Cigdem Beyan

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:

Anticipating Next Active Objects for Egocentric Videos

Socially Pertinent Robots in Gerontological Healthcare

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

Guided Attention for Next Active Object@ EGO4D STA Challenge

Unsupervised Human Action Recognition using 3D Skeleton Poses

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

SKELTER: Unsupervised Skeleton Action Denoising and Recognition using Transformers

Exploring diffusion models for unsupervised video anomaly 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

Google Scholar

Cigdem Beyan Skills & Research Interests

Human Behavior Analysis

Social Signal Processing

Computer Vision

Machine Learning

Affective

Top articles of Cigdem Beyan

Anticipating Next Active Objects for Egocentric Videos

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

2023/2

Cigdem Beyan
Cigdem Beyan

H-Index: 12

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

2024/1

Cigdem Beyan
Cigdem Beyan

H-Index: 12

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

2023/5/25

Cigdem Beyan
Cigdem Beyan

H-Index: 12

Unsupervised Human Action Recognition using 3D Skeleton Poses

2023/3

Cigdem Beyan
Cigdem Beyan

H-Index: 12

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

ACM Computing Surveys

2023

Cigdem Beyan
Cigdem Beyan

H-Index: 12

Alessandro Vinciarelli
Alessandro Vinciarelli

H-Index: 28

SKELTER: Unsupervised Skeleton Action Denoising and Recognition using Transformers

Frontiers in Computer Science

2023

Cigdem Beyan
Cigdem Beyan

H-Index: 12

Exploring diffusion models for unsupervised video anomaly detection

2023/10/8

Cigdem Beyan
Cigdem Beyan

H-Index: 12

Object-aware Gaze Target Detection

2023/10

Cigdem Beyan
Cigdem Beyan

H-Index: 12

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

2023/10

Cigdem Beyan
Cigdem Beyan

H-Index: 12

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

2023/10

Cigdem Beyan
Cigdem Beyan

H-Index: 12

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

IEEE Access DOI: 10.1109/ACCESS.2022.3229478

2022/12

Cigdem Beyan
Cigdem Beyan

H-Index: 12

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

IEEE Transactions on Haptics

2022/12

Cigdem Beyan
Cigdem Beyan

H-Index: 12

Multimodal Across Domains Gaze Target Detection

2022/11

Cigdem Beyan
Cigdem Beyan

H-Index: 12

Multimodal Emotion Recognition with Modality-Pairwise Unsupervised Contrastive Loss

2022/8

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

arXiv preprint arXiv:2207.10574

2022/7/20

Cigdem Beyan
Cigdem Beyan

H-Index: 12

Alessandro Vinciarelli
Alessandro Vinciarelli

H-Index: 28

Unsupervised Human Action Recognition with Skeletal Graph Laplacian and Self-Supervised Viewpoints Invariance

2021/11

Cigdem Beyan
Cigdem Beyan

H-Index: 12

Predicting Gaze from Egocentric Social Interaction Videos and IMU Data

2021/10

Cigdem Beyan
Cigdem Beyan

H-Index: 12

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

IEEE Transactions on Affective Computing

2021/7/1

Estimating Presentation Competence using Multimodal Nonverbal Behavioral Cues

2021/5

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

Co-Authors

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