Fusion of thermal- and visible-band video for abandoned object detection. - Cigdem Beyan; Ahmet Yigit; Alptekin Temizel (J. Electronic Imaging, 2011)

A filtering mechanism for normal fish trajectories. - Cigdem Beyan; Robert B. Fisher (ICPR, 2012)

Event detection in underwater domain by exploiting fish trajectory clustering. - Simone Palazzo; Concetto Spampinato; Cigdem Beyan (MAED@ACM Multimedia, 2012)

Detection of Abnormal Fish Trajectories Using a Clustering Based Hierarchical Classifier. - Cigdem Beyan; Robert B. Fisher (BMVC, 2013)

Detecting abnormal fish trajectories using clustered and labeled data. - Cigdem Beyan; Robert B. Fisher (ICIP, 2013)

A research tool for long-term and continuous analysis of fish assemblage in coral-reefs using underwater camera footage. - Bastiaan Johannes Boom; Jiyin He; Simone Palazzo; Phoenix X. Huang; Cigdem Beyan; Hsiu-Mei Chou; Fang-Pang Lin; Concetto Spampinato; Robert B. Fisher (Ecol. Informatics, 2014)

A rule-based event detection system for real-life underwater domain. - Concetto Spampinato; Emmanuelle Beauxis-Aussalet; Simone Palazzo; Cigdem Beyan; Jacco van Ossenbruggen; Jiyin He; Bas Boom; Xuan Huang (Mach. Vis. Appl., 2014)

Applying semi-synchronised task farming to large-scale computer vision problems. - Steven McDonagh 001; Cigdem Beyan; Phoenix X. Huang; Robert B. Fisher (Int. J. High Perform. Comput. Appl., 2015)

Classifying imbalanced data sets using similarity based hierarchical decomposition. - Cigdem Beyan; Robert B. Fisher (Pattern Recognit., 2015)

Identification of emergent leaders in a meeting scenario using multiple kernel learning. - Cigdem Beyan; Francesca Capozzi; Cristina Becchio; Vittorio Murino (ASSP4MI@ICMI, 2016)

Detecting emergent leader in a meeting environment using nonverbal visual features only. - Cigdem Beyan; Nicolò Carissimi; Francesca Capozzi; Sebastiano Vascon; Matteo Bustreo; Antonio Pierro; Cristina Becchio; Vittorio Murino (ICMI, 2016)

Fish Behavior Analysis. - Cigdem Beyan (Fish4Knowledge, 2016)

Multi-task learning of social psychology assessments and nonverbal features for automatic leadership identification. - Cigdem Beyan; Francesca Capozzi; Cristina Becchio; Vittorio Murino (ICMI, 2017)

Moving as a Leader: Detecting Emergent Leadership in Small Groups using Body Pose. - Cigdem Beyan; Vasiliki-Maria Katsageorgiou; Vittorio Murino (ACM Multimedia, 2017)

Filling the Gaps: Predicting Missing Joints of Human Poses Using Denoising Autoencoders. - Nicolò Carissimi; Paolo Rota; Cigdem Beyan; Vittorio Murino (ECCV Workshops (2), 2018)

A Multi-View Learning Approach to Deception Detection. - Nicolò Carissimi; Cigdem Beyan; Vittorio Murino (FG, 2018)

Investigation of Small Group Social Interactions Using Deep Visual Activity-Based Nonverbal Features. - Cigdem Beyan; Muhammad Shahid 002; Vittorio Murino (ACM Multimedia, 2018)

Extracting statistically significant behaviour from fish tracking data with and without large dataset cleaning. - Cigdem Beyan; Vasiliki-Maria Katsageorgiou; Robert B. Fisher (IET Comput. Vis., 2018)

Prediction of the Leadership Style of an Emergent Leader Using Audio and Visual Nonverbal Features. - Cigdem Beyan; Francesca Capozzi; Cristina Becchio; Vittorio Murino (IEEE Trans. Multim., 2018)

Voice Activity Detection by Upper Body Motion Analysis and Unsupervised Domain Adaptation. - Muhammad Shahid 002; Cigdem Beyan; Vittorio Murino (ICCV Workshops, 2019)

Comparisons of Visual Activity Primitives for Voice Activity Detection. - Muhammad Shahid 002; Cigdem Beyan; Vittorio Murino (ICIAP (1), 2019)

