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Video Analytics. Face and Facial Expression Recognition and Audience Measurement

Third International Workshop, VAAM 2016, and Second International Workshop, FFER 2016, Cancun, Mexico, December 4, 2016, Revised Selected Papers

  • Conference proceedings
  • © 2017

Overview

Editors:
  1. Kamal Nasrollahi

    1. Aalborg University, Aalborg, Denmark

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  2. Cosimo Distante

    1. Institute of Applied Sciences and Intelligent Systems, Lecce, Italy

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  3. Gang Hua

    1. Stevens Institute of Technology, Hoboken, USA

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  4. Andrea Cavallaro

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

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  5. Thomas B. Moeslund

    1. Aalborg University, Aalborg, Denmark

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  6. Sebastiano Battiato

    1. Università di Catania, Catania, Italy

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  7. Qiang Ji

    1. Rensselaer Polytechnic Institute, Troy, USA

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Part of the book series: Lecture Notes in Computer Science (LNCS, volume 10165)

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

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Table of contents (14 papers)

  1. Front Matter

    Pages I-X
    Download chapter PDF

  2. Person Re-identification Dataset with RGB-D Camera in a Top-View Configuration

    • Daniele Liciotti, Marina Paolanti, Emanuele Frontoni, Adriano Mancini, Primo Zingaretti
    Pages 1-11

  3. Pervasive System for Consumer Behaviour Analysis in Retail Environments

    • Daniele Liciotti, Emanuele Frontoni, Adriano Mancini, Primo Zingaretti
    Pages 12-23

  4. Estimation of Task Difficulty and Habituation Effect While Visual Manipulation Using Pupillary Response

    • Asami Matsumoto, Yuta Tange, Atsushi Nakazawa, Toyoaki Nishida
    Pages 24-35

  5. Robust Probabilistic Logo Detection in Broadcast Videos for Audience Measurement

    • P. L. Mazzeo, M. Leo, P. Spagnolo, M. Del Coco, P. Carcagnì, C. Distante
    Pages 36-47

  6. Saliency Prediction for Visual Regions of Interest with Applications in Advertising

    • Shailee Jain, S. Sowmya Kamath
    Pages 48-60

  7. Person Invariant Classification of Subtle Facial Expressions Using Coded Movement Direction of Keypoints

    • Kosuke Sasaki, Manabu Hashimoto, Noriko Nagata
    Pages 61-72

  8. A Two-Directional Two-Dimensional PCA Correlation Filter in the Phase only Spectrum for Face Recognition in Video

    • Víctor E. Alonso, Rogerio Enríquez-Caldera, L. Enrique Sucar
    Pages 73-87

  9. End to End Deep Learning for Single Step Real-Time Facial Expression Recognition

    • Bhargava Reddy, Ye-Hoon Kim, Sojung Yun, Junik Jang, Soonhyuk Hong
    Pages 88-97

  10. Comparative Study of Human Age Estimation Based on Hand-Crafted and Deep Face Features

    • C. Belver, I. Arganda-Carreras, F. Dornaika
    Pages 98-112

  11. Pose-Selective Max Pooling for Measuring Similarity

    • Xiang Xiang, Trac D. Tran
    Pages 113-126

  12. Complementing SRCNN by Transformed Self-Exemplars

    • Andreas Aakerberg, Christoffer B. Rasmussen, Kamal Nasrollahi, Thomas B. Moeslund
    Pages 127-136

  13. Human Head Pose Estimation on SASE Database Using Random Hough Regression Forests

    • Iiris Lüsi, Sergio Escalera, Gholamreza Anbarjafari
    Pages 137-150

  14. Spatio-temporal Pain Recognition in CNN-Based Super-Resolved Facial Images

    • Marco Bellantonio, Mohammad A. Haque, Pau Rodriguez, Kamal Nasrollahi, Taisi Telve, Sergio Escalera et al.
    Pages 151-162

  15. Erratum to: Video Analytics

    • Kamal Nasrollahi, Cosimo Distante, Gang Hua, Andrea Cavallaro, Thomas B. Moeslund, Sebastiano Battiato et al.
    Pages E1-E1

  16. Back Matter

    Pages 163-163
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Other volumes

  1. Video Analytics. Face and Facial Expression Recognition and Audience Measurement

Keywords

About this book

This book constitutes the proceedings of the Third Workshop on Video Analytics for Audience Measurement, VAAM 2016, and the Second International Workshop on Face and Facial Expression Recognition from Real World Videos, FFER 2016, held at the 23rd International Conference on Pattern Recognition, ICPR 2016, in Cancun, Mexico, in December 2016. 

The 11 papers presented in this volume were carefully reviewed and selected from 13 submissions. They deal with: re-identification; consumer behavior analysis; utilizing pupillary response for task difficulty measurement; logo detection; saliency prediction; classification of facial expressions; face recognition; face verification; age estimation; super resolution; pose estimation; and pain recognition. 

Editors and Affiliations

  • Aalborg University, Aalborg, Denmark

    Kamal Nasrollahi, Thomas B. Moeslund

  • Institute of Applied Sciences and Intelligent Systems, Lecce, Italy

    Cosimo Distante

  • Stevens Institute of Technology, Hoboken, USA

    Gang Hua

  • Queen Mary University of London, London, United Kingdom

    Andrea Cavallaro

  • Università di Catania, Catania, Italy

    Sebastiano Battiato

  • Rensselaer Polytechnic Institute, Troy, USA

    Qiang Ji

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