Cigdem Beyan

Cigdem Beyan

Università degli Studi di Trento

H-index: 20

Europe-Italy

About Cigdem Beyan

Cigdem Beyan, With an exceptional h-index of 20 and a recent h-index of 17 (since 2020), a distinguished researcher at Università degli Studi di Trento, specializes in the field of Human Behavior Analysis, Social Signal Processing, Computer Vision, Machine Learning, Affective.

His recent articles reflect a diverse array of research interests and contributions to the field:

Leveraging Next-Active Objects for Context-Aware Anticipation in Egocentric Videos

Anticipating Next Active Objects for Egocentric Videos

Socially Pertinent Robots in Gerontological Healthcare

Guided Attention for Next Active Object@ EGO4D STA Challenge

Unsupervised Human Action Recognition using 3D Skeleton Poses

Exploring diffusion models for unsupervised video anomaly detection

Co-Located Human-Human Interaction Analysis using Nonverbal Cues: A Survey

Object-aware Gaze Target Detection

Cigdem Beyan Information

University

Position

Assistant Professor @

Citations(all)

1224

Citations(since 2020)

886

Cited By

602

hIndex(all)

20

hIndex(since 2020)

17

i10Index(all)

31

i10Index(since 2020)

28

Email

University Profile Page

Università degli Studi di Trento

Google Scholar

View Google Scholar Profile

Cigdem Beyan Skills & Research Interests

Human Behavior Analysis

Social Signal Processing

Computer Vision

Machine Learning

Affective

Top articles of Cigdem Beyan

Title

Journal

Author(s)

Publication Date

Leveraging Next-Active Objects for Context-Aware Anticipation in Egocentric Videos

Sanket Thakur

Cigdem Beyan

Pietro Morerio

Vittorio Murino

Alessio Del Bue

2024/1

Anticipating Next Active Objects for Egocentric Videos

arXiv: https://arxiv.org/abs/2302.06358, doi = 10.48550/ARXIV.2302.06358

Sanket Thakur

Cigdem Beyan

Pietro Morerio

Vittorio Murino

Alessio Del Bue

2023/2

Socially Pertinent Robots in Gerontological Healthcare

arXiv preprint arXiv:2404.07560

Xavier Alameda-Pineda

Angus Addlesee

Daniel Hernández García

Chris Reinke

Soraya Arias

...

2024/4/11

Guided Attention for Next Active Object@ EGO4D STA Challenge

International Conference on Computer Vision and Pattern Recognition (CVPR), STA Challenge Winner (first place) in 3rd International Ego4D Workshop

Sanket Thakur

Cigdem Beyan

Pietro Morerio

Vittorio Murino

Alessio Del Bue

2023/5/25

Unsupervised Human Action Recognition using 3D Skeleton Poses

Cigdem Beyan

Jacopo Cavazza Co-Supervisors

2023/3

Exploring diffusion models for unsupervised video anomaly detection

Anil Osman Tur

Nicola Dall’Asen

Cigdem Beyan

Elisa Ricci

2023/10/8

Co-Located Human-Human Interaction Analysis using Nonverbal Cues: A Survey

ACM Computing Surveys

Cigdem Beyan

Alessandro Vinciarelli

Alessio Del Bue

2023

Object-aware Gaze Target Detection

Francesco Tonini

Nicola Dall'Asen

Cigdem Beyan

Elisa Ricci

2023/10

SKELTER: Unsupervised Skeleton Action Denoising and Recognition using Transformers

Frontiers in Computer Science

Giancarlo Paoletti

Cigdem Beyan

Alessio Del Bue

2023

Unsupervised Video Anomaly Detection with Diffusion Models Conditioned on Compact Motion Representations

Anil Osman Tur

Nicola Dall'Asen

Cigdem Beyan

Elisa Ricci

2023/10

Enhancing Next Active Object-Based Egocentric Action Anticipation with Guided Attention

Sanket Thakur

Cigdem Beyan

Pietro Morerio

Vittorio Murino

Alessio Del Bue

2023/10

Affect Recognition in Hand-Object Interaction Using Object-sensed Tactile and Kinematic Data

IEEE Transactions on Haptics

Radoslaw Niewiadomski

Cigdem Beyan

Alessandra Sciutti

2022/12

Multimodal Across Domains Gaze Target Detection

Francesco Tonini

Cigdem Beyan

Elisa Ricci

2022/11

Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss

Riccardo Franceschini

Enrico Fini

Cigdem Beyan

Alessandro Conti

Federica Arrigoni

...

2022/8

Face-to-Face Co-Located Human-Human Social Interaction Analysis using Nonverbal Cues: A Survey

arXiv preprint arXiv:2207.10574

Cigdem Beyan

Alessandro Vinciarelli

Alessio Del Bue

2022/7/20

Graph Laplacian-Improved Convolutional Residual Autoencoder for Unsupervised Human Action and Emotion Recognition

IEEE Access DOI: 10.1109/ACCESS.2022.3229478

Giancarlo Paoletti

Cigdem Beyan

Alessio Del Bue

2022/12

Subspace Clustering for Action Recognition with Covariance Representations and Temporal Pruning

Giancarlo Paoletti

Jacopo Cavazza

Cigdem Beyan

Alessio Del Bue

2021/1

Modeling Multiple Temporal Scales of Full-body Movements for Emotion Classification

IEEE Transactions on Affective Computing

Cigdem Beyan

Sukumar Karumuri

Gualtiero Volpe

Antonio Camurri

Radoslaw Niewiadomski

2021/7/1

RealVAD: A Real-world Dataset and A Method for Voice Activity Detection by Body Motion Analysis

IEEE Transactions on Multimedia

Cigdem Beyan

Muhammad Shahid

Vittorio Murino

2021

Estimating Presentation Competence using Multimodal Nonverbal Behavioral Cues

Ömer Sümer

Cigdem Beyan

Fabian Ruth

Olaf Kramer

Ulrich Trautwein

...

2021/5

See List of Professors in Cigdem Beyan University(Università degli Studi di Trento)

Co-Authors

H-index: 46
Alessandro Vinciarelli

Alessandro Vinciarelli

University of Glasgow

H-index: 43
Concetto Spampinato

Concetto Spampinato

Università degli Studi di Catania

H-index: 41
Antonio Camurri

Antonio Camurri

Università degli Studi di Genova

H-index: 34
Gualtiero Volpe

Gualtiero Volpe

Università degli Studi di Genova

H-index: 24
Simone Palazzo

Simone Palazzo

Università degli Studi di Catania

H-index: 20
Alptekin Temizel

Alptekin Temizel

Orta Dogu Teknik Üniversitesi

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