Applications of PCA and RPCA

Applications of Regular PCA (77 papers)

1. Historical Applications (11 papers)

1.1 Applications in Geography (4 papers)

• Geography (4 papers)

1.2 Applications in Industrial Process (6 papers)

• Chemometrics (4 papers)
• Electricity (2 papers)

1.3 Applications in Financial Engineering (1 paper)

• Financial Risk Factor (1 paper)

2. Modern Applications (66 papers)

2.1 Applications in Signal Processing [1D] (9 papers)

2.1.1 Signal Recovery (1 paper)

• Signal Recovery (1 paper)

2.1.2 Audio Signal Processing (1 paper)

• Acoustiscs (1 paper)

2.1.3 Anomaly Detection (2 papers)

• Computer Network (2 papers)

2.1.4 Direction-of-Arrival Tracking (4 papers)

• Direction-of-Arrival Tracking (4 papers)

2.2 Applications in Image Processing [2D] (14 papers)

• Image Compression (1 paper)
• Face Recognition (13 papers) [Eigenfaces]

2.3 Applications in Video Processing [3D] (43 papers)

• Background/Foreground Separation (42 papers) [Eigenbackgrounds]
• Motion Detection (1 paper)

Applications of RPCA via L+S Decomposition (219 papers)

Please see DLAM website in the section "Applications" [DLAM Website].