INRIA Holidays Dataset

假期数据集是一组图像，主要包含一些作者的个人假期照片。其余的用于测试对各种攻击的鲁棒性：旋转、视点和光照变化、模糊等。数据集包括非常多的场景类型（自然、人造、水和火效果等）并且图像是高分辨率的。该数据集包含 500 个图像组，每个图像组代表一个不同的场景或对象。每组的第一张图像是查询图像，正确的检索结果是该组的其他图像。

The Vacation Dataset is a collection of images primarily consisting of the author's personal vacation photographs. The remaining portion of the dataset is utilized to evaluate robustness against various attacks, including rotation, viewpoint transformation, illumination variation, blurring, and so on. The dataset encompasses a wide variety of scene types, such as natural, man-made, water and fire effects, among others, and all images are high-resolution. It comprises 500 image groups, with each group representing a distinct scene or object. The first image in each group serves as the query image, while the other images within the same group constitute the correct retrieval results for this query.

搜集汇总

背景与挑战

背景概述

INRIA Holidays Dataset是一个用于图像检索的公开数据集，由法国国家信息与自动化研究所于2008年发布。该数据集包含500个图像组，每组代表一个不同的场景或对象，每组的第一张图像作为查询图像，其余为正确检索结果；图像主要为个人假期照片，涵盖自然、人造等多种场景，具有高分辨率，并用于测试对旋转、视点和光照变化等攻击的鲁棒性。