|
|
March 2004
Pattern Recognition
Technologies: Getting the Picture
40
pages
This
report examines the current state of pattern recognition technologies,
organizes key issues and puts them in context, and succinctly explains
how the technologies work.
Because the ability to recognize patterns is so ingrained,
it seems easy. But attempts to program a computer to pick out individual
words from the continuous flow of noise we call speech, to recognize
the difference between a green apple and a tennis ball, to tell
the difference between a female and male face, or to paraphrase
a sentence have shown that pattern recognition is a sophisticated
task.
Combine the ability to recognize objects and data patterns
with a computer's fast computational abilities and round-the-clock
hours, however, and you have the means to automatically organize
mountains of video and audio, greatly improve the human-computer
interface, and enable high-level security.
Pattern recognition is also intrinsic to computer vision,
network intruder detection, forgery detection, biometrics, next-generation
computer interfaces and automatic paraphrasing, translation and
language understanding.
The report includes an executive summary, a list of 21 developments
to look for as these cutting-edge technologies take shape, and a
section of 29 researchers to watch, including links to their Web
pages. It also includes a quick tour of 29 recent developments in
eight areas and a section of 27 in-depth news stories from TRN.
The stories are organized into eight categories: data, multimedia,
computer vision, security, interfaces, language processing and neural
networks.
|
TRN's
Making the Future reports contain live links, and can
be read on a computer, printed and archived.
Buy the the Pattern Recognition
Technologies
report for $89.
.
You will receive download instructions via
email.
|
Report
Sections
|
Executive
Summary:
260
words
Main Report:
3,365
words
How It Works:
946
words
In-Depth Stories:
27
stories, including 6 images
|
|
Table of Contents:
Main Report
Understanding
the world
Seeing things our way
Where things stand
Approaches to pattern recognition
Keen eye for the numbers
Words
Genes — an ocean of data
Audiovisual
Seeing things
Digital watchdogs
Catch my meaning
More than words
Learning from the brain
Making sense
|
How It Works
Anatomy
of a recognizer
To supervise or not to supervise
The technologies
Matching
Grammars
Statistics
Mimicking biology
In-Depth Story Categories
Data
Multimedia
Computer vision
Security
Interfaces
Language processing
Neural networks
|
Take
a look at all
available Making the Future reports.
View a four-page sample of the Making
the Future report (pdf).
|