clamli / catrpca

Implementation of RPCA&TRPCA in Python, improved it by incorporating corruption-aware mechanism.

# Corruption-aware TRPCA

• Presentation
• Report
• Video1 Video2

# Commands

python rpca.py "video name"    # RPCA
python trpca.py "video name"   # TRPCA
python catrpca.py "video name" # CATRPCA

# Results

# References

• Robust Principal Component Analysis?
• Tensor Robust Principal Component Analysis: Exact Recovery of Corrupted Low-Rank Tensors via Convex Optimization