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Project

SeaScan: An Energy-Efficient Underwater Camera for Wireless 3D Color Imaging

Signal Kinetics

Long-term and sustainable imaging of the underwater environments is crucial to marine sciences, sustainability, climatology, defense, robotics, geology, space exploration, and food security. SeaScan is the world's first energy-efficient underwater wireless 3D imaging system. It can capture color images with a few mJ of energy and operate on a coin cell battery for years. We show a  37x reduction in energy consumption compared to the lowest-energy state-of-the-art underwater imaging system. 

SeaScan's ability to image underwater environments at such low energy opens up important applications in long-term monitoring for ocean climate change, seafood production, and scientific discovery.

How does SeaScan work?

At the core of SeaScan's design is a trinocular lensing system, which employs three ultra-low-power monochromatic image sensors to reconstruct color images. Each sensor is equipped with a different filter (red, green, and blue) to capture colors. The design introduces multiple innovations to enable reconstructing 3D color images from the captured monochromatic ones. 1) A Machine Learning based cross-color alignment architecture to combine the monochromatic images. 2) A cross-refractive compensation technique that overcomes the distortion of the wide-angle imaging of the low-power CMOS sensors in underwater environments.

Figure a) shows the underwater imaging setup where our camera is capturing an image of a coral reef model in a water tank. Fig b) shows the trinocular lensing architecture of SeaScan which enables rich color imaging without using high-power color imaging sensors. Fig c) shows the processing pipeline for generating a 3D color point cloud.

Below we show the image captured by SeaScan and compare it with the baselines and a ground truth captured from a GoPro 9 Camera

SeaScan marks a new step towards low-power underwater imaging by introducing a highly energy-efficient underwater color imaging system. 

To know more SeaScan, check out our paper:

The research is funded by the Office of Naval Research and National Science Foundation.