Perronnin, Florent

Improving the Fisher Kernel for Large-Scale Image Classification

Perronnin, F., Sánchez, J., & Mensink, T. (2010) · Lecture Notes in Computer Science

Advanced Image and Video Retrieval TechniquesImage Retrieval and Classification Techniques

Cited by 2,588

Fisher Kernels on Visual Vocabularies for Image Categorization

Perronnin, F., & Dance, C. (2007) · 2007 IEEE Conference on Computer Vision and Pattern Recognition

Advanced Image and Video Retrieval TechniquesImage Retrieval and Classification Techniques

Cited by 1,641

Aggregating Local Image Descriptors into Compact Codes

Jegou, H., Perronnin, F., Douze, M., Sanchez, J., Perez, P., & Schmid, C. (2012) · IEEE Transactions on Pattern Analysis and Machine Intelligence

Advanced Image and Video Retrieval TechniquesImage Retrieval and Classification Techniques

Cited by 1,503

Image Classification with the Fisher Vector: Theory and Practice

Sánchez, J., Perronnin, F., Mensink, T., & Verbeek, J. (2013) · International Journal of Computer Vision

Advanced Image and Video Retrieval TechniquesImage Retrieval and Classification Techniques

Cited by 1,498

Metric Learning for Large Scale Image Classification: Generalizing to New Classes at Near-Zero Cost

Mensink, T., Verbeek, J., Perronnin, F., & Csurka, G. (2012) · Lecture Notes in Computer Science

Domain Adaptation and Few-Shot LearningAdvanced Neural Network Applications

Cited by 281

High-dimensional signature compression for large-scale image classification

Sanchez, J., & Perronnin, F. (2011) · CVPR 2011

Advanced Image and Video Retrieval TechniquesImage Retrieval and Classification Techniques

Cited by 272