Abstract: Deploying LiDAR-based detectors on edge devices presents significant challenges due to limited computing power and memory. Post-training quantization (PTQ) requires only a small dataset for ...
Abstract: Despite the substantial advancements demonstrated by learning-based neural models in the LiDAR Point Cloud Compression (LPCC) task, realizing real-time compression—an indispensable criterion ...
This repository contains sample 3D point cloud files in various "archive-friendly" formats and subversions, designed for testing with digital preservation tools developed within the NFDI4Culture ...
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