Temporal matching kernel with explicit feature maps

S Poullot, S Tsukatani, A Phuong Nguyen… - Proceedings of the 23rd …, 2015 - dl.acm.org
… class of temporal match kernels which are able to match and … (i) the design of the kernel offers
degrees of freedom likely to … dot products, in the spirit of the kernel descriptors of Bo [3], but …

Video event recognition using kernel methods with multilevel temporal alignment

D Xu, SF Chang - IEEE Transactions on Pattern Analysis and …, 2008 - ieeexplore.ieee.org
matching results from multiple temporal scales in a way similar to that used in Spatial Pyramid
Matching (SPM) [18] and Pyramid Match Kernel (… -to-block matching in the spatial domain …

Temporal matching kernel with embedded stability-sensitive filter

F Yang, S Poullot, S Satoh - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
… in the temporal matching kernel with … temporal information of frame descriptors by using
explicit feature mapping in a fixed length video vector by using a temporal invariant match kernel

Burst-survive temporal matching kernel with fibonacci periods

F Yang, S Satoh - … 2019-2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
… a solution to this problem neglected by previous works on temporal matching kernel. … We
propose the burst-survive temporal matching kernel and the Fibonacci periods in this paper and …

[PDF][PDF] Temporal matching in link stream: kernel and approximation

J Baste, BM Bui-Xuan - 16th Cologne-Twente Workshop on Graphs and …, 2018 - ibn.idsi.md
… of temporally consecutive edges defined as {( t, { u, v })| t ∈ … We introduce the notion of
temporal matching of a link stream … Unexpectedly, the problem of computing a temporal matching

Visual event recognition in news video using kernel methods with multi-level temporal alignment

D Xu, SF Chang - 2007 IEEE Conference on Computer Vision …, 2007 - ieeexplore.ieee.org
matching results from multiple temporal scales, in a way similar to that used in Spatial Pyramid
Matching (SPM) [12] and Pyramid Match Kernel (… -to-block matching method used in SPM, …

Spatio-temporal event classification using time-series kernel based structured sparsity

LA Jeni, A Lőrincz, Z Szabó, JF Cohn… - Computer Vision–ECCV …, 2014 - Springer
… to overcome temporal distortions and has been successfully combined with kernel methods.
… the two series have n + m points and they are matched at least at one point of time. We use …

Energy based fast event retrieval in video with temporal match kernel

J Pu, Y Matsui, F Yang, S Satoh - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
… We propose a fast event retrieval method in video databases based on temporal match
kernel. The basic idea of the baseline is to maximize the score function for all possible relative …

Spatio-temporal relationship match: Video structure comparison for recognition of complex human activities

MS Ryoo, JK Aggarwal - 2009 IEEE 12th international …, 2009 - ieeexplore.ieee.org
… a particular spatio-temporal pattern in its 3-D XYT space. The major advantage of our match
kernel is its efficient consideration of spatio-temporal structures among feature points. We …

A temporal kernel approach for deep learning with continuous-time information

D Xu, C Ruan, E Korpeoglu, S Kumar… - arXiv preprint arXiv …, 2021 - arxiv.org
… Gaussian process and neural tangent kernel. To represent the temporal kernel, we introduce
the random feature approach and convert the kernel learning problem to spectral density …