Temporal matching kernel with embedded stability-sensitive filter

F Yang, S Poullot, S Satoh - 2017 IEEE International …, 2017 - ieeexplore.ieee.org
This paper presents a method that embeds stability-sensitive filter in the temporal matching
kernel with explicit feature maps (TE). The added filter improves the robustness of TE to …

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 …

Temporal matching kernel with explicit feature maps

S Poullot, S Tsukatani, A Phuong Nguyen… - Proceedings of the 23rd …, 2015 - dl.acm.org
This paper proposes a framework for content-based video retrieval that addresses various
tasks as particular event retrieval, copy detection or video synchronization. Given a video …

Burst-survive temporal matching kernel with fibonacci periods

F Yang, S Satoh - … 2019-2019 IEEE International Conference on …, 2019 - ieeexplore.ieee.org
In this paper we present a novel approach to improve temporal matching kernel (TMK) for
video retrieval tasks. TMK has the ability to align videos during retrieval, but provides little to …

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
In this work, we systematically study the problem of visual event recognition in
unconstrained news video sequences. We adopt the discriminative kernel-based method for …

Video sequence matching with spatio-temporal constraints

W Ren, S Singh - … of the 17th International Conference on …, 2004 - ieeexplore.ieee.org
The main aim of this paper is to introduce a novel spatio-temporal model of video matching.
This model uses information on image object spatial relationship in frames as well as …

Tag-based video retrieval by embedding semantic content in a continuous word space

A Agharwal, R Kovvuri, R Nevatia… - 2016 IEEE Winter …, 2016 - ieeexplore.ieee.org
Content-based event retrieval in unconstrained web videos, based on query tags, is a hard
problem due to large intra-class variances, and limited vocabulary and accuracy of the video …

Event retrieval in large video collections with circulant temporal encoding

J Revaud, M Douze, C Schmid… - Proceedings of the …, 2013 - openaccess.thecvf.com
This paper presents an approach for large-scale event retrieval. Given a video clip of a
specific event, eg, the wedding of Prince William and Kate Middleton, the goal is to retrieve …

Video event recognition using kernel methods with multilevel temporal alignment

D Xu, SF Chang - IEEE Transactions on Pattern Analysis and …, 2008 - ieeexplore.ieee.org
In this work, we systematically study the problem of event recognition in unconstrained news
video sequences. We adopt the discriminative kernel-based method for which video clip …

LAMV: Learning to align and match videos with kernelized temporal layers

L Baraldi, M Douze, R Cucchiara… - Proceedings of the …, 2018 - openaccess.thecvf.com
This paper considers a learnable approach for comparing and aligning videos. Our
architecture builds upon and revisits temporal match kernels within neural networks: we …