Oya Aran

Publication Activity (10 Years)

Years Active: 2005-2024
Publications (10 Years): 14

Top Topics

Personality Traits

Transfer Learning

Anomaly Detection

Chest Radiographs

Top Venues

IEEE Trans. Multim.

Publications

Fabian Clemens Weigend, Neelesh Kumar, Oya Aran, Heni Ben Amor
Ubiquitous Robot Control Through Multimodal Motion Capture Using Smartwatch and Smartphone Data. CoRR (2024)
Neelesh Kumar, Oya Aran, Venugopal Vasudevan
Visual In-Context Learning for Few-Shot Eczema Segmentation. CoRR (2023)
Maria Jeseca C. Baculo, Conrado R. Ruiz Jr., Oya Aran
Cecid Fly Defect Detection in Mangoes Using Object Detection Frameworks. CGI (2021)
Hilal Hacilar, O. Ufuk Nalbantoglu, Oya Aran, Burcu Bakir-Gungor
Inflammatory Bowel Disease Biomarkers of Human Gut Microbiota Selected via Ensemble Feature Selection Methods. CoRR (2020)
Sandrine Tornay, Oya Aran, Mathew Magimai-Doss
An HMM Approach with Inherent Model Selection for Sign Language and Gesture Recognition. LREC (2020)
Jennifer C. Ureta, Oya Aran, Joanna Pauline Rivera
Detecting pneumonia in chest radiographs using convolutional neural networks. ICMV (2019)
Shogo Okada, Laurent Son Nguyen, Oya Aran, Daniel Gatica-Perez
Modeling Dyadic and Group Impressions with Intermodal and Interperson Features. ACM Trans. Multim. Comput. Commun. Appl. 15 (1s) (2019)
Umut Avci, Oya Aran
Analyzing group performance in small group interaction: Linking personality traits and group performance through the verbal content. FG (2019)
Yunus Emre Kara, Gaye Genç, Oya Aran, Lale Akarun
Actively Estimating Crowd Annotation Consensus. J. Artif. Intell. Res. 61 (2018)
Ahmet Alp Kindiroglu, Lale Akarun, Oya Aran
Multi-domain and multi-task prediction of extraversion and leadership from meeting videos. EURASIP J. Image Video Process. 2017 (2017)
Aleksandra Cerekovic, Oya Aran, Daniel Gatica-Perez
Rapport with Virtual Agents: What Do Human Social Cues and Personality Explain? IEEE Trans. Affect. Comput. 8 (3) (2017)
Umut Avci, Oya Aran
Predicting the Performance in Decision-Making Tasks: From Individual Cues to Group Interaction. IEEE Trans. Multim. 18 (4) (2016)
Berkay Aydin, Ahmet Alp Kindiroglu, Oya Aran, Lale Akarun
Automatic personality prediction from audiovisual data using random forest regression. ICPR (2016)
Oya Aran, Dairazalia Sanchez-Cortes, Minh-Tri Do, Daniel Gatica-Perez
Anomaly Detection in Elderly Daily Behavior in Ambient Sensing Environments. HBU (2016)
Albert Ali Salah, Hayley Hung, Oya Aran, Hatice Gunes, Matthew A. Turk
Brief Introduction to the Special Issue on Behavior Understanding for Arts and Entertainment. ACM Trans. Interact. Intell. Syst. 5 (2) (2015)
Shogo Okada, Oya Aran, Daniel Gatica-Perez
Personality Trait Classification via Co-Occurrent Multiparty Multimodal Event Discovery. ICMI (2015)
Albert Ali Salah, Hayley Hung, Oya Aran, Hatice Gunes, Matthew A. Turk
Behavior Understanding for Arts and Entertainment. ACM Trans. Interact. Intell. Syst. 5 (3) (2015)
Yunus Emre Kara, Gaye Genç, Oya Aran, Lale Akarun
Modeling annotator behaviors for crowd labeling. Neurocomputing 160 (2015)
Oya Aran, Joan-Isaac Biel, Daniel Gatica-Perez
