2022 IEEE/CVF Winter Conference on Applications of Computer Vision (WACV) 2022
DOI: 10.1109/wacv51458.2022.00311
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Pro-CCaps: Progressively Teaching Colourisation to Capsules

Abstract: Underwater images are fundamental for studying and understanding the status of marine life. We focus on reducing the memory space required for image storage while the memory space consumption in the collecting phase limits the time lasting of this phase leading to the need for more image collection campaigns. We present a novel machine-learning model that reconstructs the colours of underwater images from their luminescence channel, thus saving 2/3 of the available storage space. Our model specialises in under… Show more

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