Higher rank support tensor machines for visual recognition

DOI10.1016/J.PATCOG.2012.04.033zbMath1248.68409OpenAlexW2003905570MaRDI QIDQ454417

Ioannis Pitas, Irene Kotsia, Wei-Wei Guo

Publication date: 5 October 2012

Published in: Pattern Recognition (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.patcog.2012.04.033

zbMATH Keywords

gait recognitionaction recognitionCANDECOMP/PARAFAC tensor decompositionrelative margin support vector machinessupport tensor machines

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Computing methodologies for image processing (68U10) Pattern recognition, speech recognition (68T10)

Related Items (1)

Anomaly detection in spatiotemporal data via regularized non-negative tensor analysis

Cites Work

• Unnamed Item
• Tensor Decompositions and Applications
• Nonnegative tensor factorization as an alternative Csiszar-Tusnady procedure: algorithms, convergence, probabilistic interpretations and novel probabilistic tensor latent variable analysis algorithms
• Gait recognition using linear time normalization
• Human action recognition using shape and CLG-motion flow from multi-view image sequences
• Algorithms for Nonnegative Tensor Factorization
• Multicamera tracking of articulated human motion using shape and motion cues
• Spatiotemporal Localization and Categorization of Human Actions in Unsegmented Image Sequences

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