HMM machine learning and inference for Activities of Daily Living recognition

A tutorial on hidden Markov models and selected applications in speech recognition

L. R. Rabiner · Proceedings of the IEEE · 1989 · 22.6K citations

Engineering, Machine Learning, Hidden States +19

Error bounds for convolutional codes and an asymptotically optimum decoding algorithm

Andrew J. Viterbi · IEEE Transactions on Information Theory · 1967 · 6.7K citations

Engineering, Channel Capacity Estimation, Joint Source-channel Coding +14

A Maximization Technique Occurring in the Statistical Analysis of Probabilistic Functions of Markov Chains

Leonard E. Baum, Ted Petrie, George Soules · The Annals of Mathematical Statistics · 1970 · 4.3K citations · Full text

Mathematical Programming, Markov Chains, Engineering +10

Lecture Notes in Computer Science 1867

JF Baldwin, Trevor Martin, Aimilia Tzanavari · 2000 · 1.6K citations

Lecture Recording, Programming Language Theory, Computer Science 1867 +2

Fine-Grained Activity Recognition by Aggregating Abstract Object Usage

Donald J. Patterson, D. Fox, Henry Kautz et al. · 2005 · 450 citations

Engineering, Machine Learning, Fine-grained Activity Recognition +21