activity
20202026
most citedWhat Is The Best 3D Scene Representation for Robotics? From Geometric to Foundation Models

1 citations · 1 across the 5 of their papers we have counts for

collaborators

5 papers

cs.RO2026★ 1 cited

What Is The Best 3D Scene Representation for Robotics? From Geometric to Foundation Models

Tianchen Deng, Yue Pan, Shenghai Yuan +10

In this paper, we provide a comprehensive overview of existing scene representation methods for robotics, covering traditional representations such as point clouds, voxels, signed…

astro-ph.IM2026

Denoising the Deep Sky: Physics-Based CCD Noise Formation for Astronomical Imaging

Shuhong Liu, Xining Ge, Ziying Gu +7

Astronomical imaging remains noise-limited under practical observing conditions. Standard calibration pipelines remove structured artifacts but largely leave stochastic noise unres…

astro-ph.IM2025

DeepAP: Deep Learning-based Aperture Photometry Feasibility Assessment and Aperture Size Prediction

Zheng-Jun Du, Qing-Quan Li, Yi-Cheng Rui +6

Aperture photometry is a fundamental technique widely used to obtain high-precision light curves in optical survey projects like Tianyu. However, its effectiveness is limited in cr…

cs.CV2025

R3GS: Gaussian Splatting for Robust Reconstruction and Relocalization in Unconstrained Image Collections

Xu yan, Zhaohui Wang, Rong Wei +3

We propose R3GS, a robust reconstruction and relocalization framework tailored for unconstrained datasets. Our method uses a hybrid representation during training. Each anchor comb…

eess.IV2020

Accurate Measles Rash Detection via Vision Transformer Fine-Tuning

Harshana Rajakaruna, Dong Li, Anil Shanker +1

Measles, a highly contagious disease declared eliminated in the United States in 2000 after decades of successful vaccination campaigns, resurged in 2025, with 1,356 confirmed case…