An inverse problem approach to pattern recognition in industry
Many works have shown strong connections between learning and regularization techniques for ill-posed inverse problems. A careful analysis shows that a rigorous connection between learning and regularization for inverse problem is not straightforward. In this study, pattern recognition will be viewe...
Main Author: | Ali Sever |
---|---|
Format: | Article |
Language: | English |
Published: |
Emerald Publishing
2015-01-01
|
Series: | Applied Computing and Informatics |
Subjects: | |
Online Access: | http://www.sciencedirect.com/science/article/pii/S2210832714000064 |
Similar Items
-
Image Recognition and Reconstruction With Machine Learning: An Inverse Problem Approach
by: Wieslaw Citko, et al.
Published: (2023-01-01) -
Regularization, Bayesian Inference, and Machine Learning Methods for Inverse Problems
by: Ali Mohammad-Djafari
Published: (2021-12-01) -
Towards a Fast and Accurate EIT Inverse Problem Solver: A Machine Learning Approach
by: Xosé Fernández-Fuentes, et al.
Published: (2018-12-01) -
Recognition awareness: adding awareness to pattern recognition using latent cognizance
by: Tatpong Katanyukul, et al.
Published: (2022-04-01) -
Learning-Based Approaches to Current Identification from Magnetic Sensors
by: Sami Barmada, et al.
Published: (2023-04-01)