… paper is that of efficient match kernels (EMK) [1], which provides a kernel view to the frequently
… While the work on efficient match kernels is interesting, the hand-crafted SIFT features are …

… is linear in the length of the sequences, like the mismatch kernel, but we improve … matching
while maintaining fast computation. We describe how to compute these kernels efficiently …

… between the match kernel and the pyramid match kernel for the … two other exact and
approximate matching approaches. Our … The resulting kernel is computationally very efficient, as it …

… match kernel can be solved efficiently using projected gradient method. Weights on each
kernel … on a linear combination of the proposed kernels computed at multiple pyramid levels of …

… By incorporating KSR into Spatial Pyramid Matching(SPM), we … Matching using Sparse
Coding(ScSPM). KSRSPM can be both regarded as the generalization of Efficient Match Kernel(…

… Using these observations, we devise an efficient algorithm which … kernel. In this Section we
briefly overview its properties and define the Heat Kernel Map, used in our isometric matching …

… To resolve this problem, we use an effective approach, Fast Filtering Vector Approximation
(FFVA) that can efficiently match a very large high-dimensional database of image features in …

… 2) We incorporate KSR into the Spatial Pyramid Matching framework [16… Matching (ScSPM)
[5]. We also show that KSR can be interpreted as the sparse version of Efficient Match Kernel …

… Efficient match kernel [1] is a popular choice in applications … In efficient match kernel, all
elements of the sets are mapped … , in particular many efficient match kernels benefit from AFM. …

… The kernel is particularly efficient to evaluate. While [13] showed that a Difference of Gaussians
can be used to approximate the Laplacian of Gaussian, SUSure’s approach is based on …