3 papers
cs.CV2026
GeoQuery: Geometry-Query Diffusion for Sparse-View Reconstruction
Xiao Cao, Yuze Li, Youmin Zhang +4
3D Gaussian Splatting (3DGS) has emerged as a prominent paradigm for 3D reconstruction and novel view synthesis. However, it remains vulnerable to severe artifacts when trained und…
cs.CV2025
JOCA: Task-Driven Joint Optimisation of Camera Hardware and Adaptive Camera Control Algorithms
Chengyang Yan, Mitch Bryson, Donald G. Dansereau
The quality of captured images strongly influences the performance of downstream perception tasks. Recent works on co-designing camera systems with perception tasks have shown impr…
cs.CV2024
TaCOS: Task-Specific Camera Optimization with Simulation
Chengyang Yan, Donald G. Dansereau
The performance of perception tasks is heavily influenced by imaging systems. However, designing cameras with high task performance is costly, requiring extensive camera knowledge…