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Motoaki Kawanabe
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Publications
- 2014
- [p1]Alexander Binder, Wojciech Samek, Klaus-Robert Müller, Motoaki Kawanabe:
Machine Learning for Visual Concept Recognition and Ranking for Images. Towards the Internet of Services 2014: 211-223 - 2013
- [j23]Alexander Binder, Wojciech Samek, Klaus-Robert Müller, Motoaki Kawanabe:
Enhanced representation and multi-task learning for image annotation. Comput. Vis. Image Underst. 117(5): 466-478 (2013) - 2012
- [j22]Alexander Binder, Klaus-Robert Müller, Motoaki Kawanabe:
On Taxonomies for Multi-class Image Categorization. Int. J. Comput. Vis. 99(3): 281-301 (2012) - 2011
- [c37]Wojciech Samek, Alexander Binder, Motoaki Kawanabe:
Multi-task Learning via Non-sparse Multiple Kernel Learning. CAIP (1) 2011: 335-342 - [c36]Alexander Binder, Wojciech Samek, Marius Kloft, Christina Müller, Klaus-Robert Müller, Motoaki Kawanabe:
The Joint Submission of the TU Berlin and Fraunhofer FIRST (TUBFI) to the ImageCLEF2011 Photo Annotation Task. CLEF (Notebook Papers/Labs/Workshop) 2011 - [c31]Motoaki Kawanabe, Alexander Binder, Christina Müller, Wojciech Wojcikiewicz:
Multi-modal visual concept classification of images via Markov random walk over tags. WACV 2011: 396-401 - [i2]Alexander Binder, Shinichi Nakajima, Marius Kloft, Christina Müller, Wojciech Samek, Ulf Brefeld, Klaus-Robert Müller, Motoaki Kawanabe:
Insights from Classifying Visual Concepts with Multiple Kernel Learning. CoRR abs/1112.3697 (2011) - 2010
- [c30]Alexander Binder, Wojciech Wojcikiewicz, Christina Müller, Motoaki Kawanabe:
A Hybrid Supervised-Unsupervised Vocabulary Generation Algorithm for Visual Concept Recognition. ACCV (3) 2010: 95-108 - [c29]Wojciech Wojcikiewicz, Alexander Binder, Motoaki Kawanabe:
Shrinking large visual vocabularies using multi-label agglomerative information bottleneck. ICIP 2010: 3849-3852 - [c28]Wojciech Wojcikiewicz, Alexander Binder, Motoaki Kawanabe:
Enhancing Image Classification with Class-wise Clustered Vocabularies. ICPR 2010: 1060-1063 - 2009
- [c26]Alexander Binder, Motoaki Kawanabe, Ulf Brefeld:
Efficient Classification of Images with Taxonomies. ACCV (3) 2009: 351-362 - [c25]Motoaki Kawanabe, Shinichi Nakajima, Alexander Binder:
A procedure of adaptive kernel combination with kernel-target alignment for object classification. CIVR 2009 - [c24]Alexander Binder, Motoaki Kawanabe:
Enhancing Recognition of Visual Concepts with Primitive Color Histograms via Non-sparse Multiple Kernel Learning. CLEF (2) 2009: 269-276 - [c23]Alexander Binder, Motoaki Kawanabe:
Fraunhofer FIRST's Submission to ImageCLEF2009 Photo Annotation Task: Non-sparse Multiple Kernel Learning. CLEF (Working Notes) 2009
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