Multi-view Stereo (MVS), Depth Estimation, Normal Estimation
Table Of Contents
I. Introduction 1
II. Related Work 3
III. Proposed method 4
3.1 Initial Depth and Normal Estimation 4
3.2 Cost Volume Warping & Fusion 6
3.3 Geometric Consistency-based Refinement 7
IV. Experiments 9
4.1 Evaluation on Depth Estimation 12
4.2 Evaluation on Normal Estimation 14
V. Ablation Study 15
5.1 Ablation Study on Consistency Map Representation Method 15
5.2 Ablation Study on Multi-view Matching 16
5.3 Ablation Study on Multi-directional Plane Sweep Algorithm 16
5.4 Ablation Study on Novel View Synthesis Application 18
VI. Conclusion 24
VII. References 25
VIII. 요약문 29