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CHANGELOG.txt
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CHANGELOG.txt
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- 2020.06.24
- Refactor distributed SfM and distributed matching in a consistent architecture.
- Distributed matching.
- Replaced vocabulary tree by deep learning model.
- Use `Image Graph`, `Similarity Graph`, `View Graph` to handle different distributed tasks.
- 2020.04.11
- Interface for extracting largest connected component in graph implementation.
- Merge largest connected component in SfMAligner.
- Command line helper for merging multiple local maps.
- Command line helper for segmenting large scale map into several sub-maps.
- 2020.04.10
- Select good tracks for final bundle adjustment.
- Image transfer from master to workers.
- Extract largest connected component for Structure-from-Motion.
- 2020.03.04
- Using sparse matrix in Lagrange rotation averaging estimator.
The efficiency for both row-by-row SDP solver and rank-deficient solver are highly improved.
Rank-deficient solver is the fastest among current existing rotation averaging solver. (the solver is not public now.)
- 2020.01.15
- Distributed implementation for Structure-from-Motion, which
only relies on `rpclib` for Remote Procedure Call(RPC). The distributed
implementation follows the Map-Reduce architecture.
- 2020.01.10
- Using Spectra for solving large scale eigenvalue problem in spectral
clustering. The efficiency is highly improved than original eigenvalue
solver in Eigen.
- 2019.11.26
- Normalized Cut for image clustering.
- Spectral Clustering for image clustering.
- Community detection for image clustering.
- Graph-based sub-reconstruction Merging algorithm.
- Fast view graph filtering algorithm.
- Rotation averaging algorithms: Nonlinear RA, Lagrange Dual RA.
- translation averaging algorithms: LUD (Not available currently).