Berrin  Yanıkoğlu

English version

Berrin Yanıkoğlu

E-posta : berrinsabanciuniv.edu

Kişisel web sayfası

Eğitim :

Bilgisayar Mühendisliği ve Matematik Lisansı, Boğaziçi Üniversitesi, 1988; Bilgisayar Bilimi Doktorası, Dartmouth College (ABD), 1993.

Çalıştığı Kuruluşlar :

Rockefeller Üniversitesi (ABD), 1993-1994; Xerox Imaging Systems (ABD), 1994-1996; IBM Almaden Research Center, 1996-1998; IoFlex Inc. (ABD), 1999-2000.

Araştırma Alanları :

Bilgisayarlı görme ve Makine Öğrenmesi: biometrik kişi tanıma, doküman bölümleme ve tanıma, imge ulaşımı

Ödüller :

  • Winner of ImageCLEF Plant Identification Competition -  2012
  • Top Cited Article Award - Pattern Recognition Letters, Elsevier  2010
  • First International Signature Verification Competition (SVC 2004) Winner -  2004
  • IBM Research Division Award - IBM  1998

Üyelikler :

IEEE

Yayınlar :

Article
Mehdipour Ghazi, Mostafa and Yanıkoğlu, Berrin and Aptoula, Erchan (2017) "Plant identification using deep neural networks via optimization of transfer learning parameters", Neurocomputing, Vol.235, 228-235 ()
Yıldız, Muhammet and Yanıkoğlu, Berrin and Kholmatov, Alisher Anatolyevich and Kanak, Alper and Uludağ, Umut and Erdoğan, Hakan (2017) "Biometric layering with fingerprints: template security and privacy through multi-biometric template fusion", Computer Journal, Vol.60, No.4, 573-587 ()
Aptoula, Erchan and Özdemir, Murat Can and Yanıkoğlu, Berrin (2016) "Deep learning with attribute profiles for hyperspectral image classification", IEEE Geoscience and Remote Sensing Letters, Vol.13, No.12, 1970-1974 ()
Dehkharghani, Rahim and Saygın, Yücel and Yanıkoğlu, Berrin and Oflazer, Kemal (2016) "SentiTurkNet: A Turkish polarity lexicon for sentiment analysis", Language Resources and Evaluation, Vol.50, No.3, 667-685 (SCI)
Tırkaz, Çağlar and Eisenstein, Jacob and Sezgin, Metin T. and Yanıkoğlu, Berrin (2015) "Identifying visual attributes for object recognition from text and taxonomy", Computer Vision and Image Understanding, Vol.137, 12-23 (SCI)
Yanıkoğlu, Berrin and Aptoula, Erchan and Tırkaz, Çağlar (2014) "Automatic plant identification from photographs", Machine Vision and Applications, Vol.25, No.6, 1369-1383 (SCI)
Tırkaz, Çağlar and Yanıkoğlu, Berrin and Sezgin, T. Metin (2012) "Sketched symbol recognition with auto-completion", Pattern Recognition, Vol.45, No.11, 3926-3937 (SCI)
Houmani, N. and Mayoue, A. and Garcia-Salicetti, S. and Dorizzi, B. and Khalil, M. I. and Moustafa, M. N. and Abbas, H. and Muramatsu, D. and Yanıkoğlu, Berrin and Kholmatov, Alisher and Martinez-Diaz, M. and Fierrez, J. and Ortega-Garcia, J. and Roure Alcobe, J. and Fabregas, J. and Faundez-Zanuy, M. and Pascual-Gaspar, J. M. and Carednoso-Payo, V. and Vivaracho-Pascual, C. (2012) "BioSecure signature evaluation campaign (BSEC'2009): evaluating online signature algorithms depending on the quality of signatures", Pattern Recognition, Vol.45, No.3, 993-1003 (SCI)
Kebapcı, Hanife and Yanıkoğlu, Berrin and Ünal, Gözde (2011) "Plant image retrieval using color, shape and texture features", Computer Journal (SI), Vol.54, No.9, 1475-1490 (SCI)
Kholmatov, Alisher Anatolyevich and Yanıkoğlu, Berrin (2009) "SUSIG: an on-line signature database, associated protocols and benchmark results", Pattern Analysis & Applications, Vol.12, No.3, 227-236 (SCI)
Yanıkoğlu, Berrin and Kholmatov, Alisher (2009) "Online signature verification using fourier descriptors", EURASIP Journal on Advances in Signal Processing (SCI)
Kholmatov, Alisher Anatolyevich and Yanıkoğlu, Berrin (2006) "Biometric cryptosystem using online signatures", Lecture Notes in Computer Science, Vol.4263, 981-990 (SCI)
Kholmatov, Alisher Anatolyevich and Yanıkoğlu, Berrin (2005) "Identity authentication using improved online signature verification method", Pattern recognition letters, Vol.26, No.15, 2400-2408 (SCI)