Broadcasting Oneself: Visual Discovery of Vlogging Styles. IEEE Trans. Multim. 16 (1) (2014)
Ahmet Alp Kindiroglu, Lale Akarun, Oya Aran
Vision based personality analysis using transfer learning methods. SIU (2014)
Aleksandra Cerekovic, Oya Aran, Daniel Gatica-Perez
How Do You Like Your Virtual Agent?: Human-Agent Interaction Experience through Nonverbal Features and Personality Traits. HBU (2014)
Umut Avci, Oya Aran
Effect of nonverbal behavioral patterns on the performance of small groups. UM3I@ICMI (2014)
Ahmet Alp Kindiroglu, Lale Akarun, Oya Aran
Vision based personality analysis using transfer learning methods. SIU (2014)
Oya Aran, Daniel Gatica-Perez
Cross-domain personality prediction: from video blogs to small group meetings. ICMI (2013)
Albert Ali Salah, Hayley Hung, Oya Aran, Hatice Gunes
Fourth international workshop on human behavior understanding (HBU 2013). ACM Multimedia (2013)
Oya Aran, Daniel Gatica-Perez
One of a kind: inferring personality impressions in meetings. ICMI (2013)
Albert Ali Salah, Hayley Hung, Oya Aran, Hatice Gunes
Creative Applications of Human Behavior Understanding. HBU (2013)
Dairazalia Sanchez-Cortes, Oya Aran, Dinesh Babu Jayagopi, Marianne Schmid Mast, Daniel Gatica-Perez
Emergent leaders through looking and speaking: from audio-visual data to multimodal recognition. J. Multimodal User Interfaces 7 (1-2) (2013)
Kyriaki Kalimeri, Bruno Lepri, Oya Aran, Dinesh Babu Jayagopi, Daniel Gatica-Perez, Fabio Pianesi
Modeling dominance effects on nonverbal behaviors using granger causality. ICMI (2012)
Dairazalia Sanchez-Cortes, Oya Aran, Marianne Schmid Mast, Daniel Gatica-Perez
A Nonverbal Behavior Approach to Identify Emergent Leaders in Small Groups. IEEE Trans. Multim. 14 (3-2) (2012)
Marek Hrúz, Pavel Campr, Zdenek Krnoul, Milos Zelezný, Oya Aran, Pinar Santemiz
Multi-modal dialogue system with sign language capabilities. ASSETS (2011)
Gokul Chittaranjan, Oya Aran, Daniel Gatica-Perez
Exploiting observers' judgements for nonverbal group interaction analysis. FG (2011)
Joan-Isaac Biel, Oya Aran, Daniel Gatica-Perez
You Are Known by How You Vlog: Personality Impressions and Nonverbal Behavior in YouTube. ICWSM (2011)
Marek Hrúz, Pavel Campr, Erinç Dikici, Ahmet Alp Kindiroglu, Zdenek Krnoul, Alexander L. Ronzhin, Hasim Sak, Daniel Schorno, Hülya Yalçin, Lale Akarun, Oya Aran, Alexey Karpov, Murat Saraçlar, Milos Zelezný
Automatic fingersign-to-speech translation system. J. Multimodal User Interfaces 4 (2) (2011)
Konstantinos Moustakas, Dimitrios Tzovaras, Laila Dybkjær, Niels Ole Bernsen, Oya Aran
Using Modality Replacement to Facilitate Communication between Visually and Hearing-Impaired People. IEEE Multim. 18 (2) (2011)
Oya Aran, Daniel Gatica-Perez
Fusing Audio-Visual Nonverbal Cues to Detect Dominant People in Group Conversations. ICPR (2010)
Dairazalia Sanchez-Cortes, Oya Aran, Marianne Schmid Mast, Daniel Gatica-Perez
Identifying emergent leadership in small groups using nonverbal communicative cues. ICMI-MLMI (2010)
Oya Aran, Lale Akarun
A multi-class classification strategy for Fisher scores: Application to signer independent sign language recognition. Pattern Recognit. 43 (5) (2010)
