Oya Aran

Orcid: 0000-0002-4679-9335

Affiliations:
  • Idiap Research Institue, Martigny, Switzerland


According to our database1, Oya Aran authored at least 58 papers between 2005 and 2023.

Collaborative distances:
  • Dijkstra number2 of four.
  • Erdős number3 of four.

Timeline

Legend:

Book 
In proceedings 
Article 
PhD thesis 
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Links

Online presence:

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Bibliography

2023
Visual In-Context Learning for Few-Shot Eczema Segmentation.
CoRR, 2023

2021
Cecid Fly Defect Detection in Mangoes Using Object Detection Frameworks.
Proceedings of the Advances in Computer Graphics, 2021

2020
Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods.
CoRR, 2020

An HMM Approach with Inherent Model Selection for Sign Language and Gesture Recognition.
Proceedings of The 12th Language Resources and Evaluation Conference, 2020

2019
Modeling Dyadic and Group Impressions with Intermodal and Interperson Features.
ACM Trans. Multim. Comput. Commun. Appl., 2019

Detecting pneumonia in chest radiographs using convolutional neural networks.
Proceedings of the Twelfth International Conference on Machine Vision, 2019

Analyzing group performance in small group interaction: Linking personality traits and group performance through the verbal content.
Proceedings of the 14th IEEE International Conference on Automatic Face & Gesture Recognition, 2019

2018
Actively Estimating Crowd Annotation Consensus.
J. Artif. Intell. Res., 2018

2017
Rapport with Virtual Agents: What Do Human Social Cues and Personality Explain?
IEEE Trans. Affect. Comput., 2017

Multi-domain and multi-task prediction of extraversion and leadership from meeting videos.
EURASIP J. Image Video Process., 2017

Analysis of Small Groups.
Proceedings of the Social Signal Processing, 2017

2016
Predicting the Performance in Decision-Making Tasks: From Individual Cues to Group Interaction.
IEEE Trans. Multim., 2016

Automatic personality prediction from audiovisual data using random forest regression.
Proceedings of the 23rd International Conference on Pattern Recognition, 2016

Anomaly Detection in Elderly Daily Behavior in Ambient Sensing Environments.
Proceedings of the Human Behavior Understanding - 7th International Workshop, 2016

2015
Behavior Understanding for Arts and Entertainment.
ACM Trans. Interact. Intell. Syst., 2015

Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment.
ACM Trans. Interact. Intell. Syst., 2015

Modeling annotator behaviors for crowd labeling.
Neurocomputing, 2015

Personality Trait Classification via Co-Occurrent Multiparty Multimodal Event Discovery.
Proceedings of the 2015 ACM on International Conference on Multimodal Interaction, Seattle, WA, USA, November 09, 2015

2014
Broadcasting Oneself: Visual Discovery of Vlogging Styles.
IEEE Trans. Multim., 2014

Vision based personality analysis using transfer learning methods.
Proceedings of the 2014 22nd Signal Processing and Communications Applications Conference (SIU), 2014

Effect of nonverbal behavioral patterns on the performance of small groups.
Proceedings of the 2014 Workshop on Understanding and Modeling Multiparty, 2014

How Do You Like Your Virtual Agent?: Human-Agent Interaction Experience through Nonverbal Features and Personality Traits.
Proceedings of the Human Behavior Understanding - 5th International Workshop, 2014

2013
Emergent leaders through looking and speaking: from audio-visual data to multimodal recognition.
J. Multimodal User Interfaces, 2013

Fourth international workshop on human behavior understanding (HBU 2013).
Proceedings of the ACM Multimedia Conference, 2013

Cross-domain personality prediction: from video blogs to small group meetings.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

One of a kind: inferring personality impressions in meetings.
Proceedings of the 2013 International Conference on Multimodal Interaction, 2013

Creative Applications of Human Behavior Understanding.
Proceedings of the Human Behavior Understanding - 4th International Workshop, 2013

2012
A Nonverbal Behavior Approach to Identify Emergent Leaders in Small Groups.
IEEE Trans. Multim., 2012

Modeling dominance effects on nonverbal behaviors using granger causality.
Proceedings of the International Conference on Multimodal Interaction, 2012

