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GoPro Inc underwater calibration results
The workflow of the proposed <t>calibration</t> method for a low-cost camera.
Underwater Calibration Results, supplied by GoPro Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/underwater calibration results/product/GoPro Inc
Average 90 stars, based on 1 article reviews
underwater calibration results - by Bioz Stars, 2026-04
90/100 stars

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1) Product Images from "A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment"

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

Journal: Sensors (Basel, Switzerland)

doi: 10.3390/s23042041

The workflow of the proposed calibration method for a low-cost camera.
Figure Legend Snippet: The workflow of the proposed calibration method for a low-cost camera.

Techniques Used:

The resampling method from the original calibration fixture image.
Figure Legend Snippet: The resampling method from the original calibration fixture image.

Techniques Used:

The 2D diffused reflective planar calibration board and circular targets.
Figure Legend Snippet: The 2D diffused reflective planar calibration board and circular targets.

Techniques Used:

Radial distortion profiles at different radial distances for Canon in the air calibrated using the conventional method and the proposed method at different calibrations.
Figure Legend Snippet: Radial distortion profiles at different radial distances for Canon in the air calibrated using the conventional method and the proposed method at different calibrations.

Techniques Used:

Decentering distortion profiles at different radial distances for Canon in the air calibrated using the conventional method and the proposed method at different calibrations.
Figure Legend Snippet: Decentering distortion profiles at different radial distances for Canon in the air calibrated using the conventional method and the proposed method at different calibrations.

Techniques Used:

In-plane distortions for Canon in the air calibrated using the conventional method and the proposed method at different calibrations: ( a ) the conventional method (the first calibration); ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.
Figure Legend Snippet: In-plane distortions for Canon in the air calibrated using the conventional method and the proposed method at different calibrations: ( a ) the conventional method (the first calibration); ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.

Techniques Used:

Radial distortion profiles at different radial distances for GoPro in the air calibrated using the conventional method and the proposed method at different calibrations.
Figure Legend Snippet: Radial distortion profiles at different radial distances for GoPro in the air calibrated using the conventional method and the proposed method at different calibrations.

Techniques Used:

Decentering distortion profiles at different radial distances for GoPro in the air calibrated using the conventional method and the proposed method at different calibrations.
Figure Legend Snippet: Decentering distortion profiles at different radial distances for GoPro in the air calibrated using the conventional method and the proposed method at different calibrations.

Techniques Used:

In-plane distortions at different calibrations for GoPro in the air: ( a ) the first calibration; ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.
Figure Legend Snippet: In-plane distortions at different calibrations for GoPro in the air: ( a ) the first calibration; ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.

Techniques Used:

The calibrated IO parameters of the two cameras with the conventional method and the proposed method in the air and underwater environment.
Figure Legend Snippet: The calibrated IO parameters of the two cameras with the conventional method and the proposed method in the air and underwater environment.

Techniques Used:

Radial distortion profiles at different radial distances for GoPro in the underwater environment (0.14 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.
Figure Legend Snippet: Radial distortion profiles at different radial distances for GoPro in the underwater environment (0.14 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.

Techniques Used:

Decentering distortion profiles at different radial distances for GoPro in the underwater environment (0.14 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.
Figure Legend Snippet: Decentering distortion profiles at different radial distances for GoPro in the underwater environment (0.14 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.

Techniques Used:

In-plane distortions at different calibrations for GoPro in the underwater environment (0.14 m away from the calibration board): ( a ) the first calibration; ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.
Figure Legend Snippet: In-plane distortions at different calibrations for GoPro in the underwater environment (0.14 m away from the calibration board): ( a ) the first calibration; ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.

Techniques Used:

Radial distortion profiles at different radial distances for GoPro in the underwater environment (0.5 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.
Figure Legend Snippet: Radial distortion profiles at different radial distances for GoPro in the underwater environment (0.5 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.

Techniques Used:

Decentering distortion profiles at different radial distances for GoPro in the underwater environment (0.5 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.
Figure Legend Snippet: Decentering distortion profiles at different radial distances for GoPro in the underwater environment (0.5 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.

Techniques Used:

In−plane distortions at different calibrations for GoPro in the underwater environment (0.5 m away from the calibration board): ( a ) the first calibration; ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.
Figure Legend Snippet: In−plane distortions at different calibrations for GoPro in the underwater environment (0.5 m away from the calibration board): ( a ) the first calibration; ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.

Techniques Used:

Measurement accuracy comparison between the conventional camera  calibration  method and the proposed camera  calibration  method.
Figure Legend Snippet: Measurement accuracy comparison between the conventional camera calibration method and the proposed camera calibration method.

