Learning discriminative localization from weakly labeled data

DOI10.1016/j.patcog.2013.09.028zbMath1326.68226OpenAlexW2126344710MaRDI QIDQ898394

Carsten Rother, Minh Hoai, Lorenzo Torresani, Fernando De La Torre

Publication date: 8 December 2015

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

Full work available at URL: https://doi.org/10.1016/j.patcog.2013.09.028

zbMATH Keywords

event detectionimage classificationobject detectiontime series classificationweakly supervised learningdiscriminative discovery

Mathematics Subject Classification ID

Classification and discrimination; cluster analysis (statistical aspects) (62H30) Learning and adaptive systems in artificial intelligence (68T05) Pattern recognition, speech recognition (68T10) Machine vision and scene understanding (68T45)

Uses Software

• CVX
• Vlfeat
• SIFT

Cites Work

• Unnamed Item
• Unnamed Item
• Incorporating multiple SVMs for automatic image annotation
• Combining local belief from low-level primitives for perceptual grouping
• Optimal feature selection for support vector machines
• Graph Implementations for Nonsmooth Convex Programs
• 10.1162/15324430260185628

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