2011
Automatic fingersign-to-speech translation system.
J. Multimodal User Interfaces, 2011

Using Modality Replacement to Facilitate Communication between Visually and Hearing-Impaired People.
IEEE Multim., 2011

You Are Known by How You Vlog: Personality Impressions and Nonverbal Behavior in YouTube.
Proceedings of the Fifth International Conference on Weblogs and Social Media, 2011

Exploiting observers' judgements for nonverbal group interaction analysis.
Proceedings of the Ninth IEEE International Conference on Automatic Face and Gesture Recognition (FG 2011), 2011

Multi-modal dialogue system with sign language capabilities.
Proceedings of the 13th International ACM SIGACCESS Conference on Computers and Accessibility, 2011

Hand Gesture Analysis.
Proceedings of the Computer Analysis of Human Behavior., 2011

Analysis of Group Conversations: Modeling Social Verticality.
Proceedings of the Computer Analysis of Human Behavior., 2011

2010
A multi-class classification strategy for Fisher scores: Application to signer independent sign language recognition.
Pattern Recognit., 2010

Fusing Audio-Visual Nonverbal Cues to Detect Dominant People in Group Conversations.
Proceedings of the 20th International Conference on Pattern Recognition, 2010

Identifying emergent leadership in small groups using nonverbal communicative cues.
Proceedings of the 12th International Conference on Multimodal Interfaces / 7. International Workshop on Machine Learning for Multimodal Interaction, 2010

2009
A belief-based sequential fusion approach for fusing manual signs and non-manual signals.
Pattern Recognit., 2009

An Incremental Framework Based on Cross-Validation for Estimating the Architecture of a Multilayer Perceptron.
Int. J. Pattern Recognit. Artif. Intell., 2009

SignTutor: An Interactive System for Sign Language Tutoring.
IEEE Multim., 2009

Automatic sign segmentation from continuous signing via multiple sequence alignment.
Proceedings of the 12th IEEE International Conference on Computer Vision Workshops, 2009

Cooperative Sign Language Tutoring: A Multiagent Approach.
Proceedings of the Engineering Societies in the Agents World X, 2009

2008
Vision based sign language recognition: Modeling and recognizing isolated signs with manual and non-manual components (Video tabanlı işaret dili tanıma: El ve el dışı hareketler içeren ayrık işaretlerin modellenmesi ve tanınması)
PhD thesis, 2008

Multimodal user interface for the communication of the disabled.
J. Multimodal User Interfaces, 2008

Speech and sliding text aided sign retrieval from hearing impaired sign news videos.
J. Multimodal User Interfaces, 2008

Sign Language Tutoring Tool
CoRR, 2008

Multi-class classification strategies for Fisher scores of gesture and sign sequences.
Proceedings of the 19th International Conference on Pattern Recognition (ICPR 2008), 2008

2007
Image and Video for Hearing Impaired People.
EURASIP J. Image Video Process., 2007

Cued speech hand shape recognition - belief functions as a formalism to fuse svms and expert systems.
Proceedings of the VISAPP 2007: Proceedings of the Second International Conference on Computer Vision Theory and Applications, Barcelona, Spain, March 8-11, 2007, 2007

A Dempster-Shafer Theory Based Combination of Classifiers for Hand Gesture Recognition.
Proceedings of the Computer Vision and Computer Graphics. Theory and Applications, 2007

Sequential Belief-Based Fusion of Manual and Non-manual Information for Recognizing Isolated Signs.
Proceedings of the Gesture-Based Human-Computer Interaction and Simulation, 2007

2006
Recognizing Two Handed Gestures with Generative, Discriminative and Ensemble Methods Via Fisher Kernels.
Proceedings of the Multimedia Content Representation, 2006

Modeling Hesitation and Conflict: A Belief-Based Approach for Multi-class Problems.
Proceedings of the Fifth International Conference on Machine Learning and Applications, 2006

Combined Gesture-Speech Analysis and Speech Driven Gesture Synthesis.
Proceedings of the 2006 IEEE International Conference on Multimedia and Expo, 2006

2005
Real time gestural interface for generic applications.
Proceedings of the 13th European Signal Processing Conference, 2005

Sign Language Tutoring tool.
Proceedings of the 13th European Signal Processing Conference, 2005


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