CMLA Subpixel Stereo Dataset

by No License

CMLA Subpixel Stereo Dataset

A 66 stereo pairs dataset with their subpixel ground truths.The construction and improvement of algorithms for subpixel stereovision requires very precise test databases. The state of the art on the sets of images used extensively by the scientific community shows that they are often incomplete and imprecise compared to the set objectives. We will present a method based on image synthesis to produce stereoscopic pairs to which are associated ground truths such as disparity and occlusion maps reaching an accuracy of about 1e-6. The a priori noise estimate is also taken into account.Paper references :The Production of Ground Truths for Evaluating Highly Accurate Stereovision AlgorithmsNOTE : The dataset is available at the bottom of the article webpage.

Dataset Attributes

Label SVG
CategoriesStereo, Stereo, Vision, Subpixel, Groundtruth, 3D, Pointcloud, Noise, Depth