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Progress in pattern recognition, image analysis, computer vision, and applications : 21st Iberoamerican Congress, CIARP 2016, Lima, Peru, November 8-11, 2016, Proceedings / César Beltrán-Castañón, Ingela Nyström, Fazel Famili (eds.).

By: Contributor(s): Material type: TextTextSeries: Lecture notes in computer science ; 10125. | LNCS sublibrary. SL 6, Image processing, computer vision, pattern recognition, and graphics.Publisher: Cham, Switzerland : Springer, 2017Description: 1 online resource (xviii, 541 pages) : illustrationsContent type:
  • text
Media type:
  • computer
Carrier type:
  • online resource
ISBN:
  • 9783319522777
  • 3319522779
Other title:
  • CIARP 2016
Subject(s): Genre/Form: Additional physical formats: Print version:: Progress in pattern recognition, image analysis, computer vision, and applications.DDC classification:
  • 006.4 23
LOC classification:
  • Q337.5
Online resources:
Contents:
Intro -- Preface -- Organization -- Contents -- Direction-Based Segmentation of Retinal Blood Vessels -- Abstract -- 1 Introduction -- 2 Building the Direction Map DMG -- 3 The Segmentation Method -- 4 Experimental Results and Concluding Remarks -- References -- Identifying Aedes aegypti Mosquitoes by Sensors and One-Class Classifiers -- 1 Introduction -- 2 Optical Sensor and Insect Data -- 2.1 Data Collection -- 2.2 Feature Extraction -- 3 One-Class Classification -- 4 Experimental Evaluation -- 5 Conclusion -- References
Partial Matching of Finger Vein Patterns Based on Point Sets Alignment and Directional Information -- Abstract -- 1 Introduction -- 2 The Proposed Approach -- 3 Experiments and Results -- 4 Conclusion -- References -- Highly Transparent and Secure Scheme for Concealing Text Within Audio -- 1 Introduction -- 2 Proposed Audio Steganography Model -- 2.1 Embedding Module -- 2.2 Recovering Module -- 3 Experimental Results and Discussion -- 3.1 Transparency -- 3.2 Security -- 4 Conclusion -- References -- Spatio-Colour Asplünd's Metric and Logarithmic Image Processing for Colour Images (LIPC)
1 Introduction -- 2 Prerequisites -- 2.1 LIPC Model -- 2.2 Marginal Asplünd's Metric for Colour and Multivariate Images -- 3 Asplünd's Metric Defined in the Logarithmic Image Processing Colour (LIPC) Framework -- 4 Examples -- 5 Conclusion and Perspectives -- References -- Two Compound Random Field Texture Models -- 1 Introduction -- 2 Compound Random Field Texture Models -- 2.1 Region Switching Model -- 2.2 Local Markov Models -- 3 Experiments -- 4 Conclusion -- References -- An Automatic Tortoise Specimen Recognition -- 1 Introduction -- 2 Discriminative Tortoise Features
3 Automatic Detection of Tortoise Features -- 3.1 Plastron Localization -- 3.2 Central Seam Junctions Localization -- 4 Tortoise Classification -- 5 Experimental Results -- 5.1 Feature Discriminability Validation -- 5.2 Classification of Automatically Measured Features -- 6 Conclusion -- References -- Autonomous Scanning of Structural Elements in Buildings -- Abstract -- 1 Introduction: Key Points and Contributions -- 2 A Brief Overview of the Method -- 3 Structural Elements Recognition -- 3.1 Finding the Region of Interest -- 3.2 Structural Elements Classification -- 4 NBS
5 Test and Experimental Comparison -- 6 Conclusions -- Acknowledgements -- References -- Parallel Integer Motion Estimation for High Efficiency Video Coding (HEVC) Using OpenCL -- 1 Introduction -- 2 Parallel Integer Motion Estimation -- 2.1 Distortion Measure Calculations -- 2.2 Distortion Measure Accumulations -- 2.3 Estimating Minima of Rate-Distortion -- 2.4 GPU and CPU Communication -- 3 Experimental Evaluation -- 3.1 Experimental Setup and Encoder Configuration -- 3.2 Experimental Results -- 4 Conclusions -- References
Summary: This book constitutes the refereed post-conference proceedings of the 21st Iberoamerican Congress on Pattern Recognition, CIARP 2016, held in Lima, Peru, in November 2016. The 69 papers presented were carefully reviewed and selected from 131 submissions. The papers feature research results in the areas of pattern recognition, biometrics, image processing, computer vision, speech recognition, and remote sensing. They constitute theoretical as well as applied contributions in many fields related to the main topics of the conference.
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International conference proceedings.

