Hota: A higher order metric for evaluating multi-object tracking

J Luiten, A Osep, P Dendorfer, P Torr, A Geiger… - International journal of …, 2021 - Springer
Multi-object tracking (MOT) has been notoriously difficult to evaluate. Previous metrics
overemphasize the importance of either detection or association. To address this, we …

Event mining in multimedia streams

L **e, H Sundaram, M Campbell - Proceedings of the IEEE, 2008 - ieeexplore.ieee.org
Events are real-world occurrences that unfold over space and time. Event mining from
multimedia streams improves the access and reuse of large media collections, and it has …

Exploring techniques for vision based human activity recognition: Methods, systems, and evaluation

X Xu, J Tang, X Zhang, X Liu, H Zhang, Y Qiu - sensors, 2013 - mdpi.com
With the wide applications of vision based intelligent systems, image and video analysis
technologies have attracted the attention of researchers in the computer vision field. In …

Framework for performance evaluation of face, text, and vehicle detection and tracking in video: Data, metrics, and protocol

R Kasturi, D Goldgof, P Soundararajan… - IEEE transactions on …, 2008 - ieeexplore.ieee.org
Common benchmark data sets, standardized performance metrics, and baseline algorithms
have demonstrated considerable impact on research and development in a variety of …

HoGG: Gabor and HoG-based human detection for surveillance in non-controlled environments

C Conde, D Moctezuma, IM De Diego, E Cabello - Neurocomputing, 2013 - Elsevier
A new method (HoGG) for human detection based on Gabor filters and Histograms of
Oriented Gradients is presented in this paper. The effect of Gabor preprocessing is analyzed …

A software for performance evaluation and comparison of people detection and tracking methods in video processing

B Karasulu, S Korukoglu - Multimedia Tools and Applications, 2011 - Springer
Digital video content analysis is an important item for multimedia content-based indexing
(MCBI), content-based video retrieval (CBVR) and visual surveillance systems. There are …

Re-identification= retrieval+ verification: back to essence and forward with a new metric

Z Wang, X Yuan, T Yamasaki, Y Lin, X Xu… - arxiv preprint arxiv …, 2020 - arxiv.org
Re-identification (re-ID) is currently investigated as a closed-world image retrieval task, and
evaluated by retrieval based metrics. The algorithms return ranking lists to users, but cannot …

[PDF][PDF] Bayesian methods for visual multi-object tracking with applications to human activity recognition

K Smith - 2007 - Citeseer
CES dernieres années, la quantité de données vidéo enregistrées et sauvegardées de part
le monde a dramatiquement augmenté. Du fait de la disponibilité de caméras de moins en …

智能视频算法评估综述

**鹏飞, 陈朝武, **晓峰 - 计算机辅助设计与图形学学报, 2010 - jcad.cn
智能视频监控在公共安全和民用领域已经显现出有效与广阔的应用前景, 备受国内外学者和众多
实际工程领域专家的高度关注, 制定有效, 公**的智能视频算法评估准则是其应用过程中的一个 …

[PDF][PDF] Virtu4D: a Real-time Virtualization of Reality

M Boufarguine, M Baklouti, F Precioso… - … Symposium 3D Data …, 2010 - webusers.i3s.unice.fr
In video surveillance systems, when dealing with dynamic complex scenes, processing the
information coming from multiple cameras and fusing them into a comprehensible …