A Sequential Data Analysis Approach to Detect Emergent Leaders in Small Groups. - Cigdem Beyan; Vasiliki-Maria Katsageorgiou; Vittorio Murino (IEEE Trans. Multim., 2019)

Analysis of Face-Touching Behavior in Large Scale Social Interaction Dataset. - Cigdem Beyan; Matteo Bustreo; Muhammad Shahid 002; Gian Luca Bailo; Nicolò Carissimi; Alessio Del Bue (ICMI, 2020)

Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning. - Giancarlo Paoletti; Jacopo Cavazza; Cigdem Beyan; Alessio Del Bue (ICPR, 2020)

Editorial: Computational Approaches for Human-Human and Human-Robot Social Interactions. - Cigdem Beyan; Vittorio Murino; Gentiane Venture; Agnieszka Wykowska (Frontiers Robotics AI, 2020)

RealVAD: A Real-world Dataset for Voice Activity Detection. - Cigdem Beyan; Muhammad Shahid 002; Vittorio Murino (Zenodo, 2020)

Unsupervised Human Action Recognition with Skeletal Graph Laplacian and Self-Supervised Viewpoints Invariance. - Giancarlo Paoletti; Jacopo Cavazza; Cigdem Beyan; Alessio Del Bue (BMVC, 2021)

Predicting Gaze from Egocentric Social Interaction Videos and IMU Data. - Sanket Kumar Thakur; Cigdem Beyan; Pietro Morerio; Alessio Del Bue (ICMI, 2021)

S-VVAD: Visual Voice Activity Detection by Motion Segmentation. - Muhammad Shahid 002; Cigdem Beyan; Vittorio Murino (WACV, 2021)

Estimating Presentation Competence using Multimodal Nonverbal Behavioral Cues. - Ömer Sümer; Cigdem Beyan; Fabian Ruth; Olaf Kramer; Ulrich Trautwein; Enkelejda Kasneci (CoRR, 2021)

Personality Traits Classification Using Deep Visual Activity-Based Nonverbal Features of Key-Dynamic Images. - Cigdem Beyan; Andrea Zunino; Muhammad Shahid 002; Vittorio Murino (IEEE Trans. Affect. Comput., 2021)

RealVAD: A Real-World Dataset and A Method for Voice Activity Detection by Body Motion Analysis. - Cigdem Beyan; Muhammad Shahid 002; Vittorio Murino (IEEE Trans. Multim., 2021)

Multimodal Across Domains Gaze Target Detection. - Francesco Tonini; Cigdem Beyan; Elisa Ricci 001 (ICMI, 2022)

Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss. - Riccardo Franceschini; Enrico Fini; Cigdem Beyan; Alessandro Conti; Federica Arrigoni; Elisa Ricci 001 (ICPR, 2022)

Graph Laplacian-Improved Convolutional Residual Autoencoder for Unsupervised Human Action and Emotion Recognition. - Giancarlo Paoletti; Cigdem Beyan; Alessio Del Bue (IEEE Access, 2022)

Face-to-Face Co-Located Human-Human Social Interaction Analysis using Nonverbal Cues: A Survey. - Cigdem Beyan; Alessandro Vinciarelli; Alessio Del Bue (CoRR, 2022)

Object-aware Gaze Target Detection. - Francesco Tonini; Nicola Dall'Asen; Cigdem Beyan; Elisa Ricci 001 (ICCV, 2023)

Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations. - Anil Osman Tur; Nicola Dall'Asen; Cigdem Beyan; Elisa Ricci 001 (ICIAP (2), 2023)

Enhancing Next Active Object-Based Egocentric Action Anticipation with Guided Attention. - Sanket Kumar Thakur; Cigdem Beyan; Pietro Morerio; Vittorio Murino; Alessio Del Bue (ICIP, 2023)

Exploring Diffusion Models for Unsupervised Video Anomaly Detection. - Anil Osman Tur; Nicola Dall'Asen; Cigdem Beyan; Elisa Ricci 001 (ICIP, 2023)

Unleashing the Transferability Power of Unsupervised Pre-Training for Emotion Recognition in Masked and Unmasked Facial Images. - Moreno D'Incà; Cigdem Beyan; Radoslaw Niewiadomski; Simone Barattin; Nicu Sebe (IEEE Access, 2023)

Guided Attention for Next Active Object @ EGO4D STA Challenge. - Sanket Kumar Thakur; Cigdem Beyan; Pietro Morerio; Vittorio Murino; Alessio Del Bue (CoRR, 2023)

