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Abstract: Most current machine vision systems suffer from a lack of flexibility to account for the high variability of unstructured environments. As the state of the world evolves, the potential knowledge provided by different visual attributes can change, breaking the initial assumptions of a non-adaptive vision system. This thesis develops a new comprehensive computational framework for the adaptive integration of information from different visual algorithms. (Update)
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BibTeX entry: (Update)
@misc{ soto-probabilistic,
author = "Alvaro Soto",
title = "A Probabilistic Approach for the Adaptive Integration of Multiple Visual
Cues Using an Agent Framework",
url = "citeseer.ist.psu.edu/soto02probabilistic.html" }
Citations (may not include all citations):1543 Probabilistic Reasoning in Intelligent Systems: Networks of .. (context) - Pearl - 1991
1386 Snakes: active contour models (context) - Kass, Witkin et al. - 1987
976 Machine Learning (context) - Mitchell - 1997
897 Introduction to statistical pattern recognition (context) - Fukunaga - 1972
721 Digital Image Processing (context) - Gonzalez, Woods - 1992
512 Density Estimation for Statistics and Data Analysis (context) - Silverman - 1986
509 A decision theoretic generalization of on-line learning and .. - Freund, Schapire - 1995
492 An iterative image registration technique with an applicatio.. - Lucas, Kanade - 1981
205 novel approach to nonlinearnon Gaussian Bayesian state estim.. (context) - Salmon, approach et al. - 1993
149 An introduction to splines for use in computer graphics and .. (context) - Bartels, Beatty et al. - 1987
146 The HEARSAY-II speech understanding system: integrating know.. (context) - Erman, Hayes-Roth et al. - 1980
145 Neural Network Perception for Mobile Robot Guidance (context) - Pomerleau - 1993
137 Machine learning research: Four current directions - Dietterich - 1997
137 Filtering via simulation: Auxiliary particle filters - Pitt, Shephard - 1999
134 Statistical Inference (context) - Casella, Berger - 1990
130 Visual routines (context) - Ullman - 1984
129 Real-time tracking of non-rigid objects using mean shift - Comaniciu, Ramesh et al. - 2000
125 Stochastic Models (context) - Maybeck - 1979
111 Level set methods (context) - Sethian - 1996
110 Probability and Statistics (context) - DeGroot - 1989
108 Tools for Statistical Inference (context) - Tanner - 1996
107 Artificial Intelligence (context) - Ballard - 1991
107 Bayesian inference in econometric models using Monte Carlo i.. (context) - Geweke - 1989
102 ICONDENSATION: Unifying low-level and high-level tracking in.. - Isard, Blake - 1998
99 Training models of shape from sets of examples - Cootes, Taylor et al. - 1992
92 Direct methods for recovering motion (context) - Horn, Weldon - 1988
85 On sequential simulation-based methods for Bayesian filterin.. - Doucet - 1998
79 Simulation approaches to general probabilistic inference on .. (context) - Shachter, Peot - 1989
78 Stereo vision for planetary rovers: Stochastic modeling to n.. (context) - Matthies - 1992
72 Moving target classification and tracking from real-time vid.. - Lipton, Fujiyoshi et al. - 1998
66 Polly: a vision based artificial agent - Horswill - 1993
65 Data Fusion for Sensory Information Processing Systems (context) - Clark, Yuille - 1990
60 Integrated person tracking using stereo (context) - Darrell, Gordon et al. - 1998
42 Monte Carlo Strategies in Scientific Computing (context) - Liu - 2001
41 The estimation of the gradient of a density function (context) - Fukunaga, Hostetler - 1975
40 Monte Carlo localization: E#- cient position estimation for .. (context) - Fox, Burgard et al. - 1999
34 Monte Carlo localization with mixture proposal distribution - Thrun, Fox et al. - 2000
33 Metropolized independent sampling with comparisons to reject.. - Liu - 1996
33 Camera calibration without feature extraction - Robert - 1996
31 Visual tracking by stochastic propagation of conditional den.. (context) - Isard, Blake - 1996
29 Incremental focus of attention for robust visual tracking - Toyoma, Hager - 1996
28 Advances in cooperative multisensor video surveillance - Kanade, Collins et al. - 1998
27 Probabilistic data association methods for tracking complex .. - Rasmussen, Hager - 2001
23 Approximating posterior distributions by mixtures (context) - West - 1993
20 Joint probabilistic techniques for tracking multipart object.. - Rasmussen, Hager - 1998
20 Visually-guided obstacle avoidance in unstructured environme.. - Lorigo, Brooks et al. - 1997
17 KLD-Sampling: Adaptive particle filters - Fox - 2001
17 Active vision for reliable ranging: cooperating focus (context) - Krotkov, Bajcsy - 1993
16 Stereo perception and dead reckoning for a prototype lunar r.. - Krotkov, Hebert et al. - 1995
16 A Pattern Theoretical Study of Biological Shapes (context) - Grenander, Chow et al. - 1991
14 Blackwell scientific publications (context) - Zeki, of et al. - 1993
14 An introduction to sequential Monte Carlo methods (context) - Doucet, de Freitas et al. - 2001
13 Insect navigation en route to the goal: Multiple strategies .. (context) - Collett - 1996
13 Some problems of basic organization in problem-solving progr.. (context) - Newell - 1962
12 Collaborative surveillance using both fixed and mobile unatt.. - Diehl, Saptharishi et al. - 1999
11 A direct demonstration of functional specialization in human.. (context) - Zeki, Watson et al. - 1991
9 An example of learning in knowledge-directed vision - Draper, Hanson - 1991
8 Freeman Publishers (context) - Marr - 1982
8 Joint probabilistic techniques for tracking objects using mu.. - Rasmussen, Hager - 1998
7 Classification and Regression using Mixtures of Experts - Waterhouse - 1997
7 Why stereo vision is not always about 3d reconstruction - Grimson - 1993
7 Distributed tactical surveillance with ATVs - Dolan, Trebi-Ollennu et al. - 1999
5 Disturbed perception of colours associated with localized ce.. (context) - Meadows - 1974
5 Deploying visual attention: The guided search model (context) - Wolfe, Cave - 1990
5 Applied Artificial Intelligence (context) - Jennings, Wooldridge et al. - 1995
4 Scientific discovery and the psychology of the problem solvi.. (context) - Simon - 1977
4 A model and a system for machine recognition of speech (context) - Reddy, Erman et al. - 1973
4 Agent-based moving object correspondence using di#erential d.. - Saptharishi, Khosla - 2000
4 Philosophical Transactions of the Royal Society of London (context) - Collett, guidance - 1992
4 A sighted robot: Can we ever build a robot that really doesn.. (context) - Nourbakhsh - 1996
3 Fusion of perceptual cues using covariance estimation - Sherrah, Gong - 1999
3 Bayesian statistics without tears (context) - Smith, Gelfand - 1992
2 Vision without knowledge (context) - Milner - 1992
2 the number of samples to be drawn in particle filtering (context) - Boers - 1999
2 ective mobile educator with a full-time job (context) - Nourbakhsh, Bobenage et al. - 1999
1 Real-time maintenance of figure-ground segmentation - Nordlund, Eklundh - 1999
1 Breaking Out of the Black Box: A New Approach to Robot Perce.. - Martin - 1998
1 A Model Free Voting Approach to Cue Integration (context) - Brautigan - 1998
1 Monographs on Statistics and Applied Probability (context) - Owen - 2001
1 Using learning for approximation in sthocastic processes (context) - Koeller, Fratkina - 1998
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