Two new research papers explore advancements in fringe projection profilometry, a technique used for 3D surface measurement. The first paper, "Diagnosing and Repairing Shape-Prior Shortcuts in Long-Range Single-Shot Fringe Projection Profilometry," introduces PhiCalNet, an architecture that significantly improves accuracy in long-range measurements by addressing shape-prior shortcuts. The second paper, "Contact-Based Fringe Projection Profilometry for High-Resolution 3-D Surface Measurement of Reflective and Transparent Objects," presents a contact-based method that enhances depth precision for complex surfaces, offering an improvement over existing GelSight sensors. AI
RANK_REASON Two academic papers published on arXiv detailing new methods and architectures for fringe projection profilometry.
- alphaXiv
- arXiv
- CatalyzeX
- Conformal Uncertainty Quantification
- Connected Papers
- cs.CV
- cs.LG
- DagsHub
- Digital Fringe Projection
- GelSight
- GelSight Mini
- Gotit.pub
- Grad-CAM++
- Hugging Face
- Litmaps
- mechanistic interpretability
- PhiCalNet
- ScienceCast
- scite Smart Citations
- U-Net
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