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Video Analytics for Audience Measurement

First International Workshop, VAAM 2014, Stockholm, Sweden, August 24, 2014. Revised Selected Papers

  • Conference proceedings
  • © 2014

Overview

Editors:
  1. Cosimo Distante

    1. National Research Council of Italy, Arnesano, Italy

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  2. Sebastiano Battiato

    1. Dipartimento di Matematica e Informatica, University of Catania IT, Catania, Italy

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  3. Andrea Cavallaro

    1. Queen Mary University of London, London, United Kingdom

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 8811)

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

Included in the following conference series:

Conference proceedings info: VAAM 2014.

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Table of contents (11 papers)

  1. Front Matter

    Pages I-X
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  3. Demographics

    1. Front Matter

      Pages 21-21
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    2. Pervasive Retail Strategy Using a Low-Cost Free Gaze Estimation System

      • Dario Cazzato, Marco Leo, Paolo Spagnolo, Cosimo Distante
      Pages 23-39

    3. Face Re-Identification for Digital Signage Applications

      • Giovanni Maria Farinella, Giuseppe Farioli, Sebastiano Battiato, Salvo Leonardi, Giovanni Gallo
      Pages 40-52

    4. Evaluation of LBP and HOG Descriptors for Clothing Attribute Description

      • Javier Lorenzo-Navarro, Modesto Castrillón, Enrique Ramón, David Freire
      Pages 53-65

    5. Features Descriptors for Demographic Estimation: A Comparative Study

      • Pierluigi Carcagnì, Marco Del Coco, Pier Luigi Mazzeo, Andrea Testa, Cosimo Distante
      Pages 66-85

    6. Comparison of Facial Alignment Techniques: With Test Results on Gender Classification Task

      • Tunç Güven Kaya, Engin Firat
      Pages 86-96

    7. Multi-view Face Detection with One Classifier for Video Analytics Systems

      • Tunç Güven Kaya, Engin Firat
      Pages 97-108

  4. Modelling Consumer Behaviour

    1. Front Matter

      Pages 109-109
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    2. Online Audience Measurement System Based on Machine Learning Techniques

      • Vladimir Khryashchev, Andrey Priorov, Alexander Ganin
      Pages 111-122

    3. Modelling In-Store Consumer Behaviour Using Machine Learning and Digital Signage Audience Measurement Data

      • Robert Ravnik, Franc Solina, Vesna Zabkar
      Pages 123-133

    4. Shopper Behaviour Analysis Based on 3D Situation Awareness Information

      • Satu-Marja Mäkelä, Sari Järvinen, Tommi Keränen, Mikko Lindholm, Elena Vildjiounaite
      Pages 134-145

    5. Shopper Analytics: A Customer Activity Recognition System Using a Distributed RGB-D Camera Network

      • Daniele Liciotti, Marco Contigiani, Emanuele Frontoni, Adriano Mancini, Primo Zingaretti, Valerio Placidi
      Pages 146-157

  5. Back Matter

    Pages 159-159
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Other volumes

  1. Video Analytics for Audience Measurement

Keywords

About this book

This book constitutes the refereed contest reports of the 1st International Workshop, VAAM 2014, held in Stockholm, Sweden, in August 2014. The 10 revised full papers presented were carefully reviewed and selected from 13 submissions. The aim of this workshop is to provide an overview of state of the art methods for audience measurements in retail and Digital Signage, end-users attraction, and stimulate the creation of appropriate benchmark dataset to be used as reference for the development of novel audience measurement algorithms. Papers are invited under the following topics: demographics and modeling consumer behaviour.

Editors and Affiliations

  • National Research Council of Italy, Arnesano, Italy

    Cosimo Distante

  • Dipartimento di Matematica e Informatica, University of Catania IT, Catania, Italy

    Sebastiano Battiato

  • Queen Mary University of London, London, United Kingdom

    Andrea Cavallaro

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