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Motion-Based Recognition

Author: Mubarak Shah; Rameśa Jaina
Publisher: Dordrecht : Springer Netherlands, 1997.
Series: Computational imaging and vision, 9.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
Motion-based recognition deals with the recognition of an object and/or its motion, based on motion in a series of images. In this approach, a sequence containing a large number of frames is used to extract motion information. The advantage is that a longer sequence leads to recognition of higher level motions, like walking or running, which consist of a complex and coordinated series of events. Unlike much previous  Read more...
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Details

Genre/Form: Electronic books
Additional Physical Format: Print version:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Mubarak Shah; Rameśa Jaina
ISBN: 9789401589352 9401589356
OCLC Number: 851391817
Description: 1 online resource (xiv, 373 pages).
Contents: 1 Visual Recognition of Activities, Gestures, Facial Expressions and Speech: An Introduction and a Perspective --
I Human Activity Recognition --
2 Estimating Image Motion Using Temporal Multi-Scale Models of Flow and Acceleration --
3 Learning Reformable Models for Tracking the Human Body --
4 Cyclic Motion Analysis Using the Period Trace --
5 Temporal Texture and Activity Recognition --
6 Action Recognition Using Temporal Templates --
7 Human Activity Recognition --
8 Human Movement Analysis Based on Explicit Motion Models --
II Gesture Recognition and Facial Expression Recognition --
9 State-Based Recognition of Gesture --
10 Real-Time American Sign Language Recognition from Video Using Hidden Markov Models --
11 Recognizing Human Motion Using Parameterized Models of Optical Flow --
12 Facial Expression Recognition Using Image Motion --
III Lipreading --
13 Learning Visual Models for Lipreading --
14 Continuous Automatic Speech Recognition by Lipreading --
15 Visually Recognizing Speech Using Eigensequences.
Series Title: Computational imaging and vision, 9.
Responsibility: edited by Mubarak Shah, Ramesh Jain.

Abstract:

Motion-based recognition deals with the recognition of an object and/or its motion, based on motion in a series of images.  Read more...

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