Complexity 20 Expectation Updation: Time complexity O(NL) Preserves the complexity of original filter based method
PascalVOC-10 dataset 21 Inclusion of PN potts term: AlgorithmTime (s)OverallAv. RecallAv. I/U AHCRF+Cooc3681.4338.0130.09 Dense CRF0.6771.6334.5328.4 Dense + PN Potts 4.3579.8740.7130.18 Slight improvement in I/U score compared to more complex model which includes Pn Potts + cooccurrence terms Almost 8-9 times faster than the alpha-expansion based method
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