Iterative Division and Correlograms for Detection and Tracking of Moving Objects

机译：用于运动物体检测和跟踪的迭代除法和相关图

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摘要

This paper presents an algorithm for the detection and tracking of moving objects based on color and texture analysis for real time processing. Our goal is to study human interaction by tracking people and objects. The object detection algorithm is based on color histograms and iteratively divided interest regions for motion detection. The tracking algorithm is based on correlograms which combines spectral and spatial information to match detected objects in consecutive frames.

机译：本文提出了一种基于颜色和纹理分析的运动物体检测和跟踪算法，用于实时处理。我们的目标是通过跟踪人和物体来研究人与人之间的互动。对象检测算法基于颜色直方图和迭代划分的兴趣区域进行运动检测。跟踪算法基于相关图，该相关图结合了光谱和空间信息以匹配连续帧中检测到的对象。

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来源
《International Workshop on Intelligent Computing in Pattern Analysis/Synthesis(IWICPAS 2006); 20060826-27; Xi'an(CN)》|2006年|P.46-55|共10页
会议地点 Xian(CN)
作者
Rafik Bourezak; Guillaume-Alexandre Bilodeau;
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作者单位

Departement of computer engineering Ecole Polytechnique de Montreal, P.O. Box 6079, Station Centre-ville Montreal (Quebec), Canada, H3C 3A7;

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会议组织
原文格式 PDF
正文语种 eng
中图分类信息处理（信息加工）;
关键词
motion detection; background subtraction; iterative subdivision; objects tracking; correlograms;

机译：运动检测;背景扣除;迭代细分;目标跟踪;相关图;

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专利

1. Moving object detection and tracking from video captured by moving camera [J] . Hu Wu-Chih, Chen Chao-Ho, Chen Tsong-Yi, Journal of visual communication & image representation . 2015,第jula期

机译：从移动摄像机捕获的视频中检测移动目标并进行跟踪
2. A Survey On Video Surevillance Technique of Moving Object Detection and Object Tracking [J] . Simi Margarat G., Dr. S. Siva Subramanium Australian Journal of Basic and Applied Sciences . 2015,第2015期

机译：运动目标检测与跟踪的视频监控技术研究
3. MOVING OBJECT DETECTION METHOD OF VIDEO SATELLITE BASED ON TRACKING CORRECTION DETECTION [J] . X. Yang, F. Li, M. Lu, ISPRS Annals of the Photogrammetry, Remote Sensing and Spatial Information Sciences . 2020,第5期

机译：基于跟踪校正检测的视频卫星移动物体检测方法
4. Iterative Division and Correlograms for Detection and Tracking of Moving Objects [C] . Rafik Bourezak, Guillaume-Alexandre Bilodeau International Workshop on Intelligent Computing in Pattern Analysis/Synthesis . 2006

机译：用于检测和跟踪移动物体的迭代分裂和相关图
5. Spatial Pyramid Context-aware Moving Object Detection and Tracking for Full Motion Video and Wide Aerial Motion Imagery [D] . Poostchi, Mahdieh. 2017

机译：用于全动态视频和宽广航拍图像的空间金字塔上下文相关运动对象检测和跟踪
6. Robust and Real-Time Detection and Tracking of Moving Objects with Minimum 2D LiDAR Information to Advance Autonomous Cargo Handling in Ports [O] . Victor Vaquero, Ely Repiso, Alberto Sanfeliu 2019

机译：具有最少2D LiDAR信息的鲁棒实时检测和跟踪运动对象以推进港口的自主货物装卸
7. Detection and Tracking of Moving Objects from a Moving Platform in Presence of Strong Parallax [O] . Jinman Kang, Isaac Cohen, Gerard Medioni, 2005

机译：强视差下运动平台运动目标的检测与跟踪

Iterative Division and Correlograms for Detection and Tracking of Moving Objects

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