34 citations · 37 across the 3 of their papers we have counts for
4 papers
An evaluation of large-scale methods for image instance and class discovery
Matthijs Douze, Hervé Jégou, Jeff Johnson
This paper aims at discovering meaningful subsets of related images from large image collections without annotations. We search groups of images related at different levels of sema…
QuickCSG: Fast Arbitrary Boolean Combinations of N Solids
Matthijs Douze, Jean-Sébastien Franco, Bruno Raffin
QuickCSG computes the result for general N-polyhedron boolean expressions without an intermediate tree of solids. We propose a vertex-centric view of the problem, which simplifies…
Convolutional Patch Representations for Image Retrieval: an Unsupervised Approach
Mattis Paulin, Julien Mairal, Matthijs Douze +3
Convolutional neural networks (CNNs) have recently received a lot of attention due to their ability to model local stationary structures in natural images in a multi-scale fashion,…
Searching in one billion vectors: re-rank with source coding
Hervé Jégou, Romain Tavenard, Matthijs Douze +1
Recent indexing techniques inspired by source coding have been shown successful to index billions of high-dimensional vectors in memory. In this paper, we propose an approach that…