1.1k citations · 3.1k across the 34 of their papers we have counts for
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Particular object retrieval with integral max-pooling of CNN activations
Giorgos Tolias, Ronan Sicre, Hervé Jégou
Recently, image representation built upon Convolutional Neural Network (CNN) has been shown to provide effective descriptors for image search, outperforming pre-CNN features as sho…
Circulant temporal encoding for video retrieval and temporal alignment
Matthijs Douze, Jérôme Revaud, Jakob Verbeek +2
We address the problem of specific video event retrieval. Given a query video of a specific event, e.g., a concert of Madonna, the goal is to retrieve other videos of the same even…
Multiple Measurements and Joint Dimensionality Reduction for Large Scale Image Search with Short Vectors - Extended Version
Filip Radenovic, Herve Jegou, Ondrej Chum
This paper addresses the construction of a short-vector (128D) image representation for large-scale image and particular object retrieval. In particular, the method of joint dimens…