Efficient linear programming for dense CRFs

The fully connected conditional random field (CRF) with Gaussian pairwise potentials has proven popular and effective for multi-class semantic segmentation. While the energy of a dense CRF can be minimized accurately using a linear programming (LP) relaxation, the state-of-the-art algorithm is too s...

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Bibliographic Details
Main Authors: Mudigonda, P, Ajanthan, T, Desmaison, A, Bunel, R, Salzmann, M, Torr, P
Format: Conference item
Published: Institute of Electrical and Electronics Engineers 2017