A stereo video dataset of in vivo endoscopy from the Hamlyn Center Laparoscopic at Imperial College London. It provides rectified stereo images, calibration data, and ground truth depth maps generated using the Libelas stereo matching software. The dataset was uploaded by Recasens and last updated on 2024-09-25.
Use Cases
- Train stereo matching algorithms based on the provided rectified stereo image pairs.
- Develop depth estimation models for endoscopic surgery based on the ground truth depth maps.
- Calibrate surgical vision systems based on the included calibration data.
- Benchmark 3D reconstruction techniques in medical environments based on the stereo video data.
Strengths
- Includes ground truth depth maps generated with the established Libelas software.
- Provides rectified stereo image pairs, which are a prerequisite for many stereo vision tasks.
- Data originates from the authoritative Hamlyn Center Laparoscopic at Imperial College London.
Limitations
- Description metadata is limited; actual data quality requires manual inspection after download.
- Column-level documentation is absent; field semantics must be inferred after download.
- Row count and dataset scale are unknown, which may limit suitability assessment.
Provenance
- Source
- Hamlyn Center Laparoscopic at Imperial College London.
- Collection Method
- In vivo endoscopy stereo video, with ground truth created using Libelas stereo matching software.
- Time Range
- null
- Freshness
- Last updated 2024-09-25 14:29:24; freshness should be verified.
- Geography
- null