Image search with selective match kernels: aggregation across single and multiple images

G Tolias, Y Avrithis, H Jégou - International Journal of Computer Vision, 2016 - Springer
… In the original work we presented the common framework for matches kernels and the
selective match kernels for single images, now described in Sects. 3 and 4, respectively. The new …

To aggregate or not to aggregate: Selective match kernels for image search

G Tolias, Y Avrithis, H Jégou - Proceedings of the IEEE …, 2013 - openaccess.thecvf.com
… We introduce a selective match kernel (SMK) in this subsection. It is motivated by the
observation that VLAD employs a linear weighting scheme in Equation (12) for the contribution of …

Interferences in match kernels

N Murray, H Jégou, F Perronnin… - IEEE transactions on …, 2016 - ieeexplore.ieee.org
… 3 MATCH KERNELS AND INTERFERENCES This section introduces match kernels (from
both … J egou, “To aggregate or not to aggregate: Selective match kernels for image search,” in …

Dynamic match kernel with deep convolutional features for image retrieval

J Yang, J Liang, H Shen, K Wang… - IEEE transactions on …, 2018 - ieeexplore.ieee.org
… a dynamic match kernel by adaptively calculating the matching … In contrast to the typical
static match kernel which is independent … Jégou, “Image search with selective match kernels: …

Recognizing in the depth: Selective 3d spatial pyramid matching kernel for object and scene categorization

C Redondo-Cabrera, RJ López-Sastre… - Image and Vision …, 2014 - Elsevier
… (BoW) representation in 3D, the Selective 3D Spatial Pyramid Matching Kernel (3DSPMK).
It … efficiency of the kernel, we propose two selective hierarchical volume decomposition …

Selective kernel networks

X Li, W Wang, X Hu, J Yang - Proceedings of the IEEE/CVF …, 2019 - openaccess.thecvf.com
… multiple kernels to realize the adaptive RF sizes of neurons. We introduce a “Selective Kernel
… The Split operator generates multiple paths with various kernel sizes which correspond to …

Rotation and translation covariant match kernels for image retrieval

G Tolias, A Bursuc, T Furon, H Jégou - Computer Vision and Image …, 2015 - Elsevier
… Efficient match kernels are more intended to approximate kernels on vectors than on scalar
values. As a trade-off between selectivity and the number of components, we set κ=8 and N=…

Estimating join selectivities using bandwidth-optimized kernel density models

M Kiefer, M Heimel, S Breß, V Markl - Proceedings of the VLDB …, 2017 - dl.acm.org
… -optimized Kernel Density Models (KDE) as a way to compute multidimensional selectivity
… , we found that our family of estimators matches and usually outperforms the accuracy of …

Matching micro-kernels to modern applications using fine-grained memory protection

G Bryce, G Muller - … . Seventh IEEE Symposium on Parallel and …, 1995 - ieeexplore.ieee.org
… for the selective invalidation (#(N \ C)) becomes D ; the kernel … so it must remove all (a selective
TLB invalidation is 11 cycles … F-set of size 20, a selective invalidation turns out to be more …

Large‐scale prediction of disulphide bridges using kernel methods, two‐dimensional recursive neural networks, and weighted graph matching

J Cheng, H Saigo, P Baldi - Proteins: Structure, Function, and …, 2006 - Wiley Online Library
… We then use kernel methods to predict whether a given protein chain contains intrachain
disulphide bridges or not, and recursive neural networks to predict the bonding probabilities of …