İsmail Arı

Journals

1. O. Aran, İ. Arı, A. Benoit, P. Campr, A. H. Carrillo, F. X. Fanard, L. Akarun, A. Caplier, and B. Sankur, "SignTutor: An Interactive System for Sign Language Tutoring", IEEE Multimedia, Vol 16, 2009.
2. O. Aran, İ. Arı, P. Campr, E. Dikici, M. Hruz, S. Parlak, L. Akarun, and M. Saraçlar, "Speech and Sliding Text Aided Sign Retrieval from Hearing Impaired Sign News Videos", Journal on Multimodal User Interfaces, Springer, 2008.

International Conference and Workshop Proceedings

1. İ. Arı, A. T. Cemgil, and L. Akarun, "The Power of Less: Exemplar-based Automatic Transcription of Polyphonic Piano Music," 6th International Workshop on Machine Learning and Music held in Conjunction with the European Conference on Machine Learning and Principles and Practice of Knowledge Discovery in Databases (ECML/PKDD'13), Prag, Czech Republic, 2013.
2. İ. Arı,  A. T. Cemgil, and L. Akarun, "Probabilistic Interpolative Decomposition," IEEE 22nd Int'l Workshop on Machine Learning for Signal Processing (MLSP), Santander, Spain, 2012.  | Presentation
3. İ. Arı,  U. Şimşekli, A. T. Cemgil, and L. Akarun, "Large Scale Polyphonic Music Transcription Using Randomized Matrix Decompositions," 20th European Signal Processing Conference (EUSIPCO), Bucharest, 2012. | Poster
4. B. E. Demiröz, İ. Arı, O. Eroğlu, A. A. Salah, and L. Akarun, "Feature based Tracking on a Multi-Omnidirectional Camera Dataset", International Symposium on Communications, Control and Signal Processing (ISCCSP), Rome, 2012.
5. B. E. Demiröz, İ. Arı, A. Ronzhin, A. Çoban, H. Yalçın, A. Karpov, and L. Akarun, "Multimodal Assisted Living Environment", Proceedings of eNTERFACE 2011, The Summer Workshop on Multimodal Interfaces, Pilsen, 2011.
6. C. Keskin, İ. Arı, T. Eren, F. Kıraç, L. Rybok, H. Ekenel, R. Stiefelhagen, and L. Akarun, "Vision Based Hand Puppet," Proceedings of eNTERFACE 2010, The Summer Workshop on Multimodal Interfaces, 2010, pp. 10-17.
7. İ. Arı, A. Uyar, and L. Akarun, " Facial Feature Tracking and Expression Recognition for Sign Language", International Symposium on Computer and Information Sciences (ISCIS), Istanbul, Turkey, 2008.
8. O. Aran, İ. Arı, P. Campr, E. Dikici, M. Hruz, D. Kahramaner, S. Parlak, L. Akarun, and M. Saraçlar, "Speech and Sliding Text Aided Sign Retrieval from Hearing Impaired Sign News Videos", Proceedings of eNTERFACE 2007, The Summer Workshop on Multimodal Interfaces, Istanbul, 2007. [see the journal article version]
9. O. Aran, İ. Arı, A. Benoit, A. H. Carrillo, F. Fanard, P. Campr, L. Akarun, A. Caplier, M. Rombaut, and B. Sankur, "SignTutor: An Interactive Sign Language Tutoring Tool", Proceedings of eNTERFACE 2006, The Summer Workshop on Multimodal Interfaces, Dubrovnik, 2006. [see the journal article version]

National Conference Proceedings (in Turkish)

1. İ. Arı, A. T. Cemgil, and L. Akarun, "Çok-öbekli Veri için Aradeğerlemeci Ayrışım (ID for Data with Multiple Clusters)," IEEE 21st Signal Processing and Communications Applications Conference, Girne, 2013. | Presentation (HTML, PDF) [IEEE Best Paper Award, Alper Atalay Best Paper Award]
2. İ. Arı, U. Şimşekli, A. T. Cemgil, and L. Akarun, "TDA-tabanlı Çoksesli Müzik Notalandırma (SVD-based Polyphonic Music Transcription)," IEEE 20st Signal Processing and Communications Applications Conference, Fethiye, 2012. | Presentation [IEEE Best Paper Candidate]
3. İ. Arı, F. O. Alsaran, and L. Akarun, "Görü-tabanlı Gerçek-zamanlı Duygu Tanıma (Vision-based Real-time Emotion Recognition)," IEEE 19th Signal Processing and Communications Applications Conference, Antalya, 2011.
4. İ. Arı, Y. Açıköz, "Pinotator ile Hızlı İmge İşaretleme (Fast Image Annotation with Pinotator)," IEEE 19th Signal Processing and Communications Applications Conference, 2011.
5. İ. Arı, H. Gao, H. K. Ekenel and L. Akarun, "Yüz Nirengi Noktala-rının Zamansal Öz-benzerliğine ve Kelime Çantasına Dayalı Yüz İfadesi ve Kafa Hareketi Tanıma (Facial Expression and Head Gesture Recognition Using Temporal Self-similarity and Bag of Words of Facial Landmarks)", IEEE 18th Signal Processing and Communications Applications Conference, Diyarbakır, 2010. | Poster
6. İ. Arı and L. Akarun, "Yüz Özniteliklerinin Takibi ve İşaret Dili için İfade Tanıma (Facial Feature Tracking and Expression Recognition for Sign Language)," IEEE 17th Signal Processing and Communications Applications Conference, Antalya, 2009.
7. O. Aran, İ. Arı, A. Güvensan, H. Haberdar, Z. Kurt, İ. Türkmen, A. Uyar, and L. Akarun, "Türk İşaret Dili Yüz İfadesi ve Baş Hareketi Veritabanı (A Database of Non-Manual Signs in Turkish Sign Language)", IEEE 15th Signal Processing and Communications Applications Conference, Eskişehir, 2007.

MS Thesis

İsmail Arı, "Facial Feature Tracking and Expression Recognition for Sign Language," MS Thesis, Boğaziçi University, Istanbul, Turkey, 2008.

Abstract | Turkish abstract | Turkish presentation

The facial expression analysis research is done using BUHMAP database.