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» A model change detection approach to dynamic scene modeling
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SAC
2009
ACM
15 years 8 months ago
Online annotation and prediction for regime switching data streams
Regime switching models, in which the state of the world is locally stationary, are a useful abstraction for many continuous valued data streams. In this paper we develop an onlin...
Gordon J. Ross, Dimitris K. Tasoulis, Niall M. Ada...
146
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ECCV
2004
Springer
16 years 3 months ago
A Bayesian Framework for Multi-cue 3D Object Tracking
This paper presents a Bayesian framework for multi-cue 3D object tracking of deformable objects. The proposed spatio-temporal object representation involves a set of distinct linea...
Jan Giebel, Dariu Gavrila, Christoph Schnörr
CVPR
2007
IEEE
16 years 3 months ago
Beyond bottom-up: Incorporating task-dependent influences into a computational model of spatial attention
A critical function in both machine vision and biological vision systems is attentional selection of scene regions worthy of further analysis by higher-level processes such as obj...
Robert J. Peters, Laurent Itti
IJCV
2010
574views more  IJCV 2010»
15 years 3 days ago
Time-Delayed Correlation Analysis for Multi-Camera Activity Understanding
We propose a novel approach to understanding activities from their partial observations monitored through multiple non-overlapping cameras separated by unknown time gaps. In our...
Chen Change Loy, Tao Xiang, Shaogang Gong
ICRA
2002
IEEE
181views Robotics» more  ICRA 2002»
15 years 6 months ago
The BlueDRAGON - A System for Measuring the Kinematics and the Dynamics of Minimally Invasive Surgical Tools In-Vivo
Minimally invasive surgery (MIS) involves a multidimensional series of tasks requiring a synthesis between visual information and the kinematics and dynamics of the surgical tools...
Jacob Rosen, Jeffrey D. Brown, Lily Chang, Marco B...