# Program for automatic numerical conversion of a line graph (line plot)

https://mdr.nims.go.jp/datasets/6c5dabcb-ae16-4c15-9054-c3240c184b32

## File

- [source_codes_data.zip](https://mdr.nims.go.jp/filesets/c293efbf-97e6-4e10-ab66-f7df4be090dd/download) ([Detail](https://mdr.nims.go.jp/filesets/c293efbf-97e6-4e10-ab66-f7df4be090dd.md))
- [Manuals.zip](https://mdr.nims.go.jp/filesets/5f132610-c70b-4cbe-bcb7-15754fc2f947/download) ([Detail](https://mdr.nims.go.jp/filesets/5f132610-c70b-4cbe-bcb7-15754fc2f947.md))
- [ReadMe.txt](https://mdr.nims.go.jp/filesets/f06b06e3-0fe1-4e24-9f82-fedb72999b0c/download) ([Detail](https://mdr.nims.go.jp/filesets/f06b06e3-0fe1-4e24-9f82-fedb72999b0c.md))
- [Thumbnail.pdf](https://mdr.nims.go.jp/filesets/71f668a8-bfe0-44b2-9aa2-d1557477b799/download) ([Detail](https://mdr.nims.go.jp/filesets/71f668a8-bfe0-44b2-9aa2-d1557477b799.md))
- [paper.zip](https://mdr.nims.go.jp/filesets/03823fdf-3bdc-45d6-96b8-6121ccbd3b4e/download) ([Detail](https://mdr.nims.go.jp/filesets/03823fdf-3bdc-45d6-96b8-6121ccbd3b4e.md))
- [learned_model.zip](https://mdr.nims.go.jp/filesets/8cc75be9-7baf-4ca5-8e65-e57a5b044ed8/download) ([Detail](https://mdr.nims.go.jp/filesets/8cc75be9-7baf-4ca5-8e65-e57a5b044ed8.md))
- [MDR_source_codes_data_rev1.zip](https://mdr.nims.go.jp/filesets/30417631-9792-40af-8977-f98fb2a61606/download) ([Detail](https://mdr.nims.go.jp/filesets/30417631-9792-40af-8977-f98fb2a61606.md))
- [Readme_rev1.txt](https://mdr.nims.go.jp/filesets/776662c1-bdcc-4c39-97cf-78c10cb28ebe/download) ([Detail](https://mdr.nims.go.jp/filesets/776662c1-bdcc-4c39-97cf-78c10cb28ebe.md))

## Id

6c5dabcb-ae16-4c15-9054-c3240c184b32

## Local identifier



## Visibility

open_to_public

## State

published

## Created at

2021-08-05T16:24:09.165604Z

## Updated at

2024-01-05T13:12:23.061893Z

## Published at

2023-02-06T02:31:32.890507Z

## Doi

https://doi.org/10.48505/nims.1445

## First published url

https://doi.org/10.2477/jccj.2020-0002

## Date published

2020-10-26

## Recorded date published

2020

## Resource type

journal_article

## Manuscript type

na

## Collection



## Title

- title: Program for automatic numerical conversion of a line graph (line plot)
  title_type: original
  lang: en

## Description

- description: A program for fully automatic conversion of line plots in scientific
    papers into numerical data has been developed. By the conversion of image data
    into numerical data, users can treat so-called ‘spectra’ such as X-ray photoelectron
    spectra and optical absorption spectra in their purpose, plotting them in different
    ways such as inverse of wave number, subtracting them from users’ data, and so
    forth. This article reports details of the program consisting of many parts, with
    several deep-learning models with different functions, elimination of literal
    characters, color separation, and so forth. Most deep-learning models achieve
    accuracy higher than 95%. Its usability is demonstrated with some examples.
  description_type: abstract
  lang: en

## Creator

- name: YOSHITAKE, Michiko
  role: author
  orcid: https://orcid.org/0000-0002-0973-5666
- name: KONO, Takashi
  role: author
- name: KADOHIRA, Takuya
  role: author
  orcid: https://orcid.org/0000-0003-0569-1309

## Contact agent



## Publisher

organization: Society of Computer Chemistry, Japan

## Managing organization



## Keyword

- subject: Image data
  schema: not_defined
- subject: Numerical data
  schema: not_defined
- subject: Automatic conversion
  schema: not_defined
- subject: Plot with multiple line
  schema: not_defined
- subject: Deep learning
  schema: not_defined

## Rights

- description: In Copyright
  identifier: http://rightsstatements.org/vocab/InC/1.0/

## Other identifier(s)



## Data origin

- data_origin_type: other

## Embargo



## Journal

- title: Journal of Computer Chemistry, Japan
  issn: '13473824'
  volume: '19'
  issue: '2'
  start_page: 25
  end_page: 35

## Conference



## Related item



## Funding



## Instrument



## Instrument operator



## Instrument managing organization



## Measurement method



## Specimen



## Chemical composition



## Structure for specimen



## Structural feature for specimen



## Specific property for specimen



## Process for specimen treatment



## Computational method



## Energy level/transition state



## Software



## Custom property



## Fileset

- id: c293efbf-97e6-4e10-ab66-f7df4be090dd
  filename: source_codes_data.zip
  content_type: application/zip
  size: 80670
  md5: c01f976c5cff1e4a598d48d5c00ceafc
- id: 5f132610-c70b-4cbe-bcb7-15754fc2f947
  filename: Manuals.zip
  content_type: application/zip
  size: 6265027
  md5: 0f5002eb5ef71e911983aae1efac9538
- id: f06b06e3-0fe1-4e24-9f82-fedb72999b0c
  filename: ReadMe.txt
  content_type: text/plain
  size: 1065
  md5: 2800102a5b7f7d130b91bda20dfe0c69
- id: 71f668a8-bfe0-44b2-9aa2-d1557477b799
  filename: Thumbnail.pdf
  content_type: application/pdf
  size: 268181
  md5: f88a471b451dd6ed36e1e4a8221792ad
- id: '03823fdf-3bdc-45d6-96b8-6121ccbd3b4e'
  filename: paper.zip
  content_type: application/zip
  size: 10605644
  md5: ae35cd68eee7596b7573b7b04c2a1328
- id: 8cc75be9-7baf-4ca5-8e65-e57a5b044ed8
  filename: learned_model.zip
  content_type: application/zip
  size: 430455284
  md5: 2f5363688d83bd7fc671da294fcd25df
- id: 30417631-9792-40af-8977-f98fb2a61606
  filename: MDR_source_codes_data_rev1.zip
  content_type: application/zip
  size: 534805434
  md5: 8e64aa9aad03788f378ece6761c63fae
- id: 776662c1-bdcc-4c39-97cf-78c10cb28ebe
  filename: Readme_rev1.txt
  content_type: text/plain
  size: 1538
  md5: 62416bcae7b90253caec043db3f97a01

## Thumbnail

fileset_id: 71f668a8-bfe0-44b2-9aa2-d1557477b799
filename: Thumbnail.pdf