A press-through package design similarity index with inpainting technique

Seitaro Suzuki, Masaomi Kimura

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Abstract

In order to prevent medical accidents related to drugs, not only developing safe drugs but also their proper use is important. In this paper, we proposed the method to measure look-alikeness between not only backside designs but also front side designs. Since the major difference between backside designs and front sides is the existence of tables or capsules, we applied image inpainting technique to convert the original PTP front side images to “tabletless” PTP sheet images. In order to employ inpainting technique, a neural network was used to obtain a mask image which masks tablet/capsule parts. To the resultant images, the similarity index calculation was applied as proposed in our previous study.

LanguageEnglish
Title of host publicationAdvances in Safety Management and Human Factors - Proceedings of the AHFE 2017 International Conference on Safety Management and Human Factors, 2017
PublisherSpringer Verlag
Pages524-531
Number of pages8
Volume604
ISBN (Print)9783319605241
DOIs
StatePublished - 2018
EventAHFE 2017 International Conference on Safety Management and Human Factors, 2017 - Los Angeles, United States
Duration: 2017 Jul 172017 Jul 21

Publication series

NameAdvances in Intelligent Systems and Computing
Volume604
ISSN (Print)2194-5357

Other

OtherAHFE 2017 International Conference on Safety Management and Human Factors, 2017
CountryUnited States
CityLos Angeles
Period17/7/1717/7/21

Fingerprint

Masks
Accidents
Neural networks

Keywords

  • Fourier transformation
  • Image processing
  • Medical safety
  • Similarity

ASJC Scopus subject areas

  • Control and Systems Engineering
  • Computer Science(all)

Cite this

Suzuki, S., & Kimura, M. (2018). A press-through package design similarity index with inpainting technique. In Advances in Safety Management and Human Factors - Proceedings of the AHFE 2017 International Conference on Safety Management and Human Factors, 2017 (Vol. 604, pp. 524-531). (Advances in Intelligent Systems and Computing; Vol. 604). Springer Verlag. DOI: 10.1007/978-3-319-60525-8_54

A press-through package design similarity index with inpainting technique. / Suzuki, Seitaro; Kimura, Masaomi.

Advances in Safety Management and Human Factors - Proceedings of the AHFE 2017 International Conference on Safety Management and Human Factors, 2017. Vol. 604 Springer Verlag, 2018. p. 524-531 (Advances in Intelligent Systems and Computing; Vol. 604).

Research output: Chapter in Book/Report/Conference proceedingConference contribution

Suzuki, S & Kimura, M 2018, A press-through package design similarity index with inpainting technique. in Advances in Safety Management and Human Factors - Proceedings of the AHFE 2017 International Conference on Safety Management and Human Factors, 2017. vol. 604, Advances in Intelligent Systems and Computing, vol. 604, Springer Verlag, pp. 524-531, AHFE 2017 International Conference on Safety Management and Human Factors, 2017, Los Angeles, United States, 17/7/17. DOI: 10.1007/978-3-319-60525-8_54
Suzuki S, Kimura M. A press-through package design similarity index with inpainting technique. In Advances in Safety Management and Human Factors - Proceedings of the AHFE 2017 International Conference on Safety Management and Human Factors, 2017. Vol. 604. Springer Verlag. 2018. p. 524-531. (Advances in Intelligent Systems and Computing). Available from, DOI: 10.1007/978-3-319-60525-8_54
Suzuki, Seitaro ; Kimura, Masaomi. / A press-through package design similarity index with inpainting technique. Advances in Safety Management and Human Factors - Proceedings of the AHFE 2017 International Conference on Safety Management and Human Factors, 2017. Vol. 604 Springer Verlag, 2018. pp. 524-531 (Advances in Intelligent Systems and Computing).
@inproceedings{5ac2db06900245eb82f94ecab2080aa9,
title = "A press-through package design similarity index with inpainting technique",
abstract = "In order to prevent medical accidents related to drugs, not only developing safe drugs but also their proper use is important. In this paper, we proposed the method to measure look-alikeness between not only backside designs but also front side designs. Since the major difference between backside designs and front sides is the existence of tables or capsules, we applied image inpainting technique to convert the original PTP front side images to “tabletless” PTP sheet images. In order to employ inpainting technique, a neural network was used to obtain a mask image which masks tablet/capsule parts. To the resultant images, the similarity index calculation was applied as proposed in our previous study.",
keywords = "Fourier transformation, Image processing, Medical safety, Similarity",
author = "Seitaro Suzuki and Masaomi Kimura",
year = "2018",
doi = "10.1007/978-3-319-60525-8_54",
language = "English",
isbn = "9783319605241",
volume = "604",
series = "Advances in Intelligent Systems and Computing",
publisher = "Springer Verlag",
pages = "524--531",
booktitle = "Advances in Safety Management and Human Factors - Proceedings of the AHFE 2017 International Conference on Safety Management and Human Factors, 2017",

}

TY - GEN

T1 - A press-through package design similarity index with inpainting technique

AU - Suzuki,Seitaro

AU - Kimura,Masaomi

PY - 2018

Y1 - 2018

N2 - In order to prevent medical accidents related to drugs, not only developing safe drugs but also their proper use is important. In this paper, we proposed the method to measure look-alikeness between not only backside designs but also front side designs. Since the major difference between backside designs and front sides is the existence of tables or capsules, we applied image inpainting technique to convert the original PTP front side images to “tabletless” PTP sheet images. In order to employ inpainting technique, a neural network was used to obtain a mask image which masks tablet/capsule parts. To the resultant images, the similarity index calculation was applied as proposed in our previous study.

AB - In order to prevent medical accidents related to drugs, not only developing safe drugs but also their proper use is important. In this paper, we proposed the method to measure look-alikeness between not only backside designs but also front side designs. Since the major difference between backside designs and front sides is the existence of tables or capsules, we applied image inpainting technique to convert the original PTP front side images to “tabletless” PTP sheet images. In order to employ inpainting technique, a neural network was used to obtain a mask image which masks tablet/capsule parts. To the resultant images, the similarity index calculation was applied as proposed in our previous study.

KW - Fourier transformation

KW - Image processing

KW - Medical safety

KW - Similarity

UR - http://www.scopus.com/inward/record.url?scp=85022211382&partnerID=8YFLogxK

UR - http://www.scopus.com/inward/citedby.url?scp=85022211382&partnerID=8YFLogxK

U2 - 10.1007/978-3-319-60525-8_54

DO - 10.1007/978-3-319-60525-8_54

M3 - Conference contribution

SN - 9783319605241

VL - 604

T3 - Advances in Intelligent Systems and Computing

SP - 524

EP - 531

BT - Advances in Safety Management and Human Factors - Proceedings of the AHFE 2017 International Conference on Safety Management and Human Factors, 2017

PB - Springer Verlag

ER -