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» Estimating disparity with confidence from energy neurons
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NIPS
2007
13 years 6 months ago
Estimating disparity with confidence from energy neurons
The peak location in a population of phase-tuned neurons has been shown to be a more reliable estimator for disparity than the peak location in a population of position-tuned neur...
Eric K. C. Tsang, Bertram Emil Shi
ICIP
2001
IEEE
14 years 6 months ago
Disparity map restoration by integration of confidence in Markov random fields models
This paper proposes some Markov Random Field (MRF) models for restoration of stereo disparity maps. The main aspect is the use of confidence maps provided by the Symmetric Multipl...
Andrea Fusiello, Umberto Castellani, Vittorio Muri...
ICMCS
2010
IEEE
210views Multimedia» more  ICMCS 2010»
13 years 6 months ago
Confidence evaluation for robust, fast-converging disparity map refinement
To improve upon the initial disparity estimates stemming from a local correspondence method, a subsequent refinement step is commonly employed. The performance of the stereo match...
Jorn Jachalsky, Markus Schlosser, Dirk Gandolph
ICIP
2003
IEEE
14 years 6 months ago
Hierarchical disparity estimation with energy-based regularization
We propose a hierarchical disparity estimation algorithm with energy-based regularization. Initial disparity vectors are obtained from downsampled stereo images using a feature-ba...
Hansung Kim, Kwanghoon Sohn
ICCV
2011
IEEE
12 years 5 months ago
Spatiotemporal Oriented Energies for Spacetime Stereo
This paper presents a novel approach to recovering temporally coherent estimates of 3D structure of a dynamic scene from a sequence of binocular stereo images. The approach is bas...
Mikhail Sizintsev, Richard Wildes