Object tracking: A survey

A Yilmaz, O Javed, M Shah - Acm computing surveys (CSUR), 2006 - dl.acm.org
The goal of this article is to review the state-of-the-art tracking methods, classify them into
different categories, and identify new trends. Object tracking, in general, is a challenging …

Pedestrian models for autonomous driving Part I: low-level models, from sensing to tracking

F Camara, N Bellotto, S Cosar… - IEEE Transactions …, 2020 - ieeexplore.ieee.org
Autonomous vehicles (AVs) must share space with pedestrians, both in carriageway cases
such as cars at pedestrian crossings and off-carriageway cases such as delivery vehicles …

[PDF][PDF] 视觉跟踪技术综述

侯志强, 韩崇昭 - 自动化学报, 2006 - researchgate.net
摘要视觉跟踪问题是当前计算机视觉领域中的热点问题, 本文对这一问题进行了详细的介绍.
首先, 对视觉跟踪技术在视频监视, 图像压缩和三维重构等三个主要方面的应用进行了论述 …

Robust online appearance models for visual tracking

AD Jepson, DJ Fleet… - IEEE transactions on …, 2003 - ieeexplore.ieee.org
We propose a framework for learning robust, adaptive, appearance models to be used for
motion-based tracking of natural objects. The model adapts to slowly changing appearance …

Method and apparatus for total situational awareness and monitoring

M Aggarwal, K Hanna, H Sawhney, V Paragano… - US Patent …, 2012 - Google Patents
A sentient system combines detection, tracking, and immersive visualization of a cluttered
and crowded environment, such as an office building, terminal, or other enclosed site using …

Understanding transit scenes: A survey on human behavior-recognition algorithms

J Candamo, M Shreve, DB Goldgof… - IEEE transactions on …, 2009 - ieeexplore.ieee.org
Visual surveillance is an active research topic in image processing. Transit systems are
actively seeking new or improved ways to use technology to deter and respond to accidents …

Background subtraction for freely moving cameras

Y Sheikh, O Javed, T Kanade - 2009 IEEE 12th International …, 2009 - ieeexplore.ieee.org
Background subtraction algorithms define the background as parts of a scene that are at
rest. Traditionally, these algorithms assume a stationary camera, and identify moving objects …

Segmentation and tracking of multiple humans in crowded environments

T Zhao, R Nevatia, B Wu - IEEE transactions on pattern …, 2008 - ieeexplore.ieee.org
Segmentation and tracking of multiple humans in crowded situations is made difficult by
interobject occlusion. We propose a model-based approach to interpret the image …

Tracking multiple humans in complex situations

T Zhao, R Nevatia - IEEE transactions on pattern analysis and …, 2004 - ieeexplore.ieee.org
Tracking multiple humans in complex situations is challenging. The difficulties are tackled
with appropriate knowledge in the form of various models in our approach. Human motion is …

Fast multiple object tracking via a hierarchical particle filter

C Yang, R Duraiswami, L Davis - Tenth IEEE International …, 2005 - ieeexplore.ieee.org
A very efficient and robust visual object tracking algorithm based on the particle filter is
presented. The method characterizes the tracked objects using color and edge orientation …