Robust motion detection in real-life scenarios /

Bibliographic Details
Main Author: Martínez-Martín, Ester
Other Authors: Pobil, Angel Pasqual del
Format: eBook
Language:English
Published: London ; New York : Springer, [2012]
Series:SpringerBriefs in computer science.
Subjects:
Online Access:Connect to the full text of this electronic book

MARC

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245 1 0 |a Robust motion detection in real-life scenarios /  |c Ester Martínez-Martín, Ángel P. del Pobil. 
264 1 |a London ;  |a New York :  |b Springer,  |c [2012] 
264 4 |c ©2012 
300 |a 1 online resource (xii, 108 pages) :  |b illustrations (some color) 
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490 1 |a SpringerBriefs in computer science,  |x 2191-5768 
500 |a Description based upon print version of record. 
504 |a Includes bibliographical references. 
505 0 |a Robust Motion Detectionin Real-Life Scenarios; Preface; Acknowledgments; Contents; 1 Introduction; 1.1 Background Subtraction Overview; References; 2 Motion Detection in Static Backgrounds; 2.1 State of the Art; 2.2 Combination of Difference Approach; 2.3 Experimental Results; 2.3.1 Principles for Performance Evaluation and Comparison; 2.3.2 Experimental Results Over Image Datasets; 2.3.3 Experimental Results Over Our Own Dataset; 2.4 Conclusions; References; 3 Motion Detection in General Backgrounds; 3.1 State of the Art; 3.2 Mixture of Differences (MoD) Approach; 3.2.1 Training Period 
505 8 |a 3.2.2 Segmentation Period3.3 Experimental Results; 3.3.1 Experimental Results Over Image Datasets; 3.3.2 Experimental Results Over Our Own Dataset; 3.4 Conclusions; References; 4 Applications; 4.1 Biological Studies; 4.1.1 Introduction; 4.1.2 Animal Communication Analysis; 4.2 Traffic Flow Monitoring; 4.3 Human Action Recognition; 4.3.1 Introduction; 4.3.2 Sports Video Analysis; References; 5 Appendix: Computer Vision Concepts; 5.1 Color Spaces; 5.1.1 RGB Space; 5.1.2 HSI Color Space; 5.1.3 CIE Lab Space; 5.2 Thresholding Methods; 5.2.1 Basic Thresholding; 5.2.2 Band Thresholding 
505 8 |a 5.3 Connected Component Labeling5.4 Convolution; 5.5 Morphological Operations; 5.5.1 Basic Operations; References; 
500 |a Electronic resource. 
650 0 |a Computer vision. 
650 0 |a Optical pattern recognition. 
650 0 |a Image processing  |x Digital techniques. 
655 0 |a Electronic books. 
700 1 |a Pobil, Angel Pasqual del. 
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