A Dynamic Texture-Based Approach to Recognition of Facial Actions and Their Temporal Models

In this work, we propose a dynamic texture-based approach to the recognition of facial Action Units (AUs, atomic facial gestures) and their temporal models (i.e., sequences of temporal segments: neutral, onset, apex, and offset) in near-frontal-view face videos. Two approaches to modeling the dynami...

Celý popis

Uloženo v:

Podrobná bibliografie
Vydáno v:	IEEE transactions on pattern analysis and machine intelligence Ročník 32; číslo 11; s. 1940 - 1954
Hlavní autoři:	Koelstra, Sander, Pantic, Maja, Patras, Ioannis
Médium:	Journal Article
Jazyk:	angličtina
Vydáno:	Los Alamitos, CA IEEE 01.11.2010 IEEE Computer Society The Institute of Electrical and Electronics Engineers, Inc. (IEEE)
Témata:	Algorithms Applied sciences Artificial intelligence Computer science; control theory; systems Computing Methodologies Deformable models dynamic texture Dynamics Exact sciences and technology Face Face recognition Facial Facial Expression Facial image analysis Gestures Gold Hidden Markov models Histograms History Humans Image segmentation Image sequences Information Storage and Retrieval - methods Mathematical models Models, Biological motion Pattern Recognition, Automated - methods Pattern recognition. Digital image processing. Computational geometry Recognition Recognition (Psychology) Segments Studies Temporal logic Testing Time Factors Video Recording - methods Videos Action Histogram Image processing Free form Video signal Facial image analysis Modeling Texture Aggregate model Atomic operation Behavioral analysis Image sequence Facies Gesture Database Dynamic model Pattern analysis Time analysis Generative model Image registration Motion estimation motion Orientation Image analysis Frontal Hidden Markov model dynamic texture Artificial intelligence Facial expression
ISSN:	0162-8828, 1939-3539, 1939-3539
On-line přístup:	Získat plný text
Tagy:	Přidat tag Žádné tagy, Buďte první, kdo vytvoří štítek k tomuto záznamu!

Buďte první, kdo okomentuje tento záznam!