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Data from: Solving the Robot-World Hand-Eye(s) Calibration Problem with Iterative Methods

Metadata Updated: December 2, 2025

These datasets were generated for calibrating robot-camera systems. In an extension, we also considered the problem of calibrating robots with more than one camera.

These datasets are provided as a companion to the paper "Solving the Robot-World Hand-Eye(s) Calibration Problem with Iterative Methods" by Amy Tabb and Khalil M. Ahmad Yousef.

Included are eight datasets in zipped files, numbered DS1.zip, DS2.zip, etc.

Explanations of the format of the datasets is provided in the README resource in the file "README_input_format.txt". Generally, each zipped folder consists of images and a text file of robot positions when those images were acquired.

Open source code can be found at: https://github.com/amy-tabb/RWHEC-Tabb-AhmadYousef

We also include the results of using our code on one of the datasets so that you can be sure that the code worked correctly. This folder is named DS1_write.zip and can be found in the resource titled "Output from running methods on Dataset 1".

Problems/Comments/Bugs should be addressed to amy.tabb@ars.usda.gov


Resources in this dataset:


  • Resource Title: README.

    File Name: README_input_format.txt.txt

    Resource Description: This file gives an in-depth description of the image and robot position datasets.


  • Resource Title: Dataset 1.

    File Name: DS1.zip


  • Resource Title: Dataset 2.

    File Name: DS2.zip


  • Resource Title: Dataset 3.

    File Name: DS3.zip


  • Resource Title: Dataset 4.

    File Name: DS4.zip


  • Resource Title: Dataset 5.

    File Name: DS5.zip


  • Resource Title: Dataset 6.

    File Name: DS6.zip


  • Resource Title: Dataset 7.

    File Name: DS7.zip


  • Resource Title: Dataset 8.

    File Name: DS8.zip


  • Resource Title: Output from running methods on Datatset 1.

    File Name: DS1_write.zip

Access & Use Information

Public: This dataset is intended for public access and use. License: us-pd

Downloads & Resources

Dates

Metadata Created Date March 30, 2024
Metadata Updated Date December 2, 2025

Metadata Source

Harvested from USDA JSON

Additional Metadata

Resource Type Dataset
Metadata Created Date March 30, 2024
Metadata Updated Date December 2, 2025
Publisher Agricultural Research Service
Maintainer
Identifier 10.15482/USDA.ADC/1340592
Data Last Modified 2025-11-21
Public Access Level public
Bureau Code 005:18
Metadata Context https://project-open-data.cio.gov/v1.1/schema/catalog.jsonld
Schema Version https://project-open-data.cio.gov/v1.1/schema
Catalog Describedby https://project-open-data.cio.gov/v1.1/schema/catalog.json
Harvest Object Id e8a854f4-9e36-4405-82af-35c5234dfca6
Harvest Source Id d3fafa34-0cb9-48f1-ab1d-5b5fdc783806
Harvest Source Title USDA JSON
License https://www.usa.gov/publicdomain/label/1.0/
Old Spatial {"type": "Point", "coordinates": -77.87, 39.35}
Program Code 005:040
Source Datajson Identifier True
Source Hash d9bc26a7102c58d3a3327fdcac015e136dd6d47708431f16ecedce21ac182715
Source Schema Version 1.1
Spatial {"type": "Point", "coordinates": -77.87, 39.35}
Temporal 2014-01-02/2015-11-30

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