Jakob Verbeek

The global k-means clustering algorithm

Aristidis Likas, Nikos Vlassis, Jakob Verbeek · Pattern Recognition · 2002 · 3.6K citations · Full text

Cluster Computing, Document Clustering, Engineering +7

Image Classification with the Fisher Vector: Theory and Practice

Jorge Sánchez, Florent Perronnin, Thomas Mensink et al. · International Journal of Computer Vision · 2013 · 1.5K citations · Full text

Image Classification, Machine Vision, Image Analysis +8

Is that you? Metric learning approaches for face identification

Matthieu Guillaumin, Jakob Verbeek, Cordelia Schmid · 2009 · 761 citations · Full text

Engineering, Machine Learning, Biometrics +16

ResMLP: Feedforward Networks for Image Classification With Data-Efficient Training

Hugo Touvron, Piotr Bojanowski, Mathilde Caron et al. · IEEE Transactions on Pattern Analysis and Machine Intelligence · 2022 · 719 citations · Full text

Few-shot Learning, Convolutional Neural Network, Engineering +19

Learning Color Names for Real-World Applications

Joost van de Weijer, C. Schmid, Jakob Verbeek et al. · IEEE Transactions on Image Processing · 2009 · 718 citations · Full text

Engineering, Machine Learning, Image Retrieval +17