Ilker Yildirim, Oya Aran, Pinar Yolum, Lale Akarun
Cooperative Sign Language Tutoring: A Multiagent Approach. ESAW (2009)
Oya Aran, Olcay Taner Yildiz, Ethem Alpaydin
An Incremental Framework Based on Cross-Validation for Estimating the Architecture of a Multilayer Perceptron. Int. J. Pattern Recognit. Artif. Intell. 23 (2) (2009)
Pinar Santemiz, Oya Aran, Murat Saraclar, Lale Akarun
Automatic sign segmentation from continuous signing via multiple sequence alignment. ICCV Workshops (2009)
Oya Aran, Thomas Burger, Alice Caplier, Lale Akarun
A belief-based sequential fusion approach for fusing manual signs and non-manual signals. Pattern Recognit. 42 (5) (2009)
Oya Aran, Ismail Ari, Lale Akarun, Bülent Sankur, Alexandre Benoît, Alice Caplier, Pavel Campr, Ana Huerta Carrillo, François-Xavier Fanard
SignTutor: An Interactive System for Sign Language Tutoring. IEEE Multim. 16 (1) (2009)
Oya Aran, Ismail Ari, Lale Akarun, Erinç Dikici, Siddika Parlak, Murat Saraçlar, Pavel Campr, Marek Hrúz
Speech and sliding text aided sign retrieval from hearing impaired sign news videos. J. Multimodal User Interfaces 2 (2) (2008)
Savvas Argyropoulos, Konstantinos Moustakas, Alexey Karpov, Oya Aran, Dimitrios Tzovaras, Thanos Tsakiris, Giovanna Varni, Byungjun Kwon
Multimodal user interface for the communication of the disabled. J. Multimodal User Interfaces 2 (2) (2008)
Oya Aran, Lale Akarun
Multi-class classification strategies for Fisher scores of gesture and sign sequences. ICPR (2008)
Oya Aran, Ismail Ari, Alexandre Benoît, Ana Huerta Carrillo, François-Xavier Fanard, Pavel Campr, Lale Akarun, Alice Caplier, Michèle Rombaut, Bülent Sankur
Sign Language Tutoring Tool CoRR (2008)
Alice Caplier, Sébastien Stillittano, Oya Aran, Lale Akarun, Gérard Bailly, Denis Beautemps, Noureddine Aboutabit, Thomas Burger
Image and Video for Hearing Impaired People. EURASIP J. Image Video Process. 2007 (2007)
Oya Aran, Thomas Burger, Alice Caplier, Lale Akarun
Sequential Belief-Based Fusion of Manual and Non-manual Information for Recognizing Isolated Signs. Gesture Workshop (2007)
Thomas Burger, Alexandra Urankar, Oya Aran, Lale Akarun, Alice Caplier
Cued speech hand shape recognition - belief functions as a formalism to fuse svms and expert systems. VISAPP (2) (2007)
Thomas Burger, Oya Aran, Alexandra Urankar, Alice Caplier, Lale Akarun
A Dempster-Shafer Theory Based Combination of Classifiers for Hand Gesture Recognition. VISIGRAPP (Selected Papers) (2007)
Oya Aran, Lale Akarun
Recognizing Two Handed Gestures with Generative, Discriminative and Ensemble Methods Via Fisher Kernels. MRCS (2006)
Thomas Burger, Oya Aran, Alice Caplier
Modeling Hesitation and Conflict: A Belief-Based Approach for Multi-class Problems. ICMLA (2006)
Mehmet Emre Sargin, Oya Aran, Alexey Karpov, Ferda Ofli, Yelena Yasinnik, Stephen Wilson, Engin Erzin, Yücel Yemez, A. Murat Tekalp
Combined Gesture-Speech Analysis and Speech Driven Gesture Synthesis. ICME (2006)
Oya Aran, Cem Keskin, Lale Akarun
Sign Language Tutoring tool. EUSIPCO (2005)
Cem Keskin, Oya Aran, Lale Akarun
Real time gestural interface for generic applications. EUSIPCO (2005)