Automatically assigned DDC number: 00637

Manually assigned DDC number: 00637

Number of references: 8

Title: A Taxonomy for Stereo Computer Vision Experiments

Author:

Author:

Subject: Mark W. Maimone,Steven A. Shafer A Taxonomy for Stereo Computer Vision Experiments

Description: Much of computer vision research is an attempt to solve the impossible: to acquire full three-dimensional knowledge given limited two-dimensional data. The state of the art has advanced to a point where there now exists a plethora of partial solutions to computer vision problems. We're getting lots of answers, but just how accurate are they? A few methods provide an estimate of uncertainty with each answer, but those uncertainties do not tell us what we really need to know: by how much does the estimated answer differ from the truth? If computer vision is to become more of an engineering discipline than craftwork [1], engineers must be able to predict and experimentally characterize the behavior of their systems. Such characterization is only possible when ground truth is available. Synthetically generated imagery gives total ground truth knowledge, but fails to model the complexities of real-world imaging. Real imagery provides better test data, but greatly reduces the amount and dens...

Contributor: The Pennsylvania State University CiteSeer Archives

Publisher: unknown

Date: 1996-05-13

Pubyear: 1996

Format: ps

Identifier: http://citeseer.ist.psu.edu/160790.html

Source: http://www.vision.auc.dk/~hic/perf-ws/maimone.ps.gz

Language: en

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Rights: unrestricted

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