequiredNum}} Revision Required , {{reviewData.notCommendedNum}} Not Commended Under Peer Review

Review Comment

Close
Close
Cite this article:
Wang S, Liu B, Zhu H, et al. Three-Dimensional Topography of Wafer Bumps Based on Microscopic Fringe Projection Profilometry. Nanomanufacturing and Metrology, 2026, 9(2): 20. https://doi.org/10.1007/s41871-026-00303-1

2

Views

0

Downloads

0

Crossref

0

Web of Science

0

Scopus

Received: 25 December 2025
Revised: 29 April 2026
Accepted: 01 May 2026
Published: 09 June 2026
© The Author(s) 2026

This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use, sharing, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if you modified the licensed material. You do not have permission under this licence to share adapted material derived from this article or parts of it. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by-nc-nd/4.0/.