Bayesian Tensor Approach for 3-D Face Modeling

• Main Authors: TAO, Dacheng, SONG, Mingli, LI, Xuelong, SHEN, Jialie, SUN, Jimeng, WU, Xindong, Faloutsos, Christos, Maybank, Stephen J.
• Format: text
• Language: English
• Published: Institutional Knowledge at Singapore Management University 2008
• Subjects: 3-D face; Bayesian inference; Bayesian tensor analysis; face expression synthesis; face recognition; Databases and Information Systems
• Online Access: https://ink.library.smu.edu.sg/sis_research/771; https://ink.library.smu.edu.sg/context/sis_research/article/1770/viewcontent/BayesianTensorApproach3_DFace_2008.pdf
• Institution: Singapore Management University

Effectively modeling a collection of three-dimensional (3-D) faces is an important task in various applications, especially facial expression-driven ones, e.g., expression generation, retargeting, and synthesis. These 3-D faces naturally form a set of second-order tensors-one modality for identity a...