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QUANTITATIVE PERFORMANCE EVALUATION OF A PEOPLE TRACKING SYSTEM ON A MOBILE ROBOT

by Grzegorz Cielniak, André Treptow, Tom Duckett
"... Future service robots will need to keep track of the persons in their environment. A number of people tracking systems have been developed for mobile robots, but it is currently impossible to make objective comparisons of their performance. This paper presents a comprehensive, quantitative evaluatio ..."
Abstract - Cited by 3 (0 self) - Add to MetaCart
Future service robots will need to keep track of the persons in their environment. A number of people tracking systems have been developed for mobile robots, but it is currently impossible to make objective comparisons of their performance. This paper presents a comprehensive, quantitative

ROBUST REAL-TIME PEOPLE TRACKING SYSTEM FOR SECURITY

by J. W. Kim, K. S. Choi, W. S. Park, J. Y. Lee, S. J. Ko, Ph. D
"... This paper describes an implementation method for the people counting system which detects and tracks moving people using a fixed single camera. This system counts the number of moving objects (people) entering the security door. Moreover, the detected objects are tracked by the proposed tracking al ..."
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This paper describes an implementation method for the people counting system which detects and tracks moving people using a fixed single camera. This system counts the number of moving objects (people) entering the security door. Moreover, the detected objects are tracked by the proposed tracking

AN EFFICIENT PEOPLE TRACKING SYSTEM USING THE FFT-CORRELATION AND OPTIMIZED SAD

by Abderrahmane Ezzahout, Moulay Youssef, Hadi, Rachid Oulad, Haj Thami
"... The research questions which this study addresses are resumed in obtaining the picks of Optimized SAD and FFT-Correlation function. These values allow us to detect and track the blocs corresponding to the moving person. This Bloc-Matching system of our tracked bloc 8x8, simplify the process of detec ..."
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of detecting and tracking all the representative matrix of foreground. Practically, in this correspondence, we propose an implementation technique for detection and tracking system which detect and track people’s in motion using a fixed single camera. These bi-techniques simplify the process of people tracking

An automated real-time people tracking system based on KLT features detection

by Nijad Al-najdawi, Sara Tedmori, Eran Edirisinghe, Helmut Bez - The International Arab Journal of Information Technology
"... Abstract: The advancement of technology allows video acquisition devices to have a better performance, thereby increasing the number of applications that can effectively utilize digital video. Compared to still images, video sequences provide more information about how objects and scenarios change o ..."
Abstract - Cited by 2 (1 self) - Add to MetaCart
. As for the fully automated algorithms, most of them are not applicable to real-time applications. This paper presents a low cost automatic object tracking algorithm suitable for use in real-time video based systems. The novelty of the proposed system is that it uses a simplified version of the Kanade

Better Motion Prediction for People-tracking

by Allison Bruce, Geoffrey Gordon - In Proceedings of ICRA 2004 , 2004
"... An important building block for intelligent mobile robots is the ability to track people moving around in the environment. Algorithms for person-tracking often incorporate motion models, which can improve tracking accuracy by predicting how people will move. More accurate motion models produce bette ..."
Abstract - Cited by 31 (1 self) - Add to MetaCart
An important building block for intelligent mobile robots is the ability to track people moving around in the environment. Algorithms for person-tracking often incorporate motion models, which can improve tracking accuracy by predicting how people will move. More accurate motion models produce

Tracking People with Twists and Exponential Maps

by Christoph Bregler, Jitendra Malik , 1998
"... This paper demonstrates a new visual motion estimation technique that is able to recover high degree-of-freedom articulated human body configurations in complex video sequences. We introduce the use of a novel mathematical technique, the product of exponential maps and twist motions, and its integra ..."
Abstract - Cited by 450 (5 self) - Add to MetaCart
integration into a differential motion estimation. This results in solving simple linear systems, and enables us to recover robustly the kinematic degrees-offreedom in noise and complex self occluded configurations. We demonstrate this on several image sequences of people doing articulated full body movements

W4: Real-time surveillance of people and their activities

by Ismail Haritaoglu, David Harwood, Larry S. Davis - IEEE Transactions on Pattern Analysis and Machine Intelligence , 2000
"... w4 is a real time visual surveillance system for detecting and tracking multiple people and monitoring their activities in an outdoor environment. It operates on monocular gray-scale video imagery, or on video imagery from an infrared camera. W4 employs a combination of shape analysis and tracking t ..."
Abstract - Cited by 709 (9 self) - Add to MetaCart
w4 is a real time visual surveillance system for detecting and tracking multiple people and monitoring their activities in an outdoor environment. It operates on monocular gray-scale video imagery, or on video imagery from an infrared camera. W4 employs a combination of shape analysis and tracking

Pfinder: Real-time tracking of the human body

by Christopher Richard Wren, Ali Azarbayejani, Trevor Darrell, Alex Paul Pentland - IEEE TRANSACTIONS ON PATTERN ANALYSIS AND MACHINE INTELLIGENCE , 1997
"... Pfinder is a real-time system for tracking people and interpreting their behavior. It runs at 10Hz on a standard SGI Indy computer, and has performed reliably on thousands of people in many different physical locations. The system uses a multiclass statistical model of color and shape to obtain a 2D ..."
Abstract - Cited by 1482 (48 self) - Add to MetaCart
Pfinder is a real-time system for tracking people and interpreting their behavior. It runs at 10Hz on a standard SGI Indy computer, and has performed reliably on thousands of people in many different physical locations. The system uses a multiclass statistical model of color and shape to obtain a 2

Computer Vision

by Kusuma Kumari B. M , 1982
"... Driver inattention is one of the main causes of traffic accidents. Monitoring a driver to detect inattention is a complex problem that involves physiological and behavioral elements. Different approaches have been made, and among them Computer Vision has the potential of monitoring the person behind ..."
Abstract - Cited by 1041 (11 self) - Add to MetaCart
behind the wheel without interfering with his driving. In this paper I have developed a system that can monitor the alertness of drivers in order to prevent people from falling asleep at the wheel. The other main aim of this algorithm is to have efficient performance on low quality webcam and without

Learning to Track Multiple People in Omnidirectional

by Video Fernando De, Fernando De, Torre Carlos, Vallespi Paul, E. Rybski, Manuela Veloso, Takeo Kanade
"... Meetings are a very important part of everyday life for professionals working in universities, companies or governmental institutions. We have designed a physical awareness system called CAMEO (Camera Assisted Meeting Event Observer), a hardware/software system to record and monitor people's ac ..."
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. The PSFAMs allow more robust/reliable tracking and identification. In this paper, we describe the video-capturing device, photometric/geometric autocalibration process, and the multiple people tracking system. The effectiveness and robustness of the proposed system is demonstrated over several real
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