Elena Battini Sönmez

Yardımcı Doçent Doktor

Mühendislik ve Doğa Bilimleri Fakültesi / Bilgisayar Mühendisliği Bölümü

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  • Education

     

    • 2012, PhD, Computer Engineering, Yildiz Teknik University
    • 1995, MSc, Computing Software and System Design , University of Newcastle
    • 1993, BSc, Computer Science, University of Pisa

     

     

    Experience

     

    • 2004-present, Instructor, Istanbul Bilgi University, Dept. of Computer Eng.
    • 2003-2004, Instructor, Yeditepe University, Dept. of Business Administration and Economics
    • 1998-2002, Computer Manager and Vice-director, Italian Chamber of Trading, Istanbul, TR
    • 1997-1998, Instructor, Yeditepe University, Dept. of Business Administration and Economics
    • 1993-1994, Business Manager, Gruppo DATAMAT, IT

     

     

    Awards

    • The MSc was supported by a scholarship made available by the University of Pisa. Only one such scholarship per year is awarded.

     

    Research interest

     

    • Image Processing
    • Pattern Recognition
    • Machine Learning

     

     

    Publications

    1. E. Battini Sönmez, A. Cangelosi, "Convolutional Neural Networks with Balanced Batches for Facial Expressions Recognition", 9th Int. Conference Machine Vision (ICMV), 18-20 November 2016, Nice, France.
    2. E. Battini Sönmez, A. Cangelosi, "Trust in Human Robot Interaction via Embodiment of Emotions", 3th Int. Symposyum Brain and Cognitive Science (ISBCS), 8 May 2016, Istanbul, TR. 
    3. E. Battini Sönmez, S. Albayrak, "A facial component-based system for emotion classification", Turkish Journal of Electrical Engineering & Computer Sciences, 2016, 24(3): 1663-1673.
    4. M. Aktaş, E. Battini Sönmez, "Video-based Turkish Sign Language Recognition Systems", V ECCOMAS Thematic Conferences on Computational Vision and Medical Image Processing (VipImage 2015), 19-21 October 2015, Tenerife, Canary Islands, Spain. 
    5. A. Memiş, S. Albayrak, E. Battini Sönmez, “An Iris Recognition System Based on AngularRadial Partitioning and Statistical Texture Analysis with Sum & Difference Histogram”, 2-nd Int. Symposium on Computing in Informatics and Mathematics (ISCIM 213), 26-28 September 2013, Tirana, Albania
    6. E. Battini Sönmez “Robust Classification based on Sparsity”, Lambert Academic Publishing, Germany, ISBN: 978-3-659-40066-7, 2013,
    7. E. Battini Sönmez and S. Albayrak, “A Study on the Critical Parameters of the Sparse Representation based Classifier”, IET Computer Vision Journal, 2013.
    8. E. Battini Sönmez, B. Sankur, S. Albayrak, “Classification with Emotional Faces via a Robust Sparse Classifier”, 3-th International Conference on Image Processing Theory, Tools and Applications (IPTA2012), 15-18 October 2012, Istanbul, Turkey. Best paper award.
    9. E. Battini Sönmez, B. Sankur, S. Albayrak, “Face Classification via Sparse Approximations” (original title: Seyrek Yaklaşımlar ile Yüz Sınıflama), Signal Processing and Communications Applications Conference (SIU2011), 20-22 April 2011, Hacettepe, University, Kemer, Antalya, TR.
    10. E. Battini Sönmez, B. Sankur, S. Albayrak, “Face Classification via Sparse Approximations”, Biometrics and Identity Management Conference (BioID2011), 8-10 March 2011, Brandenburg, University of Applied Sciences, Brandenburg, Germany. LNCS 6583, pg. 168.
    11. E. Battini Sönmez, B. Sankur, S. Albayrak, “Biometric Face Recognition Using Random faces” (original title: Rasgele Vektörlerle Biyometrik Yüz Tanıma), Signal Processing and Communications Applications Conference (SIU2010), 21-23 April 2010, Dicle University, Diyarbakır, TR.
    12. E. Battini Sönmez, O. Ozbek, N.O. Ozbek, “A Multimodal Biometric System Based on Wavelets Transformation” (original title: Dalgacık Dönüsümüne Dayalı Çoklu Model Biyometrik Sistem), Akademik Bilişim, 30 January-1 February 2008, Çanakkale TR.
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