Concepedia

A new hybrid model of convolutional neural networks and hidden Markov chains for image classification

Soumia Goumiri, Dalila Benboudjema, Wojciech Pieczynski

Neural Computing and Applications · 2023 · 28 citations · 57 references

Open access

Concepts

ComputingComputer ScienceComputer VisionMachine LearningMachine VisionDeep LearningHidden Markov ModelsImage ClassificationNeural NetworksPattern RecognitionRepresentation LearningConvolutional Neural NetworksDeep Learning-based ClassificationHidden Markov Model Training

References

57

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

L. R. Rabiner · Proceedings of the IEEE · 1989 · 22.8K citations

Computing, Computer Science, Machine Learning +11

An introduction to hidden Markov models

L. R. Rabiner, Biing‐Hwang Juang · IEEE ASSP Magazine · 1986 · 4.8K citations

Computing, Computer Science, Computational Linguistics +10

The Problem of Overfitting

Douglas M. Hawkins · Journal of Chemical Information and Computer Sciences · 2003 · 2.4K citations

Natural Sciences, Chemistry, Chemical Kinetics +5

Predicting residential energy consumption using CNN-LSTM neural networks

Tae Young Kim, Sung-Bae Cho · Energy · 2019 · 1.4K citations

Architecture, Building Science, Energy Management +12

Speech emotion recognition using deep 1D & 2D CNN LSTM networks

Jianfeng Zhao, Xia Mao, Lijiang Chen · Biomedical Signal Processing and Control · 2018 · 1K citations

Computing, Neuroscience, Affective Neuroscience +9