RVC3 ch. 12 · RVC2, RVC1 ch. 13
Data sets
- Berkeley segmentation data set
- ICDAR text recognition data set
- Comprehensive list of databases from Gonzalez & Woods
Region features
Line features
Scale space
- Scale space theory and applications (KTH)
- Introduction to Scale-Space Theory BM ter Haar Romeny, 1996 (PDF)
Point features
- Corner detection (wikipedia)
- David Lowe’s SIFT page SIFT
- SIFT features (wikipedia)
- SIFT code (vlfeat.org)
- The SIFT patent (US 6,711,293)
- SURF home page SURF
- SURF features (wikipedia)
- OpenSURF implementation in MATLAB (Dirk-Jan Kroon)
- OpenSURF (Chris Evans)
- GPU SURF (C++, Cuda)
- KLT implementation (Birchfield)
- FAST detector
Deep learning
Software
- Tesseract open-source optical character recognition