Handling signal variability with contextual markovian models

• Variant of hidden Markov models using contextual variables for handling variability. • Extension to discriminative contextual Hidden Conditional Random Fields. • Both modeling improves over their non contextual counterparts, HMM and HCRFs. • Experiments on isolated handwritten character recognitio...
Ausführliche Beschreibung

Gespeichert in:
Autor*in:

Radenen, Mathieu [verfasserIn]

Artières, Thierry

Format:

E-Artikel

Sprache:

Englisch

Erschienen:

2014

Schlagwörter:

Robustness to variability

Hidden Markov models

Conditional Random Fields

Sequence classification

Umfang:

10

Übergeordnetes Werk:

Enthalten in: Thermal structure optimization of a supercondcuting cavity vertical test cryostat - Jin, Shufeng ELSEVIER, 2019, an official publ. of the International Association for Pattern Recognition, Amsterdam [u.a.]

Übergeordnetes Werk:

volume:35 ; year:2014 ; day:1 ; month:01 ; pages:236-245 ; extent:10

Links:

Volltext

DOI / URN:

10.1016/j.patrec.2013.08.015

Katalog-ID:

ELV022435891

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