Mercurial > hg > camir-aes2014
view toolboxes/FullBNT-1.0.7/bnt/inference/online/@smoother_engine/find_mpe.m @ 0:e9a9cd732c1e tip
first hg version after svn
author | wolffd |
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date | Tue, 10 Feb 2015 15:05:51 +0000 |
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function mpe = find_mpe(engine, ev) % FIND_MPE Find the most probable explanation (Viterbi) % mpe = enter_evidence(engine, evidence, ...) % % evidence{i,t} = [] if if X(i,t) is hidden, and otherwise contains its observed value (scalar or column vector) % mpe = cell(size(ev)); engine.tbn_engine = set_fields(engine.tbn_engine, 'maximize', 1); T = size(ev, 2); f = cell(1,T); b = cell(1,T); % b{t}.clpot{c} ll = zeros(1,T); [f{1}, ll(1)] = fwd1(engine.tbn_engine, ev(:,1), 1); for t=2:T [f{t}, ll(t)] = fwd(engine.tbn_engine, f{t-1}, ev(:,t), t); end if T==1 [b{1}, mpe(:,1)] = backT_mpe(engine.tbn_engine, f{1}, ev(:,1), 1); else [b{T}, mpe(:,T)] = backT_mpe(engine.tbn_engine, f{T}, ev(:,T-1:T), T); for t=T-1:-1:2 [b{t}, mpe(:,t)] = back_mpe(engine.tbn_engine, b{t+1}, f{t}, ev(:,t-1:t), t); end t = 1; [b{t}, mpe(:,t)] = back1_mpe(engine.tbn_engine, b{t+1}, f{t}, ev(:,1), t); end engine.b = b;