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Differentiable Euler Characteristic Transforms for Shape Classification
The Euler Characteristic Transform (ECT) is a powerful invariant, combining geometrical and topological characteristics of shapes and graphs. -
Animal dataset and MPEG-7 dataset
The dataset used in the paper is the Animal dataset, which consists of 20 different animal classes, 100 samples each, and the MPEG-7 dataset, which consists of 70 classes of... -
ModelNet10 and ModelNet40
The dataset used for point cloud classification and segmentation tasks. -
ModelNet40 dataset
The ModelNet40 dataset is a collection of 3D models, each with multiple views and annotations. -
ModelNet40
Point cloud registration is a crucial problem in computer vision and robotics. Existing methods either rely on matching local geometric features, which are sensitive to the pose...