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» Statistic Analysis for Probabilistic Processes
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116
Voted
ICIP
2005
IEEE
16 years 5 months ago
Segmenting non stationary images with triplet Markov fields
The hidden Markov field (HMF) model has been used in many model-based solutions to image analysis problems, including that of image segmentation, and generally gives satisfying re...
Dalila Benboudjema, Wojciech Pieczynski
134
Voted
ICIP
2003
IEEE
16 years 5 months ago
Mosaic of a video shot with multiple moving objects
In this paper we describe an application which takes a video shot as input and produces a compact representation composed by a background layer and segmented moving objects. We de...
Andrea Fusiello, M. Aprile, Roberto Marzotto, Vitt...
125
Voted
ICIAP
2001
Springer
16 years 3 months ago
Bayesian Face Recognition with Deformable Image Models
We propose a novel representation for characterizing image differences using a deformable technique for obtaining pixel-wise correspondences. This representation, which is based o...
Baback Moghaddam, Chahab Nastar, Alex Pentland
122
Voted
WIAMIS
2009
IEEE
15 years 10 months ago
Archive film defect detection based on a hidden Markov model
We propose a novel statistical approach to detect defects in digitized archive film by using temporal information across a number of frames modeled with an HMM. The HMM is traine...
Xiaosong Wang, Majid Mirmehdi
141
Voted
WIAMIS
2009
IEEE
15 years 10 months ago
Autonomous production of basketball videos from multi-sensored data with personalized viewpoints
We propose an autonomous system for personalized production of basketball videos from multi-sensored data under limited display resolution. Especially, we propose criteria for opt...
Fan Chen, Christophe De Vleeschouwer