The Dataset Viewer has been disabled on this dataset.

PCB-Layout: Aligned PCB–Layout Pairs

Project Page · Online Demo · Paper · Code

Total Downloads

PCB-Layout dataset overview

PCB-Layout contains 668 pairs of PCB photographs and circuit layout images, with each pair manually aligned to establish spatial correspondence.

Preview

PCB 20_0_0 PCB 24_1_0 PCB 38_0_0 PCB 18_1_0 PCB 43_0_0 PCB 12_1_0
Layout 20_0_0 Layout 24_1_0 Layout 38_0_0 Layout 18_1_0 Layout 43_0_0 Layout 12_1_0
Overlay 20_0_0 Overlay 24_1_0 Overlay 38_0_0 Overlay 18_1_0 Overlay 43_0_0 Overlay 12_1_0

Rows: PCB · Layout · Animated overlay (PCB ↔ blend ↔ Layout)

Acquisition & Alignment

Capture setup: HIKROBOT industrial camera, zoom lens, and polarized light source

Capture: HIKROBOT MV-CU060-10UC · 3072 × 2048 · 10–50 mm zoom lens · polarized illumination.

Collection: 100 PCB surfaces, seven images per surface across dark, normal, and bright illumination; 668 pairs retained after filtering.

Alignment: Each pair was annotated with a homography and verified through manual inspection and reprojection error.

Dataset Structure

PCB-Layout/
├── PCB/                 # 668 PCB photographs
│   └── <sample_id>.png
└── Layout/              # 668 corresponding layouts
    └── <sample_id>.png

Paired images share the same filename and resolution. All images are RGB PNGs.

Citation

If you find this dataset helpful, please cite our paper:

@article{wang2026cdpm,
  title={Geometry-Aligned Semantic Matching for Cross-Modal Planar Registration},
  author={Wang, Zhiwei and He, Defeng and Li, Yuxing and Zhu, Meilu and Lam, Edmund Y.},
  journal={arXiv},
  year={2026}
}
Downloads last month
287

Paper for Warren-wzw/PCB-Layout