Global template projection and matching method for training-free analysis of delayered IC images

Deruo Cheng; Yiqiong Shi; Tong Lin; Bah Hwee Gwee; Kar Ann Toh

doi:10.1109/ISCAS.2019.8702676

Global template projection and matching method for training-free analysis of delayered IC images

Deruo Cheng, Yiqiong Shi, Tong Lin, Bah Hwee Gwee, Kar Ann Toh

Department of Electrical and Electronic Engineering

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

9 Citations (Scopus)

Abstract

Pattern recognition algorithms have recently been pursued for automatic analysis of delayered IC images, i.e. the detection of circuit components. Wide experimentation on the existing training-based approaches are hampered by heavy data labeling, expensive model training, or long processing time. In this paper, we propose a global template projection and matching (GTPM) method that requires no training and a minimal amount of data labeling for circuit component detection. Our proposed GTPM method achieves a higher or comparable accuracy as the reported approaches while being more computationally efficient.

Original language	English
Title of host publication	2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings
Publisher	Institute of Electrical and Electronics Engineers Inc.
ISBN (Electronic)	9781728103976
DOIs	https://doi.org/10.1109/ISCAS.2019.8702676
Publication status	Published - 2019
Event	2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Sapporo, Japan Duration: 2019 May 26 → 2019 May 29

Publication series

Name	Proceedings - IEEE International Symposium on Circuits and Systems
Volume	2019-May
ISSN (Print)	0271-4310

Conference

Conference	2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019
Country/Territory	Japan
City	Sapporo
Period	19/5/26 → 19/5/29

Bibliographical note

Publisher Copyright:
© 2019 IEEE

All Science Journal Classification (ASJC) codes

Electrical and Electronic Engineering

Access to Document

10.1109/ISCAS.2019.8702676

Cite this

Cheng, D., Shi, Y., Lin, T., Gwee, B. H., & Toh, K. A. (2019). Global template projection and matching method for training-free analysis of delayered IC images. In 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings [8702676] (Proceedings - IEEE International Symposium on Circuits and Systems; Vol. 2019-May). Institute of Electrical and Electronics Engineers Inc.. https://doi.org/10.1109/ISCAS.2019.8702676

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title = "Global template projection and matching method for training-free analysis of delayered IC images",

abstract = "Pattern recognition algorithms have recently been pursued for automatic analysis of delayered IC images, i.e. the detection of circuit components. Wide experimentation on the existing training-based approaches are hampered by heavy data labeling, expensive model training, or long processing time. In this paper, we propose a global template projection and matching (GTPM) method that requires no training and a minimal amount of data labeling for circuit component detection. Our proposed GTPM method achieves a higher or comparable accuracy as the reported approaches while being more computationally efficient.",

author = "Deruo Cheng and Yiqiong Shi and Tong Lin and Gwee, {Bah Hwee} and Toh, {Kar Ann}",

note = "Publisher Copyright: {\textcopyright} 2019 IEEE; 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 ; Conference date: 26-05-2019 Through 29-05-2019",

year = "2019",

doi = "10.1109/ISCAS.2019.8702676",

language = "English",

series = "Proceedings - IEEE International Symposium on Circuits and Systems",

publisher = "Institute of Electrical and Electronics Engineers Inc.",

booktitle = "2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings",

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}

Cheng, D, Shi, Y, Lin, T, Gwee, BH & Toh, KA 2019, Global template projection and matching method for training-free analysis of delayered IC images. in 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings., 8702676, Proceedings - IEEE International Symposium on Circuits and Systems, vol. 2019-May, Institute of Electrical and Electronics Engineers Inc., 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019, Sapporo, Japan, 19/5/26. https://doi.org/10.1109/ISCAS.2019.8702676

Global template projection and matching method for training-free analysis of delayered IC images. / Cheng, Deruo; Shi, Yiqiong; Lin, Tong et al.
2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc., 2019. 8702676 (Proceedings - IEEE International Symposium on Circuits and Systems; Vol. 2019-May).

Research output: Chapter in Book/Report/Conference proceeding › Conference contribution

TY - GEN

T1 - Global template projection and matching method for training-free analysis of delayered IC images

AU - Cheng, Deruo

AU - Shi, Yiqiong

AU - Lin, Tong

AU - Gwee, Bah Hwee

AU - Toh, Kar Ann

PY - 2019

Y1 - 2019

N2 - Pattern recognition algorithms have recently been pursued for automatic analysis of delayered IC images, i.e. the detection of circuit components. Wide experimentation on the existing training-based approaches are hampered by heavy data labeling, expensive model training, or long processing time. In this paper, we propose a global template projection and matching (GTPM) method that requires no training and a minimal amount of data labeling for circuit component detection. Our proposed GTPM method achieves a higher or comparable accuracy as the reported approaches while being more computationally efficient.

AB - Pattern recognition algorithms have recently been pursued for automatic analysis of delayered IC images, i.e. the detection of circuit components. Wide experimentation on the existing training-based approaches are hampered by heavy data labeling, expensive model training, or long processing time. In this paper, we propose a global template projection and matching (GTPM) method that requires no training and a minimal amount of data labeling for circuit component detection. Our proposed GTPM method achieves a higher or comparable accuracy as the reported approaches while being more computationally efficient.

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DO - 10.1109/ISCAS.2019.8702676

M3 - Conference contribution

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T3 - Proceedings - IEEE International Symposium on Circuits and Systems

BT - 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings

PB - Institute of Electrical and Electronics Engineers Inc.

T2 - 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019

Y2 - 26 May 2019 through 29 May 2019

ER -

Cheng D, Shi Y, Lin T, Gwee BH, Toh KA. Global template projection and matching method for training-free analysis of delayered IC images. In 2019 IEEE International Symposium on Circuits and Systems, ISCAS 2019 - Proceedings. Institute of Electrical and Electronics Engineers Inc. 2019. 8702676. (Proceedings - IEEE International Symposium on Circuits and Systems). doi: 10.1109/ISCAS.2019.8702676

Global template projection and matching method for training-free analysis of delayered IC images

Abstract

Publication series

Conference

Bibliographical note

All Science Journal Classification (ASJC) codes

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