Işık, Zerrin and Yanıkoğlu, Berrin and Sezerman, Uğur (2004) "Protein structural class determination using support vector machines", Lecture notes in computer science, Vol.3280, 82-89 (SCI)
Kholmatov, Alisher Anatolyevich and Yanıkoğlu, Berrin (2004) "Biometric authentication using online signatures", Lecture Notes in Computer Science, Vol.3280, 373-380 (SCI)
Yanıkoğlu, Berrin and Erman, Burak (2002) "Minimum energy configurations of the 2-dimensional HP-model of proteins by self-organizing networks", Journal of Computational Biology, Vol.9, No.4, 613-620 (SCI)
Yanıkoğlu, Berrin (2000) "Pitch-based segmentation and recognition of dot-matrix text", International Journal on Document Analysis and Recognition, Vol.3, No.1, 34-39
Book Section / Chapter
Gezici, Gizem and Yanıkoğlu, Berrin and Tapucu, Dilek and Saygın, Yücel, "Sentiment analysis using domain-adaptation and sentence-based analysis", Advances in Social Media Analysis, Gaber, Mohamed Medhat and Cocea, Mihaela and Wiratunga, Nirmalie and Göker, Ayşe (eds.), Switzerland: Springer International Publishing, June 2015, 45-64
Zor, Cemre and Windeatt, Terry and Yanıkoğlu, Berrin, "Bias-variance analysis of ECOC and bagging using neural nets", Ensembles in Machine Learning Applications, Okun, Oleg and Giorgio, Valentini and Re, Matteo (eds.), Germany: Springer, August 2011
Yanıkoğlu, Berrin, "Belge bölütleme ve tanıma", Türkiye Bilişim Ansiklopedisi, İstanbul : Papatya Yayıncılık, February 2006, 111-116
Papers in Conference Proceedings
Zor, Cemre and Yanıkoğlu, Berrin and Merdivan, Erinç and Windeatt, Terry and Kittler, Joseph and Alpaydın, Ethem, "BeamECOC: a local search for the optimization of the ECOC matrix", 23rd International Conference on Pattern Recognition (ICPR), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2017, 198-203
Mehdipour Ghazi, Mostafa and Yanıkoğlu, Berrin and Aptoula, Erchan, "Open-set plant identification using an ensemble of deep convolutional neural networks", Balog, Krisztian and Cappellato, Linda and Ferro, Nicola and Macdonald, Craig (eds.), CLEF 2016 Conference, CLEF (Conference and Labs of the Evaluation Forum), September 2016, 518-524
Özdemir, Murat Can and Aptoula, Erchan and Yanıkoğlu, Berrin, "Fruit detection with binary partition trees (İkili bölüntü ağaçları ile meyve tespiti)", 24th Signal Processing and Communication Application Conference (SIU), IEEE (Institute of Electrical and Electronics Engineers), May 2016, 1685-1688
Mehdipour Ghazi, Mostafa and Yanıkoğlu, Berrin and Aptoula, Erchan and Muslu, Özlem and Özdemir, Murat Can, "Sabanci-Okan system in LifeCLEF 2015 plant identification competition", CLEF 2015, Toulouse, France: CLEF (Conference and Labs of the Evaluation Forum), September 2015
Davari, Amir Abbas and Aptoula, Erhan and Yanıkoğlu, Berrin, "On the effect of synthetic morphological feature vectors on hyperspectral image classification performance (Yapay biçimbilimsel özniteliklerin hiperspektral görüntü sınıflandırma başarımının üzerindeki etkisi)", 23th Signal Processing and Communications Applications Conference (SIU 2015), USA: IEEE (Institute of Electrical and Electronics Engineers), May 2015, 653-656
Yanıkoğlu, Berrin and Yıldıran, Seyfettin Tolga and Tırkaz, Çağlar and Aptoula, Erchan, "Sabanci-Okan system at LifeCLEF 2014 plant identification competition", Cappellato, Linda and Ferro, Nicola and Halvey, Martin and Kraaij, Wessel (eds.), CLEF 2014 Conference, Sheffield, UK: CLEF (Conference and Labs of the Evaluation Forum), September 2014, 771-777
Topçu, Berkay and Erdoğan, Hakan and Karabat, Çağatay and Yanıkoğlu, Berrin, "Biohashing with fingerprint spectral minutiae", International Conference of the Biometrics Special Interest Group (BIOSIG 2013), USA: IEEE (Institute of Electrical and Electronics Engineers), September 2013, 1-12
