Accelerated learning in machine vision using artificially...

Data processing: artificial intelligence – Machine learning

Reexamination Certificate

Rate now

  [ 0.00 ] – not rated yet Voters 0   Comments 0

Details

C706S045000

Reexamination Certificate

active

07096207

ABSTRACT:
A learning acceleration method is disclosed that can be applied to multiple types and stages of learning to enhance the learning efficiency and outcome. Artificially created training samples can improve representation of all classes in the training set, decrease the difficulty of obtaining sufficient training samples, and decrease the difficulty of unequal sample prevalence. Two specific embodiments of learning acceleration are disclosed: learning accelerated algorithm training and learning accelerated start-up learning. Three objects of interest implantation methods are disclosed: texture mapping of defects, parametric synthesis of negative samples, and manual image editing.

REFERENCES:
patent: 5273434 (1993-12-01), Peck
patent: 6047221 (2000-04-01), Piche et al.
patent: 6278899 (2001-08-01), Piche et al.
patent: 6381504 (2002-04-01), Havener et al.
J. R. Quinlan, C4.5 Programs For Machine Learning, Morgan Kaufmann, 1993, pp. 35-43.
T. M. Mitchell, Machine Learning, McGraw-Hill, 1997, Chapter 11, pp. 307-330.
B. Gu, B. Liu, F. Hu, H. Liu. “Efficiently Determine the Starting Sample Size for Progressive Sampling.” Workshop on Research Issues in Data Mining and Knowledge Discovery, Santa Barbara, CA, Workshop notes, May 2001.
Ballard and Brown, “Computer Vision”, ISBN 0-13-165316-4, Prentice Hall 1982, Chapter 3, pp. 67-69.

LandOfFree

Say what you really think

Search LandOfFree.com for the USA inventors and patents. Rate them and share your experience with other people.

Rating

Accelerated learning in machine vision using artificially... does not yet have a rating. At this time, there are no reviews or comments for this patent.

If you have personal experience with Accelerated learning in machine vision using artificially..., we encourage you to share that experience with our LandOfFree.com community. Your opinion is very important and Accelerated learning in machine vision using artificially... will most certainly appreciate the feedback.

Rate now

     

Profile ID: LFUS-PAI-O-3662356

  Search
All data on this website is collected from public sources. Our data reflects the most accurate information available at the time of publication.