Zhang´s flexible technique for the calculation of intrinsic and extrinsic parameters in the adjustment of diets in crops of Oreochromis Sp

Authors

  • Edgar Matallana
  • Ever Martínez Romero

DOI:

https://doi.org/10.25044/25392190.909

Keywords:

camera calibration, computer vision, Matlab toolbox.

Abstract

The calculation of the intrinsic and extrinsic parameters of digital cameras used in the cultures of Tilapias, facilitate the calibration of the cameras to obtain the real biometric measurements of the fish. The mathematical model allows to relate the measurements in pixels of the optical sensor of the cameras with the biometric measurements of the tilapia. To find the size of the red tilapia by means of recognition of digital images, the internal characteristics were determined, corresponding to the geometry and optics of the camera (intrinsic parameters). Likewise, the external characteristics of the camera were determined, corresponding to the reference position with respect to the aquarium or pond (extrinsic parameters). The objective was to find a mathematical model that would allow obtaining the biometric information of the tilapia from the digital images obtained by the camera. For this case, Zhang's calibration method was applied, using images of a plane with specific patterns, captured by the camera in different positions and orientations. With the parameters found, a mathematical model was developed to relate the real biometric measurements of the tilapia with the digitized images of the tilapia.

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References

Cyganek, B., & Siebert, J. P. (2011). An introduction to 3D computer vision techniques and algorithms. John Wiley & Sons.

Gardel, V. A. (2004). Calibración de cámaras con objetivos de distancia focal fija.

Torres, F., Gil, P., Puente, S. T., & Aracil, R. (2002). Robots y sistemas sensoriales. Pearson Educación.

Tsai, R. (1987). A versatile camera calibration technique for high -accuracy 3D machine vision metrology using off-the-shelf TV cameras and lenses. IEEE Journal on Robotics and Automation, 3(4), 323-344.

Vega Perez, J. M. (2008). Reconstrucción de escenas en 3D.

Zhang, Z. (2000). A flexible new technique for camera calibration. IEEE Transactions on pattern analysis and machine intelligence, 22(11), 1330-1334.

Published

2017-12-30

How to Cite

Matallana, E., & Martínez Romero, E. (2017). Zhang´s flexible technique for the calculation of intrinsic and extrinsic parameters in the adjustment of diets in crops of Oreochromis Sp. Teknos Revista científica, 17(2), 22–30. https://doi.org/10.25044/25392190.909
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