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Pattern Recognition and Information Forensics

ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Beijing, China, August 20-24, 2018, Revised Selected Papers

  • Conference proceedings
  • © 2019

Overview

Editors:
  1. Zhaoxiang Zhang

    1. Chinese Academy of Sciences, Beijing, China

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  2. David Suter

    1. University of Adelaide, North Terrace, Australia

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  3. Yingli Tian

    1. City College of New York, New York, USA

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  4. Alexandra Branzan Albu

    1. University of Victoria, Victoria, Canada

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  5. Nicolas Sidère

    1. University of La Rochelle, La Rochelle, France

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  6. Hugo Jair Escalante

    1. National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 11188)

Part of the book sub series: Image Processing, Computer Vision, Pattern Recognition, and Graphics (LNIP)

Included in the following conference series:

Conference proceedings info: ICPR 2018.

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Table of contents (16 papers)

  1. Front Matter

    Pages I-XXIV
    Download chapter PDF

  2. Computer Vision for Analysis of Underwater Imagery (CVAUI 2018)

    1. Front Matter

      Pages 1-3
      Download chapter PDF

    2. Deep Active Learning for In Situ Plankton Classification

      • Erik Bochinski, Ghassen Bacha, Volker Eiselein, Tim J. W. Walles, Jens C. Nejstgaard, Thomas Sikora
      Pages 5-15

    3. Marine Snow Removal Using a Fully Convolutional 3D Neural Network Combined with an Adaptive Median Filter

      • Michał Koziarski, Bogusław Cyganek
      Pages 16-25

    4. Strategies for Tackling the Class Imbalance Problem in Marine Image Classification

      • Daniel Langenkämper, Robin van Kevelaer, Tim W. Nattkemper
      Pages 26-36

    5. An Online Platform for Underwater Image Quality Evaluation

      • Chau Yi Li, Riccardo Mazzon, Andrea Cavallaro
      Pages 37-44

    6. Tracking Sponge Size and Behaviour with Fixed Underwater Observatories

      • Torben Möller, Ingunn Nilssen, Tim Wilhelm Nattkemper
      Pages 45-54

    7. Enhancement of Low-Lighting Underwater Images Using Dark Channel Prior and Fast Guided Filters

      • Tunai Porto Marques, Alexandra Branzan Albu, Maia Hoeberechts
      Pages 55-65

    8. Underwater-GAN: Underwater Image Restoration via Conditional Generative Adversarial Network

      • Xiaoli Yu, Yanyun Qu, Ming Hong
      Pages 66-75

    9. Single Image Plankton 3D Reconstruction from Extended Depth of Field Shadowgraph

      • Claudius Zelenka, Reinhard Koch
      Pages 76-85

  3. International Workshop on Computational Forensics (IWCF 2018)

    1. Front Matter

      Pages 87-88
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    2. A Novel Method for Race Determination of Human Skulls

      • Casper Oakley, Li Bai, Iman Yi Liao, Olasimbo Arigbabu, Nurliza Abdullah, Mohamad Helmee Mohamad Noor
      Pages 89-102

    3. Anchored Kernel Hashing for Cancelable Template Protection for Cross-Spectral Periocular Data

      • Kiran B. Raja, R. Raghavendra, Christoph Busch
      Pages 103-116

    4. Categorization of Document Image Tampering Techniques and How to Identify Them

      • Francisco Cruz, Nicolas Sidère, Mickaël Coustaty, Vincent Poulain d’Andecy, Jean-Marc Ogier
      Pages 117-124

  4. Multimedia Information Processing for Personality and Social Networks Analysis Workshop (MIPPSNA 2018)

    1. Front Matter

      Pages 125-126
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    2. Overview of the Multimedia Information Processing for Personality & Social Networks Analysis Contest

      • Gabriela Ramírez, Esaú Villatoro, Bogdan Ionescu, Hugo Jair Escalante, Sergio Escalera, Martha Larson et al.
      Pages 127-139

