light-field-raindrop-dataset
收藏资源简介：
该数据集使用第一代Lytro相机收集，包含90张光场雨滴图像，覆盖不同的相机角度和场景。每张图像提供光场源文件、参考图像和由Lytro软件提供的参考深度图。数据集分为三个部分，分别涵盖了不同的收集环境和条件。
This dataset was collected using the first-generation Lytro camera, comprising 90 light field images of raindrops, covering various camera angles and scenes. Each image is provided with the light field source file, a reference image, and a reference depth map generated by the Lytro software. The dataset is divided into three parts, each encompassing different collection environments and conditions.
数据集概述
数据集名称
- 名称：Light field raindrop dataset
数据收集设备
- 设备：First generation Lytro camera
数据集内容
- 图像数量：90 light field raindrop images
- 图像特征：Covers different camera angles and scenes
- 附加文件：
- Light field source file
- Reference image
- Reference depth map
数据集分部
- Part 1 (前40张图像): Covers different situations evenly.
- Part 2 (后50张图像): Collected with the UTBM robocar, with recorded GPS information.
- Part 3 (额外部分): Includes light field images collected under rain, snow, and fog without a window in front of the camera.
数据集使用
- 解码工具：Light field toolbox (https://github.com/doda42/LFToolbox)
数据集下载链接
- Lytro camera白图像：https://drive.google.com/open?id=1qawMlA9HXgS1rpyre60szcjY6SgEt5ct
- Part 1：https://drive.google.com/open?id=1713MB_a7YkbmDgLQ0jw8sQBG5SmZYlkn
- Part 2：https://drive.google.com/open?id=1-HZKDogCwTOXa7ZaMJ8KVG3cH_ohaFrp
- Part 3：https://drive.google.com/file/d/1K5_N3ZIP2QWPAKOzVOqN0hTi07ydA-gq/view?usp=sharing
引用信息
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文献：Tao Yang, Xiaofei Chang, Hang Su, Nathan Crombez, Yassine Ruichek, Tomas Krajnik, and Zhi Yan. "Raindrop Removal with Light Field Image Using Image Inpainting". IEEE Access, 2020, published by IEEE.
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引用格式：
@article{taoy2020, author = {Tao Yang, Xiaofei Chang, Hang Su, Nathan Crombez, Yassine Ruichek, Tomas Krajnik, and Zhi Yan}, title = {Raindrop Removal with Light Field Image Using Image Inpainting}, journal = {IEEE Access}, year = 2020, publisher = {IEEE} }