SKELTER: unsupervised skeleton action denoising and recognition using transformers. - Giancarlo Paoletti; Cigdem Beyan; Alessio Del Bue (Frontiers Comput. Sci., 2023)

Modeling Multiple Temporal Scales of Full-Body Movements for Emotion Classification. - Cigdem Beyan; Sukumar Karumuri; Gualtiero Volpe; Antonio Camurri; Radoslaw Niewiadomski (IEEE Trans. Affect. Comput., 2023)

Affect Recognition in Hand-Object Interaction Using Object-Sensed Tactile and Kinematic Data. - Radoslaw Niewiadomski; Cigdem Beyan; Alessandra Sciutti (IEEE Trans. Haptics, 2023)

Diffusion-Based Unsupervised Pre-training for Automated Recognition of Vitality Forms. - Noemi Canovi; Federico Montagna; Radoslaw Niewiadomski; Alessandra Sciutti; Giuseppe Di Cesare; Cigdem Beyan (AVI, 2024)

Upper-Body Pose-Based Gaze Estimation for Privacy-Preserving 3D Gaze Target Detection. - Andrea Toaiari; Vittorio Murino; Marco Cristani; Cigdem Beyan (ECCV Workshops (13), 2024)

Automatic Recognition of Commensal Activities in Co-located and Online settings. - Kheder Yazgi; Cigdem Beyan; Maurizio Mancini; Radoslaw Niewiadomski (ICMI Companion, 2024)

AL-GTD: Deep Active Learning for Gaze Target Detection. - Francesco Tonini; Nicola Dall'Asen; Lorenzo Vaquero; Cigdem Beyan; Elisa Ricci 001 (ACM Multimedia, 2024)

Exploring Fine-Grained Retail Product Discrimination with Zero-Shot Object Classification Using Vision-Language Models. - Anil Osman Tur; Alessandro Conti; Cigdem Beyan; Davide Boscaini; Roberto Larcher; Stefano Messelodi; Fabio Poiesi; Elisa Ricci 001 (RTSI, 2024)

Leveraging Next-Active Objects for Context-Aware Anticipation in Egocentric Videos. - Sanket Kumar Thakur; Cigdem Beyan; Pietro Morerio; Vittorio Murino; Alessio Del Bue (WACV, 2024)

Anticipating Next Active Objects for Egocentric Videos. - Sanket Kumar Thakur; Cigdem Beyan; Pietro Morerio; Vittorio Murino; Alessio Del Bue (IEEE Access, 2024)

Socially Pertinent Robots in Gerontological Healthcare. - Xavier Alameda-Pineda; Angus Addlesee; Daniel Hernández García; Chris Reinke; Soraya Arias; Federica Arrigoni; Alex Auternaud; Lauriane Blavette; Cigdem Beyan; Luis G. Camara; Ohad Cohen; Alessandro Conti; et al. (CoRR, 2024)

CLIP-VAD: Exploiting Vision-Language Models for Voice Activity Detection. - Andrea Appiani; Cigdem Beyan (CoRR, 2024)

Trajectory-based fish event classification through pre-training with diffusion models. - Noemi Canovi; Benjamin A. Ellis; Tonje Knutsen Sørdalen; Vaneeda Allken; Kim Tallaksen Halvorsen; Ketil Malde; Cigdem Beyan (Ecol. Informatics, 2024)

Co-Located Human-Human Interaction Analysis Using Nonverbal Cues: A Survey. - Cigdem Beyan; Alessandro Vinciarelli; Alessio Del Bue (ACM Comput. Surv., 2024)

Toward Modeling Commensal Interactions in Human Dyads. - Radoslaw Niewiadomski; Cigdem Beyan (Conference on Designing Interactive Systems (Companion Volume), 2025)

MadCLIP: Few-shot Medical Anomaly Detection with CLIP. - Mahshid Shiri; Cigdem Beyan; Vittorio Murino (CoRR, 2025)

MADPOT: Medical Anomaly Detection with CLIP Adaptation and Partial Optimal Transport. - Mahshid Shiri; Cigdem Beyan; Vittorio Murino (CoRR, 2025)

Dynamic Scoring with Enhanced Semantics for Training-Free Human-Object Interaction Detection. - Francesco Tonini; Lorenzo Vaquero; Alessandro Conti; Cigdem Beyan; Elisa Ricci 001 (CoRR, 2025)