• Gabriela Ramírez
  • Esaú Villatoro
  • Bogdan Ionescu
  • Hugo Jair Escalante
  • Sergio Escalera
  • Martha Larson
  • Henning Müller
  • Isabelle Guyon

Progress in the autonomous analysis of human behavior from multimodal information has lead to very effective methods able to deal with problems like action/gesture/activity recognition, pose estimation, opinion mining, user tailored retrieval, etc. However, it is only recently that the community has been starting to look into related problems associated with more complex behavior, including personality analysis, deception detection, among others. We organized an academic contest co-located with ICPR2018 running two tasks in this direction. On the one hand, we organized an information fusion task in the context of multimodal image retrieval in social media. On the other hand, we ran another task in which we aim to infer personality traits from written essays, including textual and handwritten information. This paper describes both tasks, detailing for each of them the associated problem, data sets, evaluation metrics and protocol, as well as an analysis of the performance of simple baselines.

Original languageEnglish
Title of host publicationPattern Recognition and Information Forensics
Subtitle of host publicationICPR 2018 International Workshops, CVAUI, IWCF, and MIPPSNA, Revised Selected Papers
EditorsNicolas Sidère, Zhaoxiang Zhang, Yingli Tian, Hugo Jair Escalante, David Suter, Alexandra Branzan Albu
Place of PublicationCham
PublisherSpringer
Pages127-139
Number of pages13
ISBN (Electronic)978-3-030-05792-3
ISBN (Print)978-303005791-6
DOIs
Publication statusPublished - 2019
Event3rd International Workshop on Computer Vision for Analysis of Underwater Imagery, CVAUI 2018, 7th International Workshop on Computational Forensics, IWCF 2018, and International Workshop on Multimedia Information Processing for Personality and Social Networks Analysis, MIPPSNA 2018 held at 24th International Conference on Pattern Recognition, ICPR 2018 - Beijing, China
Duration: 20 Aug 201824 Aug 2018

Publication series

NameLecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics)
Volume11188 LNCS
ISSN (Print)0302-9743
ISSN (Electronic)1611-3349

Conference

Conference3rd International Workshop on Computer Vision for Analysis of Underwater Imagery, CVAUI 2018, 7th International Workshop on Computational Forensics, IWCF 2018, and International Workshop on Multimedia Information Processing for Personality and Social Networks Analysis, MIPPSNA 2018 held at 24th International Conference on Pattern Recognition, ICPR 2018
CountryChina
CityBeijing
Period20/08/1824/08/18

    Research areas

  • Handwritten recognition, Information fusion, Multimedia information processing, Personality analysis, Social networks

ID: 51369005