Yanıkoğlu, Berrin and Aptoula, Erchan and Yıldıran, Seyfettin Tolga, "Sabanci-Okan system at imageclef 2013 plant identification competition", Conference and Labs of the Evaluation Forum (CLEF 2013), Valencia, Spain: Technical University of Valencia, September 2013
Aptoula, Erchan and Yanıkoğlu, Berrin, "Morphological features for leaf based plant recognition", 20th IEEE International Conference on Image Processing (ICIP 2013), USA: IEEE (Institute of Electrical and Electronics Engineers) 2013, 1496-1499
Dehkharghani, Rahim and Yanıkoğlu, Berrin and Tapucu, Dilek and Saygın, Yücel, "Subjectivity-based features for sentiment classification: a study on two lexicons", SENTIRE 2012: Sentiment Elicitation from Natural Text for Information Retrieval and Extraction, Brussels, Belgium:, December 2012
Tırkaz, Çağlar and Yanıkoğlu, Berrin and Sezgin, T. Metin, "Memory conscious sketched symbol recognition", 21st International Conference on Pattern Recognition (ICPR 2012), New York, USA: IAPR (International Association for Pattern Recognition), November 2012
Gezici, Gizem and Yanıkoğlu, Berrin and Tapucu, Dilek and Saygın, Yücel, "New features for sentiment analysis: do sentences matter?", Gaber, Mohamed Medhat and Cocea, Mihaela and Weibelzahl, Stephan and Menasalvas, Ernestina and Labbé, Cyril (eds.), First International Workshop on Sentiment Discovery from Affective Data (SDAD 2012), Bristol, UK: CEUR , September 2012, 5-15
Yanıkoğlu, Berrin and Aptoula, Erchan and Tırkaz, Çağlar, "Sabanci-Okan system at ImageClef 2012: combining features and classifiers for plant identification ", Cross Language Evaluation Platform (CLEF), Rome, Italy: CLEF, September 2012
Husaini, MusAb Habib and Koçyiğit, Ahmet and Tapucu, Dilek and Yanıkoğlu, Berrin and Saygın, Yücel, "An aspect-lexicon creation and evaluation tool for sentiment analysis researchers", Flach, Peter A. and De Bie, Tijl and Cristianini, Nello (eds.), ECML PKDD 2012, Berlin Heidelberg: Springer 2012, 804-807
Yılmaz, Mustafa Berkay and Yanıkoğlu, Berrin and Tırkaz, Çağlar and Kholmatov, Alisher Anatolyevich, "Offline signature verification using classifier combination of HOG and LBP features", International Joint Conference on Biometrics (IJCB 2011), USA: IEEE (Institute of Electrical and Electronics Engineers), November 2011, 1-7
Tırkaz, Çağlar and Sezgin, T. Metin and Yanıkoğlu, Berrin, "Sketched symbol recognition with few examples using particle filtering", ACM International Symposium on Sketch-Based Interfaces and Modeling, Vancouver, CA: ACM (Association for Computing Machinery), August 2011
Zor, Cemre and Yanıkoğlu, Berrin, "Optimization of the ECOC matrix (ECOC matris optimizasyonu)", IEEE 19th Signal Processing and Communications Applications Conference (SIU 2011), USA: IEEE (Institute of Electrical and Electronics Engineers), April 2011, 944-947
Çelik, Mehmet and Yanıkoğlu, Berrin, "Probabilistic mathematical formula recognition using a 2D context-free graph grammar", International Conference on Document Analysis and Recognition (ICDAR 2011), USA: IEEE (Institute of Electrical and Electronics Engineers) 2011, 161-166
Yanıkoğlu, Berrin and Aptoula, Erchan and Tırkaz, Çağlar, "Sabanci-Okan system at ImageClef 2011: plant identication task", Petras, Vivien and Forner, Pamela and Clough, Paul D. (eds.), CLEF 2011 - Conference on Multilingual and Multimodal Information Access Evaluation, Amsterdam, Netherlands: CLEF (Cross-Language Evaluation Forum) 2011
Zor, Cemre and Windeatt, Terry and Yanıkoğlu, Berrin, "Bias-variance analysis of ECOC and bagging using neural nets", SUEMA 2010 Workshop - Supervised and Unsupervised Ensemble Methods and their Applications, Barcelona, Spain: Pattern Analysis, Statistical Modelling and Computational Learning (PASCAL 2), September 2010, 109-118
