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Cigdem Beyan

Observed names: Beyan, Cigdem, C. Beyan, CIGDEM BEYAN, Çigdem Beyan
Observed institutions: University of Bergamo, University of Verona, Başkent University, University of Trento, Middle East Technical University, Italian Institute of Technology, Provincia Autonoma di Trento, University of Genoa, University of Edinburgh
ORCID: 0000-0002-9583-0087
Observed ORCID: 0000-0002-9583-0087
OpenAlex ID: A5057859690
Classifying imbalanced data sets using similarity based hierarchical decomposition
2014 · Cigdem Beyan, Robert Fisher · Pattern Recognition · 153
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A research tool for long-term and continuous analysis of fish assemblage in coral-reefs using underwater camera footage
2013 · Bastiaan J. Boom, Jiyin He, et al. · Ecological Informatics · 144
Pattern Recognition (ICPR), 2012 21st International Conference on
2012 · Cigdem Beyan, Bob Fisher · 143
Prediction of the Leadership Style of an Emergent Leader Using Audio and Visual Nonverbal Features
2017 · Cigdem Beyan, Francesca Capozzi, et al. · IEEE Transactions on Multimedia · 65
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Setting the stage for the machine intelligence era in marine science
2020 · Cigdem Beyan, Howard I Browman · ICES Journal of Marine Science · 64
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Exploring Diffusion Models for Unsupervised Video Anomaly Detection
2023 · Anil Osman Tur, Nicola Dall’Asen, et al. · Proceedings - International Conference on Image Processing · 59
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Tracking the Leader: Gaze Behavior in Group Interactions
2019 · Francesca Capozzi, Cigdem Beyan, et al. · iScience · 51
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Object-aware Gaze Target Detection
2023 · Francesco Tonini, Nicola Dall’Asen, et al. · IEEE/CVF International Conference on Computer Vision (ICCV) · 50
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Adaptive mean-shift for automated multi object tracking
2012 · C. Beyan, A. Temizel · IET Computer Vision · 49
Long-term underwater camera surveillance for monitoring and analysis of fish populations
2012 · Boom, Bastiaan, Huang, Phoenix, et al. · Data Archiving and Networked Services (DANS) · 48
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Detecting emergent leader in a meeting environment using nonverbal visual features only
2016 · Cigdem Beyan, Nicolò Carissimi, et al. · INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION · 45
Personality Traits Classification Using Deep Visual Activity-Based Nonverbal Features of Key-Dynamic Images
2019 · Cigdem Beyan, Andrea Zunino, et al. · IEEE Transactions on Affective Computing · 37
Detecting abnormal fish trajectories using clustered and labeled data
2013 · Cigdem Beyan, Robert B. Fisher · Proceedings - International Conference on Image Processing · 36
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Detection of Abnormal Fish Trajectories Using a Clustering Based Hierarchical Classifier
2013 · Cigdem Beyan, Robert Fisher · British Machine Vision Conference (BMVC) · 35
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Subspace clustering for action recognition with covariance representations and temporal pruning
2021 · Beyan, Cigdem · Aisberg (University of Bergamo) · 34
S-VVAD: Visual Voice Activity Detection by Motion Segmentation
2021 · Muhammad Shahid, Cigdem Beyan, et al. · IEEE Winter Conference on Applications of Computer Vision · 32
Moving as a Leader
2017 · Cigdem Beyan, Vasiliki-Maria Katsageorgiou, et al. · ACM International Conference on Multimedia (ACM MM) · 30
Multimodal Across Domains Gaze Target Detection
2022 · Francesco Tonini, Cigdem Beyan, et al. · INTERNATIONAL CONFERENCE ON MULTIMODAL INTERACTION · 28
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Extracting statistically significant behaviour from fish tracking data with and without large dataset cleaning
2017 · Cigdem Beyan, Vasiliki‐Maria Katsageorgiou, et al. · IET Computer Vision · 28
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Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations
2023 · Anil Osman Tur, Nicola Dall’Asen, et al. · Lecture notes in computer science · 25
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Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss
2022 · Riccardo Franceschini, Enrico Fini, et al. · Proceedings - International Conference on Pattern Recognition/Proceedings/International Conference on Pattern Recognition · 24
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RealVAD: A Real-World Dataset and A Method for Voice Activity Detection by Body Motion Analysis
2020 · Cigdem Beyan, Muhammad Shahid, et al. · IEEE Transactions on Multimedia · 24
A Multi-View Learning Approach to Deception Detection
2018 · Nicolo Carissimi, Cigdem Beyan, et al. · International Conference on Automatic Face and Gesture Recognition · 24
Co-Located Human–Human Interaction Analysis Using Nonverbal Cues: A Survey
2023 · Cigdem Beyan, Alessandro Vinciarelli, et al. · ACM Computing Surveys · 23
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Modeling Multiple Temporal Scales of Full-Body Movements for Emotion Classification
2021 · Cigdem Beyan, Sukumar Karumuri, et al. · IEEE Transactions on Affective Computing · 23
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Works count: 118
Citation count: 1,648
H-index: 23
I10-index: 41
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