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cs.CV2026
SalientGS: Unified SfM-to-3DGS with Importance-Guided MCMC Gaussian Allocation
Tianyu Xiong, Rui Li, Suning Ge +1
Reconstructing 3D scenes from unordered images remains bottlenecked by expensive Structure-from-Motion (SfM) preprocessing and frozen pose interfaces. We present SalientGS, a unifi…
cs.CV2026
GloSplat: Joint Pose-Appearance Optimization for Faster and More Accurate 3D Reconstruction
Tianyu Xiong, Rui Li, Linjie Li +1
Feature extraction, matching, structure from motion (SfM), and novel view synthesis (NVS) have traditionally been treated as separate problems with independent optimization objecti…
cs.CV2025
DiffPose-Animal: A Language-Conditioned Diffusion Framework for Animal Pose Estimation
Tianyu Xiong, Dayi Tan, Wei Tian
Animal pose estimation is a fundamental task in computer vision, with growing importance in ecological monitoring, behavioral analysis, and intelligent livestock management. Compar…