Underwater Visual Signals Recognition Dataset (UVSRD)

This dataset comprises 33,800 images of underwater signals captured in aquatic environments. Each signal is presented against three types of backgrounds: pool, marine, and plain white. Additionally, the dataset includes three water tones: clear, blue, and green. A total of 12 different signals are included, each available in all six possible background-tone combinations.This dataset is ideal for image enhancement and restoration using computer vision or deep learning techniques. It can also be applied to the classification and segmentation of underwater signals in diverse aquatic settings.本数据集包含33800幅于水生环境中采集的水下信号图像。每幅水下信号图像均对应三种背景类型：泳池背景、海洋背景以及纯白背景。此外，数据集涵盖三种水体色调：清澈、蓝色与绿色。本数据集共包含12种不同的水下信号，每种信号均可覆盖全部6种背景-色调组合。本数据集非常适用于基于计算机视觉或深度学习技术的图像增强与复原任务，同时也可应用于多样化水生环境下水下信号的分类与分割任务。

搜集汇总

背景与挑战

背景概述

该数据集是一个水下视觉信号识别数据集（UVSRD），包含33,800张图像，覆盖12种不同信号，每种信号均在泳池、海洋和纯白三种背景以及清澈、蓝色和绿色三种水色调下捕获，提供了丰富的多样性组合。它专为计算机视觉和深度学习任务设计，适用于图像增强、恢复以及水下信号的分类和分割，特别适合处理不同水生环境中的视觉数据。