Includes author index.

Online resource; title from PDF title page (SpringerLink, viewed February 23, 2017).

This book constitutes the refereed post-conference proceedings of the 21st Iberoamerican Congress on Pattern Recognition, CIARP 2016, held in Lima, Peru, in November 2016. The 69 papers presented were carefully reviewed and selected from 131 submissions. The papers feature research results in the areas of pattern recognition, biometrics, image processing, computer vision, speech recognition, and remote sensing. They constitute theoretical as well as applied contributions in many fields related to the main topics of the conference.

Includes bibliographical references and author index.

Intro -- Preface -- Organization -- Contents -- Direction-Based Segmentation of Retinal Blood Vessels -- Abstract -- 1 Introduction -- 2 Building the Direction Map DMG -- 3 The Segmentation Method -- 4 Experimental Results and Concluding Remarks -- References -- Identifying Aedes aegypti Mosquitoes by Sensors and One-Class Classifiers -- 1 Introduction -- 2 Optical Sensor and Insect Data -- 2.1 Data Collection -- 2.2 Feature Extraction -- 3 One-Class Classification -- 4 Experimental Evaluation -- 5 Conclusion -- References

Partial Matching of Finger Vein Patterns Based on Point Sets Alignment and Directional Information -- Abstract -- 1 Introduction -- 2 The Proposed Approach -- 3 Experiments and Results -- 4 Conclusion -- References -- Highly Transparent and Secure Scheme for Concealing Text Within Audio -- 1 Introduction -- 2 Proposed Audio Steganography Model -- 2.1 Embedding Module -- 2.2 Recovering Module -- 3 Experimental Results and Discussion -- 3.1 Transparency -- 3.2 Security -- 4 Conclusion -- References -- Spatio-Colour Asplünd's Metric and Logarithmic Image Processing for Colour Images (LIPC)

1 Introduction -- 2 Prerequisites -- 2.1 LIPC Model -- 2.2 Marginal Asplünd's Metric for Colour and Multivariate Images -- 3 Asplünd's Metric Defined in the Logarithmic Image Processing Colour (LIPC) Framework -- 4 Examples -- 5 Conclusion and Perspectives -- References -- Two Compound Random Field Texture Models -- 1 Introduction -- 2 Compound Random Field Texture Models -- 2.1 Region Switching Model -- 2.2 Local Markov Models -- 3 Experiments -- 4 Conclusion -- References -- An Automatic Tortoise Specimen Recognition -- 1 Introduction -- 2 Discriminative Tortoise Features

3 Automatic Detection of Tortoise Features -- 3.1 Plastron Localization -- 3.2 Central Seam Junctions Localization -- 4 Tortoise Classification -- 5 Experimental Results -- 5.1 Feature Discriminability Validation -- 5.2 Classification of Automatically Measured Features -- 6 Conclusion -- References -- Autonomous Scanning of Structural Elements in Buildings -- Abstract -- 1 Introduction: Key Points and Contributions -- 2 A Brief Overview of the Method -- 3 Structural Elements Recognition -- 3.1 Finding the Region of Interest -- 3.2 Structural Elements Classification -- 4 NBS

5 Test and Experimental Comparison -- 6 Conclusions -- Acknowledgements -- References -- Parallel Integer Motion Estimation for High Efficiency Video Coding (HEVC) Using OpenCL -- 1 Introduction -- 2 Parallel Integer Motion Estimation -- 2.1 Distortion Measure Calculations -- 2.2 Distortion Measure Accumulations -- 2.3 Estimating Minima of Rate-Distortion -- 2.4 GPU and CPU Communication -- 3 Experimental Evaluation -- 3.1 Experimental Setup and Encoder Configuration -- 3.2 Experimental Results -- 4 Conclusions -- References

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