Image Labeling based on Conditional Random Fields

• Learning Multiscale Random Fields (mCRF) for Image Labeling 

  • Pixel level labeling with object classes

  • Multiscale Conditional Random Fields

  • Efficient label pattern/feature representation

Data set used in our experiment in matlab data file format:

• Data set A
• Data set B

• Mixture of Conditional Random Field Model (MoCRF)

  • Combining bottom-up cues and top-down information

  • Divide and Conquer

• Model Architecture