IEEE

Open-Vocabulary 3D Segmentation with 3D-Aware Mask Alignment and Identity Expansion

Abstract: Open-Vocabulary 3D segmentation assigns semantic labels to 3D scenes from free-form text prompts. Many approaches fuse multi-view 2D embeddings into a 3D representation, but performance ...
GitHub

iremmozturkk/3D-Lung-Lesion-Segmentation

The aim of this project is to process 3D CT scans and generate segmentation masks for lesion regions using a 3D U-Net based architecture.
GitHub

Multi-platform point cloud analysis — registration, segmentation, surface reconstruction, and feature extraction for aerial, terrestrial, and UAV LiDAR.

Point cloud tooling in Python is fragmented. laspy reads files. Open3D visualizes them. PDAL pipelines transform them. But nothing treats acquisition platform as a first-class concept — and platform ...
IEEE

Transferable Adversarial Attacks on 3D Point Cloud Semantic Segmentation via Diffusion Models in Autonomous Driving

Abstract: With the rapid advancement of LiDAR-based 3D semantic segmentation, it has provided effective support for comprehensive perception in autonomous driving. However, the vulnerabilities of ...
SecurityWeek

ForceMemo: Python Repositories Compromised in GlassWorm Aftermath

Hundreds of GitHub accounts were accessed using credentials stolen in the VS Code GlassWorm campaign. Threat actors have been abusing credentials stolen in the VS Code GlassWorm campaign to hack ...