Publications
Journals
- Oya Aran, Thomas Burger, Alice Caplier & Lale Akarun, A Belief-Based Sequential Fusion Approach for Fusing Manual and Non-Manual Signs , Pattern Recognition, vol.42, no.5, 2009.
- Oya Aran, Ismail Ari, Alexandre Benoit, Pavel Campr, Ana Huerta Carrillo, François-Xavier Fanard, Lale Akarun, Alice Caplier & Bulent Sankur, SignTutor: An Interactive System for Sign Language Tutoring, IEEE Multimedia, vol. 16, 2009
- Oya Aran, Olcay Taner Yildiz, Ethem Alpaydin, An Incremental Framework Based on Cross-Validation for Estimating the Architecture of a Multilayer Perceptron, International Journal of Pattern Recognition and Artificial Intelligence, vol. 23, no. 2, 2009.
- Oya Aran, Ismail Ari, Pavel Campr, Erinc Dikici, Marek Hruz, Siddika Parlak, Lale Akarun & Murat Saraclar, Speech and Sliding Text Aided Sign Retrieval from Hearing Impaired Sign News Videos , Journal on Multimodal User Interfaces, vol.2, pp.117-131, Springer, 2008. (The original publication is available at www.springerlink.com: link)
- S. Argyropoulos, K. Moustakas, A. Karpov, O. Aran, D. Tzovaras, T. Tsakiris, G. Varni & B. Kwon, A Multimodal Framework for the Communication of the Disabled, Journal on Multimodal User Interfaces, vol.2, pp.105-116, Springer, 2008.
- Alice Caplier, Sébastien Stillittano, Oya Aran, Lale Akarun, Gérard Bailly, Denis Beautemps, Nouredine Aboutabit & Thomas Burger, Image and video for hearing impaired people, EURASIP Journal on Image and Video Processing, Special Issue on Image and Video Processing for Disability, 2007.
Book Chapters
- Oya Aran, Thomas Burger, Lale Akarun & Alice Caplier, Gestural Interfaces for Hearing-Impaired Communication, in Multimodal user interfaces: from signals to interaction, Dimitrios Tzovaras (Ed.) Springer, 2008. (The original publication is available at www.springerlink.com: link)
International Conferences and Workshops
- Oya Aran & Lale Akarun, Multi-class Classification Strategies for Fisher Scores of Gesture and Sign Sequences, International Conference On Pattern Recognition, 2008
- Oya Aran, Ismail Ari, Pavel Campr, Erinc Dikici, Marek Hruz, Deniz Kahramaner, Siddika Parlak, Lale Akarun & Murat Saraclar, Speech and Sliding Text Aided Sign Retrieval from Hearing Impaired Sign News Videos , eNTERFACE'07 The Summer Workshop on Multimodal Interfaces, Istanbul, Turkey, 2007
- Oya Aran, Thomas Burger, Alice Caplier & Lale Akarun, Sequential Belief Based Fusion of Manual and Non-manual Signs , The 7th International Workshop on Gesture in Human-Computer Interaction and Simulation (GW 2007), 2007
- Thomas Burger, Alexandra Urankar, Oya Aran, Lale Akarun & Alice Caplier, Cued Speech Hand Shape Recognition , 2nd International Conference on Computer Vision Theory and Applications (VISAPP'07), Spain, 2007
- Cem Keskin, Koray Balci, Oya Aran, Bülent Sankur & Lale Akarun, A Multimodal 3D Healthcare Communication System , 3DTV Conference, 2007
- Oya Aran, Ismail Ari, Alexandre Benoit, Pavel Campr, Ana Huerta Carrillo, François-Xavier Fanard, Lale Akarun, Alice Caplier, Michele Rombaut & Bulent Sankur, Sign Language Tutoring Tool, eNTERFACE 2006, The Summer Workshop on Multimodal Interfaces, Dubrovnik, Croatia, , 23-33 2006
- Oya Aran & Lale Akarun, Recognizing Two Handed Gestures with Generative, Discriminative and Ensemble Methods via Fisher Kernels , Lecture Notes in Computer Science: Multimedia Content Representation, Classification and Security International Workshop, MRCS 2006, Istanbul, Turkey, September 11-13, 2006, Proceedings, , 4015 , 159-166 2006
- Thomas Burger, Oya Aran & Alice Caplier, Modeling hesitation and conflict: A belief-based approach for multi-class problems , International Conference on Machine Learning and Applications (ICMLA'06), Florida, 2006
- Mehmet Emre Sargin, Oya Aran, Alexey Karpov, Ferda Ofli, Yelena Yasinnik, Stephen Wilson, Engin Erzin, Yucel Yemez & A. Murat Tekalp, Gesture-Speech Correlation Analysis and Speech Driven Gesture Synthesis , IEEE International Conference on Multimedia, Expo (ICME06), Toronto, 2006
- Oya Aran, Cem Keskin & Lale Akarun, Sign Language Tutoring Tool , European Signal Processing Conference, EUSIPCO'05, Antalya, Turkey, 2005
- Cem Keskin, Oya Aran & Lale Akarun, Real Time Gestural Interface For Generic Applications , European Signal Processing Conference, EUSIPCO'05, Antalya, Turkey, 2005
- Mehmet Emre Sargin, Ferda Ofli, Yelena Yasinnik, Oya Aran, Alexey Karpov, Stephen Wilson, Yucel Yemez, Engin Erzin & A. Murat Tekalp, Combined Gesture-Speech Analysis and Synthesis , Proceedings of eNTERFACE 2005, The Summer Workshop on Multimodal Interfaces, Faculté Polytechnique de Mons, Belgium, 2005
- Oya Aran & Ethem Alpaydin, An Incremental Neural Network Construction Algorithm for Training Multilayer Perceptrons , ICANN/ICONIP'03, 2003
National Conferences
- Oya Aran & Lale Akarun, A Particle Filter Based Algorithm for Robust Tracking of Hands and Face Under Occlusion, IEEE 16th Signal Processing and Communications Applications (SIU 2008), 2008
- Oya Aran & Lale Akarun, Sign Language Processing and Interactive Tools for Sign Language Education , IEEE 15th Signal Processing and Communications Applications (SIU 2007), 2007
- Oya Aran, Ismail Ari, Amac Guvensan, Hakan Haberdar, Zeyneb Kurt, Irem Turkmen, Asli Uyar & Lale Akarun, A Database of Non-Manual Signs in Turkish Sign Language , IEEE 15th Signal Processing and Communications Applications (SIU'07), 2007
- Oya Aran & Lale Akarun, Combination Strategies for 2D Features to Recognize 3D Gestures , IEEE 14th Signal Processing and Communications Applications (SIU 2006), 2006
- Oya Aran, Cem Keskin & Lale Akarun, Engelliler için Bilgisayar Uygulamaları ve Işaret Dili Eğitimi , GAP V. Mühendislik Kongresi Bildiriler Kitabı, 2006
Thesis
- Oya Aran, Vision Based Sign Language Recognition: Modeling and Recognizing Isolated Signs With Manual and Non-manual Components, PhD Thesis, Bogazici University, Istanbul, Turkey, 2008
- Oya Aran, Incremental Neural Network Construction Algorithms for Training Multilayer Perceptrons, MS Thesis, Bogazici University, Istanbul, Turkey, 2002
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