Useful Links

Image Data

• CMU/VASC : stereo data
• Data by the Oxford group: buildings and many others
• Middlebury benchmarks for stereo, motion, segmentation, etc.
• Motion sequences by the Karlsruhe group
• Motion: MPEG suite
• Berkeley image database

Data for Natural Language Translation

• Canadian Hansards (ISI release)
• European Parliament Debates
  Gold alignments:
  • Combinations of Portuguese, French, Spanish and English: by João Graça
  • Spanish-English: by Patrik Lambert
  • German-English: my own
• Machine-readable Dictionaries:
  • Internet Dictionary Project
  • Dicts.info

Software

Linear and Integer Linear Programming Solvers

• by the Coin-OR project: Clp and Cbc
• SCIP: solving constrained integer programs

• Gurobi
• FICO Xpress
• IBM ILOG CPLEX

Discrete Optimization

• Optimized for Computer Vision: pages of Vladimir Kolmogorov
• Higher Order Clique Reduction by Hiroshi Ishikawa

Natural Language Translation

• Training/Word Alignment: GIZA++
• Phrase-based Decoder: MOSES