Search Results for author: Sneha Paul

Found 5 papers, 4 papers with code

Semantic Segmentation Using Transfer Learning on Fisheye Images

no code implementations International Conference on Machine Learning and Applications (ICMLA) 2023 Sneha Paul, Zachary Patterson, Nizar Bouguila

This can be attributed to the fact that the models are not designed to handle fisheye images, and the available fisheye datasets are not sufficiently large to effectively train complex models.

Image Segmentation Segmentation +2

DualMLP: a two-stream fusion model for 3D point cloud classification

1 code implementation The Visual Computer 2023 Sneha Paul, Zachary Patterson, Nizar Bouguila

The SparseNet, a relatively larger network, samples a small number of points from the complete point cloud, while the DenseNet, a lightweight network, takes in a larger number of points as input.

3D Point Cloud Classification Point Cloud Classification +1

CrossMoCo: Multi-modal Momentum Contrastive Learning for Point Cloud

1 code implementation 20th Conference on Robots and Vision (CRV) 2023 Sneha Paul, Zachary Patterson, Nizar Bouguila

In this study, we introduce a novel selfsupervised method called CrossMoCo, which learns the representations of unlabelled point cloud data in a multi-modal setup that also utilizes the 2D rendered images of the point clouds.

3D Object Classification 3D Point Cloud Linear Classification +4

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