Zor, Cemre and Yanıkoğlu, Berrin and Windeatt, Terry and Alpaydın, Ethem, "FLIP-ECOC: a greedy optimization of the ECOC matrix", 25th International Symposium on Computer and Information Sciences (ISCIS 2010), Germany: Springer, September 2010
Kebapcı, Hanife and Yanıkoğlu, Berrin and Ünal, Gözde, "Image retrieval for identifying house plants", Lin, Q. and Fan, Z. Z. and Gevers, T. and Schettini, R. and Snoek, C. (eds.), Conference on Imaging and Printing in a Web 2.0 World; and Multimedia content Access - Algorithms and Systems IV, Bellingham, WA, USA: SPIE (International Society for Optical Engineering) 2010
Çamlıkaya, Eren and Kholmatov, Alisher Anatolyevich and Yanıkoğlu, Berrin, "Multi-biometric templates using fingerprint and voice", Kumar, B. V. K. Vijaya and Prabhakar, Salil and Ross, Arun A. (eds.), Biometric Technology for Human Identification V, Orlando, FL, USA : SPIE (The International Society for Optical Engineering), March 2008, I9440-I9440
Kholmatov, Alisher Anatolyevich and Yanıkoğlu, Berrin, "Realization of correlation attack against fuzzy vault scheme", Security, Forensics, Steganography, and Watermarking of Multimedia Contents X, USA: SPIE (The International Society for Optical Engineering), January 2008
Yanıkoğlu, Berrin and Çamlıkaya, Eren and Erdoğan, Hakan, "Saklı modeli kullanarak ses ile metin bağımlı kimlik doğrulama ", Sinyal İşleme ve İletişim Uygulamaları Kurultayı SİU 2007, Eskişehir, Turkey: IEEE, June 2007
Büyükbayrak , Hakan and Yanıkoğlu, Berrin and Erçil, Aytül, "Online handwritten mathematical expression recognition", Lin, Xiaofan and Yanıkoğlu, Berrin (eds.), Document Recognition and Retrieval XIV: IS&T/SPIE International Symposium on Electronic Imaging (SPIE 2007), San Jose, California, USA:, January 2007
Büyükbayrak, Hakan and Yanıkoğlu, Berrin and Erçil, Aytül, "Online handwritten mathematical expression recognition = Çevrimiçi elle yazılmış matematiksel ifade tanıma", Sinyal İşleme ve İletişim Uygulamaları Kurultayı (SIU 2006), Piscataway, USA: IEEE, July 2006, 1-4
Yanıkoğlu, Berrin and Levi, Albert and Savaş, Erkay and Kholmatov, Alisher Anatolyevich, "Secret sharing using biometric traits", Biometric Technology For Human Identification, Orlando, FL, USA: SPIE, April 2006
Vural, Esra and Erdoğan, Hakan and Oflazer, Kemal and Yanıkoğlu, Berrin, "An online handwriting recognition system for Turkish", Smith, Elisa H. Barney and Taghva, Kazem (eds.), Conference on Document Recognition and Retrieval XII, Bellingham, WA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), January 2005, 56-65
Vural, Esra and Erdoğan, Hakan and Oflazer, Kemal and Yanıkoğlu, Berrin, "Türkçe için tablet PC ortamında çevrimiçi yazı tanıma", SIU 2004, IEEE, May 2004, 607-610
Vural, Esra and Erdoğan, Hakan and Oflazer, Kemal and Yanıkoğlu, Berrin, "Türkçe için tablet PC ortamında çevrimiçi yazı tanıma sistemi = An online handwriting recognition system for Turkish", IEEE 12th Signal Processing and Communications Applications Conference, 2004, USA: IEEE (Institute of Electrical and Electronics Engineers) 2004, 607-610
Yanıkoğlu, Berrin and Kholmatov, Alisher Anatolyevich, "Combining multiple biometrics to protect privacy", Proceedings of ICPR-BCTP Workshop, 2004
Yanıkoğlu, Berrin and Kholmatov, Alisher Anatolyevich, "Turkish handwritten text recognition: a case of agglutinative languages", Kanungo, Tapas and Smith, Elisa H. Barney and Hu, Jianying and Kantor, Paul B. (eds.), Conference on Document Recognition and Retrieval X, Bellingham, WA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), January 2003, 227-233
Volumes Edited / Special Issues
Vielhauer, Claus and Yanıkoğlu, Berrin and Garcia-Salicetti, Sonia and Guest, Richard M. and Elliott, Stephen J., Journal of Electronic Imaging - Special section on biometrics: advances in security, usability, and interoperability, Springfield, VA, USA: SPIE (Society of Photo-optical Instrumentation Engineers), January 2008