Techniques Used: Comparison



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GoPro Inc underwater calibration results
The workflow of the proposed <t>calibration</t> method for a low-cost camera.
Underwater Calibration Results, supplied by GoPro Inc, used in various techniques. Bioz Stars score: 90/100, based on 1 PubMed citations. ZERO BIAS - scores, article reviews, protocol conditions and more
https://www.bioz.com/result/underwater calibration results/product/GoPro Inc
Average 90 stars, based on 1 article reviews
underwater calibration results - by Bioz Stars, 2026-04
90/100 stars
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The workflow of the proposed calibration method for a low-cost camera.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: The workflow of the proposed calibration method for a low-cost camera.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

The resampling method from the original calibration fixture image.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: The resampling method from the original calibration fixture image.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

The 2D diffused reflective planar calibration board and circular targets.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: The 2D diffused reflective planar calibration board and circular targets.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

Radial distortion profiles at different radial distances for Canon in the air calibrated using the conventional method and the proposed method at different calibrations.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: Radial distortion profiles at different radial distances for Canon in the air calibrated using the conventional method and the proposed method at different calibrations.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

Decentering distortion profiles at different radial distances for Canon in the air calibrated using the conventional method and the proposed method at different calibrations.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: Decentering distortion profiles at different radial distances for Canon in the air calibrated using the conventional method and the proposed method at different calibrations.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

In-plane distortions for Canon in the air calibrated using the conventional method and the proposed method at different calibrations: ( a ) the conventional method (the first calibration); ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: In-plane distortions for Canon in the air calibrated using the conventional method and the proposed method at different calibrations: ( a ) the conventional method (the first calibration); ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

Radial distortion profiles at different radial distances for GoPro in the air calibrated using the conventional method and the proposed method at different calibrations.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: Radial distortion profiles at different radial distances for GoPro in the air calibrated using the conventional method and the proposed method at different calibrations.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

Decentering distortion profiles at different radial distances for GoPro in the air calibrated using the conventional method and the proposed method at different calibrations.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: Decentering distortion profiles at different radial distances for GoPro in the air calibrated using the conventional method and the proposed method at different calibrations.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

In-plane distortions at different calibrations for GoPro in the air: ( a ) the first calibration; ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: In-plane distortions at different calibrations for GoPro in the air: ( a ) the first calibration; ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

The calibrated IO parameters of the two cameras with the conventional method and the proposed method in the air and underwater environment.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: The calibrated IO parameters of the two cameras with the conventional method and the proposed method in the air and underwater environment.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

Radial distortion profiles at different radial distances for GoPro in the underwater environment (0.14 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: Radial distortion profiles at different radial distances for GoPro in the underwater environment (0.14 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

Decentering distortion profiles at different radial distances for GoPro in the underwater environment (0.14 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: Decentering distortion profiles at different radial distances for GoPro in the underwater environment (0.14 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

In-plane distortions at different calibrations for GoPro in the underwater environment (0.14 m away from the calibration board): ( a ) the first calibration; ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: In-plane distortions at different calibrations for GoPro in the underwater environment (0.14 m away from the calibration board): ( a ) the first calibration; ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

Radial distortion profiles at different radial distances for GoPro in the underwater environment (0.5 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: Radial distortion profiles at different radial distances for GoPro in the underwater environment (0.5 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

Decentering distortion profiles at different radial distances for GoPro in the underwater environment (0.5 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: Decentering distortion profiles at different radial distances for GoPro in the underwater environment (0.5 m away from the calibration board) calibrated using the conventional method and the proposed method at different calibrations.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

In−plane distortions at different calibrations for GoPro in the underwater environment (0.5 m away from the calibration board): ( a ) the first calibration; ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: In−plane distortions at different calibrations for GoPro in the underwater environment (0.5 m away from the calibration board): ( a ) the first calibration; ( b ) the second calibration; ( c ) the third calibration; ( d ) the fourth calibration.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques:

Measurement accuracy comparison between the conventional camera  calibration  method and the proposed camera  calibration  method.

Journal: Sensors (Basel, Switzerland)

Article Title: A Combined Physical and Mathematical Calibration Method for Low-Cost Cameras in the Air and Underwater Environment

doi: 10.3390/s23042041

Figure Lengend Snippet: Measurement accuracy comparison between the conventional camera calibration method and the proposed camera calibration method.

Article Snippet: From the GoPro underwater calibration results ( , and , ), the calibrated maximum radial, decentering, and in-plane distortion are 0.11 mm, 0.002 mm, and 25 μm, respectively.

Techniques: Comparison