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Advanced Concepts for Intelligent Vision Systems

18th International Conference, ACIVS 2017, Antwerp, Belgium, September 18-21, 2017, Proceedings

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Jacques Blanc-Talon

    1. DGA, Paris, France

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  2. Rudi Penne

    1. University of Antwerp, Antwerp, Belgium

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  3. Wilfried Philips

    1. Ghent University - imec, Ghent, Belgium

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  4. Dan Popescu

    1. CSIRO Data 61, Canberra, Australia

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  5. Paul Scheunders

    1. University of Antwerp, Wilrijk, Belgium

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10617)

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

Included in the following conference series:

Conference proceedings info: ACIVS 2017.

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Table of contents (63 papers)

  1. Front Matter

    Pages I-XVI
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  2. Human-Computer Interaction

    1. Front Matter

      Pages 1-1
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    2. A Two-Step Methodology for Human Pose Estimation Increasing the Accuracy and Reducing the Amount of Learning Samples Dramatically

      • Samir Azrour, Sébastien Piérard, Pierre Geurts, Marc Van Droogenbroeck
      Pages 3-14

    3. Body Related Occupancy Maps for Human Action Recognition

      • Sanne Roegiers, Gianni Allebosch, Peter Veelaert, Wilfried Philips
      Pages 15-27

    4. Facial Expression Recognition Using Local Region Specific Dense Optical Flow and LBP Features

      • Deepak Ghimire, Sang Hyun Park, Mi Jin Kim
      Pages 28-38

    5. Fully Automated Facial Expression Recognition Using 3D Morphable Model and Mesh-Local Binary Pattern

      • Hela Bejaoui, Haythem Ghazouani, Walid Barhoumi
      Pages 39-50

    6. Real Time Continuous Tracking of Dynamic Hand Gestures on a Mobile GPU

      • Robert Prior, David Capson, Alexandra Branzan Albu
      Pages 51-62

    7. Multi-camera Finger Tracking and 3D Trajectory Reconstruction for HCI Studies

      • Vadim Lyubanenko, Toni Kuronen, Tuomas Eerola, Lasse Lensu, Heikki Kälviäinen, Jukka Häkkinen
      Pages 63-74

    8. Full Screen Touch Detection for the Virtual Touch Screen

      • Katsuto Nakajima, Takafumi Igarashi
      Pages 75-86

  3. Classification and Recognition

    1. Front Matter

      Pages 87-87
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    2. Optimal Tiling Strategy for Memory Bandwidth Reduction for CNNs

      • Leonardo Cecconi, Sander Smets, Luca Benini, Marian Verhelst
      Pages 89-100

    3. Statistical Radial Binary Patterns (SRBP) for Bark Texture Identification

      • Safia Boudra, Itheri Yahiaoui, Ali Behloul
      Pages 101-113

    4. Object Tracking Using Deep Convolutional Neural Networks and Visual Appearance Models

      • Bogdan Mocanu, Ruxandra Tapu, Titus Zaharia
      Pages 114-125

    5. Sensing Forest for Pattern Recognition

      • Irina Burciu, Thomas Martinetz, Erhardt Barth
      Pages 126-137

    6. Analysis of Skeletal Shape Trajectories for Person Re-Identification

      • Amani Elaoud, Walid Barhoumi, Hassen Drira, Ezzeddine Zagrouba
      Pages 138-149

    7. Deep Learning on Underwater Marine Object Detection: A Survey

      • Md. Moniruzzaman, Syed Mohammed Shamsul Islam, Mohammed Bennamoun, Paul Lavery
      Pages 150-160

    8. A Novel and Accurate Local 3D Representation for Face Recognition

      • Soumaya Mathlouthi, Majdi Jribi, Faouzi Ghorbel
      Pages 161-169

    9. Human Face Detection Improvement Using Incremental Learning Based on Low Variance Directions

      • Takoua Kefi, Riadh Ksantini, Mohamed Bécha Kaâniche, Adel Bouhoula
      Pages 170-179

    10. Multi-view Pose Estimation with Flexible Mixtures-of-Parts

      • Emre Dogan, Gonen Eren, Christian Wolf, Eric Lombardi, Atilla Baskurt
      Pages 180-190

    11. Shearlet-Based Region Map Guidance for Improving Hyperspectral Image Classification

      • Mariem Zaouali, Sonia Bouzidi, Ezzeddine Zagrouba
      Pages 191-202
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About this book

This book constitutes the refereed proceedings of the 18th International Conference on Advanced Concepts for Intelligent Vision Systems, ACIVS 2017, held in Antwerp, Belgium, in September 2017.


The 63 full papers presented in this volume were carefully selected from 134 submissions. They deal with human-computer interaction; classification and recognition; navigation, mapping, robotics, and transports; video processing and retrieval; security, forensics, surveillance; and image processing.

Editors and Affiliations

  • DGA, Paris, France

    Jacques Blanc-Talon

  • University of Antwerp, Antwerp, Belgium

    Rudi Penne

  • Ghent University - imec, Ghent, Belgium

    Wilfried Philips

  • CSIRO Data 61, Canberra, Australia

    Dan Popescu

  • University of Antwerp, Wilrijk, Belgium

    Paul Scheunders

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