Sangam: A Confluence of Knowledge Streams

A new technique for robot vision in autonomous underwater vehicles using the color shift in underwater imaging

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dc.contributor Cristi, Roberto
dc.contributor Yun, Xiaoping
dc.contributor Electrical and Computer Engineering (ECE)
dc.creator Jones, Jake A.
dc.date Jun-17
dc.date 2017-08-14T16:48:50Z
dc.date 2017-08-14T16:48:50Z
dc.date 2017-06
dc.date.accessioned 2022-05-19T07:29:36Z
dc.date.available 2022-05-19T07:29:36Z
dc.identifier http://hdl.handle.net/10945/55631
dc.identifier.uri http://localhost:8080/xmlui/handle/CUHPOERS/99994
dc.description Developing a technique for underwater robot vision is a key factor in establishing autonomy in underwater vehicles. A new technique is developed and demonstrated to depict an underwater scene in three dimensions (3D) for use in underwater robot vision. This technique uses passive lighting and the optical properties of water to approximate distances between objects in a scene. Beer's Law is used to describe the change in intensity that light at different wavelengths experiences as it travels through water. If the intensities can be measured, then Beer's Law provides sufficient information to estimate the unknown distance. Applying the equation pixel by pixel to compare two images produces distances from the camera to everything in the image. A shift in color caused by the uneven absorption by each wavelength is similar to comparing the intensities. The color shift produces a relative distance between objects in the scene rather than distances from the camera to the objects. This relative distance may be combined with other techniques to determine the distances from each pixel to the camera.
dc.description http://archive.org/details/anewtechniquefor1094555631
dc.description Lieutenant Commander, United States Navy
dc.description Approved for public release; distribution is unlimited.
dc.format application/pdf
dc.publisher Monterey, California: Naval Postgraduate School
dc.rights This publication is a work of the U.S. Government as defined in Title 17, United States Code, Section 101. Copyright protection is not available for this work in the United States.
dc.subject unmanned undersea vehicles (UUVs)
dc.subject autonomous underwater vehicles (AUVs)
dc.subject robot vision
dc.subject autonomy
dc.subject visual odometry
dc.subject underwater color shift
dc.subject optical properties of water
dc.title A new technique for robot vision in autonomous underwater vehicles using the color shift in underwater imaging
dc.type Thesis


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