A PCA-based similarity measure for multivariate time series

K Yang, C Shahabi - Proceedings of the 2nd ACM international …, 2004 - dl.acm.org
Multivariate time series (MTS) datasets are common in various multimedia, medical and
financial applications. We propose a similarity measure for MTS datasets, Eros Extended …

Canonical time war** for alignment of human behavior

F Zhou, F Torre - Advances in neural information …, 2009 - proceedings.neurips.cc
Alignment of time series is an important problem to solve in many scientific disciplines. In
particular, temporal alignment of two or more subjects performing similar activities is a …

Understanding interactions between Automated Road Transport Systems and other road users: A video analysis

R Madigan, S Nordhoff, C Fox, RE Amini… - … research part F: traffic …, 2019 - Elsevier
If automated vehicles (AVs) are to move efficiently through the traffic environment, there is a
need for them to interact and communicate with other road users in a comprehensible and …

State-of-the-art on spatio-temporal information-based video retrieval

W Ren, S Singh, M Singh, YS Zhu - Pattern recognition, 2009 - Elsevier
Video retrieval is increasingly based on image content. A number of studies on video
retrieval have used low-level pixel content related to statistical moments, shape, colour and …

Generalized time war** for multi-modal alignment of human motion

F Zhou, F De la Torre - 2012 IEEE Conference on Computer …, 2012 - ieeexplore.ieee.org
Temporal alignment of human motion has been a topic of recent interest due to its
applications in animation, telerehabilitation and activity recognition among others. This …

Exploring the space of a human action

Y Sheikh, M Sheikh, M Shah - Tenth IEEE International …, 2005 - ieeexplore.ieee.org
One of the fundamental challenges of recognizing actions is accounting for the variability
that arises when arbitrary cameras capture humans performing actions. In this paper, we …

Recognizing human actions in videos acquired by uncalibrated moving cameras

A Yilmaz, M Shah - … Conference on Computer Vision (ICCV'05) …, 2005 - ieeexplore.ieee.org
Most work in action recognition deals with sequences acquired by stationary cameras with
fixed viewpoints. Due to the camera motion, the trajectories of the body parts contain not …

Generalized canonical time war**

F Zhou, F De la Torre - IEEE transactions on pattern analysis …, 2015 - ieeexplore.ieee.org
Temporal alignment of human motion has been of recent interest due to its applications in
animation, tele-rehabilitation and activity recognition. This paper presents generalized …

First-person vision

T Kanade, M Hebert - Proceedings of the IEEE, 2012 - ieeexplore.ieee.org
For understanding the behavior, intent, and environment of a person, the surveillance
metaphor is traditional; that is, install cameras and observe the subject, and his/her …

Structured time series analysis for human action segmentation and recognition

D Gong, G Medioni, X Zhao - IEEE transactions on pattern …, 2013 - ieeexplore.ieee.org
We address the problem of structure learning of human motion in order to recognize actions
from a continuous monocular motion sequence of an arbitrary person from an arbitrary …