Multiple kernel-based dictionary learning for weakly supervised classification

DOI10.1016/J.PATCOG.2015.03.005zbMath1394.68311OpenAlexW2041411297MaRDI QIDQ1669594

Vishal M. Patel, Ashish Shrivastava, Jaishanker K. Pillai

Publication date: 3 September 2018

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2015.03.005

zbMATH Keywords

dictionary learningmultiple kernel learningmultiple instance learning

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05)

Related Items (1)

Discriminative Sparse Representations

Uses Software

• AR face

Cites Work

• Unnamed Item
• Solving the multiple instance problem with axis-parallel rectangles.
• $rm K$-SVD: An Algorithm for Designing Overcomplete Dictionaries for Sparse Representation
• Multiple Kernel Learning for Sparse Representation-Based Classification
• A Reflective Newton Method for Minimizing a Quadratic Function Subject to Bounds on Some of the Variables
• Sparse Representations and Compressive Sensing for Imaging and Vision
• Design of Non-Linear Kernel Dictionaries for Object Recognition

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