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Maximum likelihood from incomplete data via the EM algorithm
- JOURNAL OF THE ROYAL STATISTICAL SOCIETY, SERIES B
, 1977
"... A broadly applicable algorithm for computing maximum likelihood estimates from incomplete data is presented at various levels of generality. Theory showing the monotone behaviour of the likelihood and convergence of the algorithm is derived. Many examples are sketched, including missing value situat ..."
Abstract
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Cited by 11807 (17 self)
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A broadly applicable algorithm for computing maximum likelihood estimates from incomplete data is presented at various levels of generality. Theory showing the monotone behaviour of the likelihood and convergence of the algorithm is derived. Many examples are sketched, including missing value
PORTABILITY IN COMPUTER VISION APPLICATIONS
"... ABSTRACT: As a feature exhibited by software that can be ported to a new environment or platform, portability is recognized as a desirable attribute of a software product. In this context, Computer Vision (CV) systems often implicate a development process that not always guarantees high portability ..."
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corresponding solutions are presented together with the elements that should be considered in a cross-development process. Moreover, as an experimental demonstration of the presented concepts, a portable computer vision application that uses the Microsoft Kinect 3D camera as input device is presented and its
and Computer Vision]: Applications
"... Interactive surfaces have great potential for co-located collaboration because of their ability to track multiple inputs simultaneously. However, the multi-user experience on these devices could be enriched significantly if touch points could be associated with a particular user. Existing approaches ..."
Abstract
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surface. Author Keywords Interactive tabletops; surface computing; multi-touch interaction; multi-user applications; user identification.
Synthetic Movies for Computer Vision Applications
"... This paper presents a real time graphical simulator based on a client-server architecture. The rendering engine, supported by a specialized client application for the automatic generation of goal oriented motion of synthetic characters, is used to produce realistic image sequences for extensive perf ..."
Abstract
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Cited by 1 (0 self)
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performance assessment of computer vision algorithms for people tracking.
Globally optimal bilinear programming for computer vision applications
, 2008
"... We present a practical algorithm that provably achieves the global optimum for a class of bilinear programs commonly arising in computer vision applications. Our approach relies on constructing tight convex relaxations of the objective function and minimizing it in a branch and bound framework. A ke ..."
Abstract
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Cited by 10 (1 self)
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We present a practical algorithm that provably achieves the global optimum for a class of bilinear programs commonly arising in computer vision applications. Our approach relies on constructing tight convex relaxations of the objective function and minimizing it in a branch and bound framework. A
CV-SDF - A model for Real-Time Computer Vision Applications
, 2002
"... This paper presents a model for real-time computer vision applications based on the synchronous data flow (SDF) methodology. To accomplish the needs of computer vision applications (mainly access to pixel neighborhood and access to previous video frames) a new buffer concept called Structured Buffer ..."
Abstract
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Cited by 6 (2 self)
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This paper presents a model for real-time computer vision applications based on the synchronous data flow (SDF) methodology. To accomplish the needs of computer vision applications (mainly access to pixel neighborhood and access to previous video frames) a new buffer concept called Structured
Combined central and subspace clustering for computer vision applications
- In Proceedings of the 23rd International Conference on Machine Learning
, 2006
"... Central and subspace clustering methods are at the core of many segmentation problems in computer vision. However, both methods fail to give the correct segmentation in many practical scenarios, e.g., when data are close to the intersection of subspaces or when two cluster centers in different subsp ..."
Abstract
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Cited by 16 (2 self)
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Central and subspace clustering methods are at the core of many segmentation problems in computer vision. However, both methods fail to give the correct segmentation in many practical scenarios, e.g., when data are close to the intersection of subspaces or when two cluster centers in different
R.: Synthetic movies for computer vision applications
- In: Proc. 3rd IASTED International Conference: Visualization, Imaging, and Image Processing (VIIP 2003) Number 1
, 2003
"... This paper presents a real time graphical simulator based on a client-server architecture. The rendering engine, supported by a specialized client application for the automatic generation of goal oriented motion of synthetic characters, is used to produce realistic image sequences for extensive perf ..."
Abstract
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Cited by 10 (2 self)
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performance assessment of computer vision algorithms for people tracking.
Starfish: Efficient Concurrency Support for Computer Vision Applications
"... Emerging wearable devices promise a multitude of computer vision-based applications that serve users without active engagement. How-ever, vision algorithms are known to be resource-hungry; and mod-ern mobile systems do not support concurrent application use of the camera. Toward supporting efficient ..."
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Emerging wearable devices promise a multitude of computer vision-based applications that serve users without active engagement. How-ever, vision algorithms are known to be resource-hungry; and mod-ern mobile systems do not support concurrent application use of the camera. Toward supporting
Results 1 - 10
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2,953,024
