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Cigdem Beyan

Post Doc
Postdoctoral Researcher

Research Line

Pattern Analysis and Computer Vision

Center

IIT Central Research Labs Genova

Contacts

GREAT Campus: Parco Scientifico e Tecnologico di Genova – Erzelli Via Enrico Melen, 83, 16152 Genova GE
+39 346 7664 779
Contact Me

About

Cigdem Beyan is a postdoctoral researcher at Istituto Italiano di Tecnologia (IIT), Pattern Analysis and Computer Vision (PAVIS) department since September 2015. In PAVIS-IIT, she has been working on nonverbal behaviour anlaysis during social interactions e.g. emergent leader detection in small groups and deception detection in-the-wild, which were realized using different machine learning techniques and audio/video processing.

She obtained her Ph.D. (2015) in School of Informatics (specializing Computer Vision and Pattern Recognition), University of Edinburgh, UK, under supervision of Prof. Robert B. Fisher. Her thesis was a part of EU project (FP7) called Fish4Knowledge, which includes fish behaviour understanding, trajectory analysis, anomaly detection, classification of imbalanced data, active learning and big data analysis.

Prior to that, she completed a MSc. (2010) in School of Informatics (specializing Computer Vision), Middle East Technical University, Turkey where she worked on multiple object tracking and abandoned object detection using thermal and visible band video data fusion.

She is a reviewer of most significant multimedia, affective computing, computer vision and pattern recognition journals including multiple IEEE Transactions, and IEEE/ACM conferences. She is a Guest Co-Editor of a special issue in Frontiers in Robotics and AI and in the Editorial Board of ICES Journal of Marine Science covering area of applications of computer vision and machine learning in marine science. Beyond her research background, she has a teaching experience (in Turkey and in UK) for 6 years as teaching assistant, guest lecturer, tutor, demonstrator and marker. Additionally, she became an Associate Fellow of the Higher Education Academy in recognition of attainment against the UK Professional Standards Framework for teaching and learning support in higher education in 2014.

Full info and publications could be retrieved by the CV downloadable below in this page.

Interests

Social Signal Processing Multi-modal Data Analysis Human/Animal Behavior Understanding Anomaly Detection Deep Learning Classification of Imbalanced Data Human-centered AI

Projects

IIT affiliated only (After September 2015)

1) Social Scene Understanding: Multi-Person Action Localization and Social Group Behavior Analysis

2) Multi-modal Identification of Leaders in Small Group Social Interactions

For more info: https://www.iit.it/pavis/datasets/leadershipCorpus

3) Deception Detection using Multi-modal (Deep/ Hand-crafted Nonverbal) Features

For more info: http://pavis.iit.it/projects/deception-detection

Selected Publications

Full list of publications:

https://scholar.google.com/citations?user=VmjUxckAAAAJ&hl=en

https://orcid.org/0000-0002-9583-0087

 

IIT affiliated publications are as follows:

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