    3. Handwritten Texts for Personality Identification Using Convolutional Neural Networks

      • José E. Valdez-Rodríguez, Hiram Calvo, Edgardo M. Felipe-Riverón
      Pages 140-145

    4. Recognition of Apparent Personality Traits from Text and Handwritten Images

      • Ernesto Pérez Costa, Luis Villaseñor-Pienda, Eduardo Morales, Hugo Jair Escalante
      Pages 146-152

    5. Multimodal Database of Emotional Speech, Video and Gestures

      • Tomasz Sapiński, Dorota Kamińska, Adam Pelikant, Cagri Ozcinar, Egils Avots, Gholamreza Anbarjafari
      Pages 153-163

    6. From Text to Speech: A Multimodal Cross-Domain Approach for Deception Detection

      • Rodrigo Rill-García, Luis Villaseñor-Pineda, Verónica Reyes-Meza, Hugo Jair Escalante
      Pages 164-177
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  1. Pattern Recognition and Information Forensics

Keywords

About this book

This book constitutes the refereed post-conference proceedings of 3 workshops, held at the 24th International Conference on Pattern Recognition, Beijing, China, in August 2018: the Third International Workshop on Computer Vision for Analysis of Underwater Imagery, CVAUI 2018, the 7th International Workshop on Computational Forensics, IWCF 2018, and the International Workshop on Multimedia Information Processing for Personality and Social Networks Analysis, MIPPSNA 2018.
The 16 full papers presented in this book were carefully reviewed and selected from 23 submissions. 
CVAUI Workshop: The analysis of underwater imagery imposes a series of unique challenges, which need to be tackled by the computer vision community in collaboration with biologists and ocean scientists. IWCF Workshop: With the advent of high-end technology, fraudulent efforts are on rise in many areas of our daily life, may it be fake paper documents, forgery in the digital domain or copyright infringement. 
In solving the related criminal cases use of pattern recognition (PR) principles is also gaining an important place because of their ability in successfully assisting the forensic experts to solve many of such cases. 
MIPPSNA Workshop: Its goal is to compile the latest research advances on the analysis of multimodal information for facing problems that are not visually obvious, this is, problems for which the sole visual analysis is insufficient to provide a satisfactory solution.


Editors and Affiliations

  • Chinese Academy of Sciences, Beijing, China

    Zhaoxiang Zhang

  • University of Adelaide, North Terrace, Australia

    David Suter

  • City College of New York, New York, USA

    Yingli Tian

  • University of Victoria, Victoria, Canada

    Alexandra Branzan Albu

  • University of La Rochelle, La Rochelle, France

    Nicolas Sidère

  • National Institute of Astrophysics, Optics and Electronics, Puebla, Mexico

    Hugo Jair Escalante

Bibliographic Information

  • Book Title: Pattern Recognition and Information Forensics

  • Book Subtitle: ICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Beijing, China, August 20-24, 2018, Revised Selected Papers

  • Editors: Zhaoxiang Zhang, David Suter, Yingli Tian, Alexandra Branzan Albu, Nicolas Sidère, Hugo Jair Escalante

  • Series Title: Lecture Notes in Computer Science

  • DOI: https://doi.org/10.1007/978-3-030-05792-3

  • Publisher: Springer Cham

  • eBook Packages: Computer Science, Computer Science (R0)

  • Copyright Information: Springer Nature Switzerland AG 2019

  • Softcover ISBN: 978-3-030-05791-6Published: 19 December 2018

  • eBook ISBN: 978-3-030-05792-3Published: 02 January 2019

  • Series ISSN: 0302-9743

  • Series E-ISSN: 1611-3349

  • Edition Number: 1

  • Number of Pages: XXIV, 179

  • Number of Illustrations: 20 b/w illustrations, 67 illustrations in colour

  • Topics: Image Processing and Computer Vision, Pattern Recognition, Computer Graphics

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