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Feature extraction algorithms

Pattern Recognition, 1971
Abstract This paper describes methods for extracting pattern-synthesizing features. A set of patterns is expressed as a Boolean matrix, allowing the problem of feature extraction to be viewed as one of factoring this matrix. Feature extraction methods based on matrix factorization and pattern intersection are presented. Attribute inclusion is defined
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Feature Extraction

Machine Learning in Healthcare, 2022
Bikesh Kumar Singh, G. Sinha
semanticscholar   +1 more source

Modalities and Feature extraction

2019
In this chapter, the modalities that are relevant for affect recognition in the scope of this work are presented, together with pre-processing steps and feature choices. The discussed modalities are audio, video and a number of biophysiological channels namely electrocardiogram, electromyography and electrodermal activity.
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Trends in audio signal feature extraction methods

, 2020
Garima Sharma, K. Umapathy, S. Krishnan
semanticscholar   +1 more source

Feature extraction algorithms to improve the speech emotion recognition rate

International Journal of Speech Technology, 2020
Anusha Koduru, H. Valiveti, B. A. Kumar
semanticscholar   +1 more source

Feature Selection and Extraction

2010
Conventional classifiers do not have a mechanism to control class boundaries. Thus if the number of features, i.e., input variables, is large compared to the number of training data, class boundaries may not overlap.
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Self-Supervised Visual Feature Learning With Deep Neural Networks: A Survey

IEEE Transactions on Pattern Analysis and Machine Intelligence, 2021
Longlong Jing, Yingli Tian
exaly  

CNN based feature extraction and classification for sign language

Multimedia tools and applications, 2020
Abul Abbas Barbhuiya   +2 more
semanticscholar   +1 more source

Image Feature Extraction

1987
This chapter deals with the problem of extracting features from two-dimensional image data. Extraction of three-dimensional features from range data is described in Chap. 10.
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