Talks/tutorials:
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- J Le Roux, E Vincent and H Erdogan,
Learning-based approaches to speech enhancement and separation,
Interspeech 2016 tutorial [masks_movie] - Sequence labeling: generative and discriminative approaches, hidden Markov models, conditional random fields and structured SVMs, ICMLA 2010 Tutorial, Bethesda, MD, December 2010
- Structured learning for sequence labeling, eNTERFACE’10, Amsterdam, August 2010
- J Le Roux, E Vincent and H Erdogan,
Edited Books:
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- K Takeda , H Erdogan, JHL Hansen, H Abut (Eds.),
In-Vehicle Corpus and Signal Processing for Driver Behavior,
New York: Springer, 2009, ISBN: 978-0-387-79581-2.
- K Takeda , H Erdogan, JHL Hansen, H Abut (Eds.),
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Refereed Journals:
- B Topcu, H Erdogan,
Fixed-length asymmetric binary hashing for fingerprint verification through GMM-SVM based representations
Pattern Recognition, Vol. 88, 409-420, Apr 2019. - IS Topkaya, H Erdogan
Using spatial overlap ratio of independent classifiers for likelihood map fusion in mean-shift tracking
Signal, Image and Video Processing, 1-7, 2018. - T Hori, Z Chen, H Erdogan, JR Hershey, J Le Roux, V Mitra, S Watanabe
Multi-microphone speech recognition integrating beamforming, robust feature extraction, and advanced DNN/RNN backend
Computer Speech & Language 46, 401-418, Nov 2017. - MM Ghazi, H Erdogan,
“Image noise level estimation using higher-order statistics,”
Multimedia Tools and Applications, Volume 76, Issue 2, pp 2379–2397, Jan 2017. - B Topcu, C Karabat, M Azadmanesh, H Erdogan,
“Practical security and privacy attacks against biometric hashing using sparse recovery,”
EURASIP Journal on Advances in Signal Processing, 2016:100, Dec 2016. - NB Karahanoglu, H Erdogan,
“Improving A*OMP: Theoretical and Empirical Analyses With a Novel Dynamic Cost Model,”
Signal Processing, vol. 118, pp. 62-74, Jan 2016 - IS Topkaya, H Erdogan, F Porikli,
“Tracklet Clustering for Robust Multiple Object Tracking Using Distance Dependent Chinese Restaurant Processes,”
Signal, Image and Video Processing (SIVP), Sep 2015 - C Karabat, M Kiraz, H Erdogan, E Savas,
“THRIVE: threshold homomorphic encryption based secure and privacy preserving biometric verification system,”
EURASIP Journal on Advances in Signal Processing, 2015:71, Aug 2015. - EM Grais, H Erdogan,
“Source separation using regularized NMF with MMSE estimates under GMM priors with online learning for the uncertainties,“
Digital Signal Processing, vol. 29, pp. 20-34, Jun. 2014.
(doi) (local copy) - NB Karahanoglu, H Erdogan,
“Compressed sensing signal recovery via forward–backward pursuit,”
Digital Signal Processing, vol. 23, no. 5, pp. 1539-48, Sep. 2013.
(doi) (local copy) - EM Grais, H Erdogan,
“Regularized nonnegative matrix factorization using Gaussian mixture priors for supervised single channel source separation,“
Computer Speech and Language, vol. 27, no. 3, pp. 746-62, May. 2013.
(doi) (local copy) - MU Sen, H. Erdogan,
“Linear classifier combination and selection using group sparse regularization and hinge loss,”
Pattern Recognition Letters, vol.34, no. 3, pp. 265-274, Feb. 2013..
(doi) (local copy) - MB Yilmaz, H Erdogan, M Unel,
“Facial feature extraction using a probabilistic approach,“
Signal Processing: Image Communication, vol. 27, no. 6, pp. 678-693, Jul. 2012.
(doi) (local copy) - NB Karahanoglu, H Erdogan,
“A* orthogonal matching pursuit: best-first search for compressed sensing signal recovery,”
Digital Signal Processing, vol. 22, no. 4, pp. 555-568, Jul. 2012.
(doi) (local copy) (implementation) - C Karabat, H Erdogan,
“Error-correcting output codes guided quantization for biometric hashing,“
IEICE Transactions on Information and Systems, vol. E95-D, no. 6, pp. 1707-1712, Jun. 2012.
(doi) (local copy) - C Karabat, H Erdogan,
“Discriminative projection selection based face image hashing,“
IEICE Transactions on Information and Systems, vol. E95-D, no. 5, pp. 1547-1551, May. 2012.
(doi) (local copy) - Z Aydin, Y Altunbasak, H Erdogan,
“Bayesian models and algorithms for protein beta-sheet prediction,”
IEEE/ACM Transactions on Computational Biology and Bioinformatics, vol. 8, no. 2, pp. 395-409, Mar. 2011.
(doi) (local copy) - R Sarikaya, M Afify, Y Deng, H Erdogan, Y Gao,
“Joint morphological-lexical language modeling for processing morphologically rich languages with application to dialectal Arabic,”
IEEE Transactions on Audio Speech and Language Processing, vol. 16, no. 7, pp. 1330-40, Sep. 2008.
(doi) (local copy) - Z Aydin, Y Altunbasak, H Erdogan,
“Bayesian protein secondary structure prediction with near-optimal segmentations,”
IEEE Transactions on Signal Processing, vol. 55, no. 7, part 1, pp. 3512-3525, Jul. 2007.
(doi) (local copy) - E Erzin, Y Yemez, M Tekalp, A Ercil, H Erdogan, H Abut,
“Multimodal person recognition for human-vehicle interaction,”
IEEE MultiMedia, vol. 13, no. 2, pp. 18-31, Apr-Jun. 2006.
(doi) (local copy) - H Erdogan, R Sarikaya, SF Chen, Y Gao, M Picheny,
“Using semantic analysis to improve speech recognition performance,”
Computer Speech and Language, vol.19, no. 3, pp. 321-343, Jul. 2005.
(doi) (local copy) - R Sarikaya, Y Gao, M Picheny, H Erdogan,
“Semantic confidence measurement for spoken dialog systems,”
IEEE Transactions on Speech and Audio Processing, vol. 13, no. 4, pp. 534-545, Jul. 2005.
(doi) (local copy) - JA Fessler, H Erdogan, WB Wu,
“Exact distribution of edge-preserving MAP estimators for linear signal models with Gaussian measurement noise,”
IEEE Transactions on Image Processing, vol. 9, no. 6, pp. 1049-56, Jun. 2000.
(doi) (local copy) - H Erdogan, JA Fessler,
“Ordered subsets algorithms for transmission tomography,”
Physics in Medicine and Biology, vol. 44, no. 11, pp. 2835-51, Nov. 1999.
(doi) (local copy) - H Erdogan, JA Fessler,
“Monotonic algorithms for transmission tomography,”
IEEE Transactions on Medical Imaging, vol. 18, no. 9, pp. 801-14, Sep. 1999.
(doi) (local copy)
Book Chapters:
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- IS Topkaya, H Erdogan, F Porikli, “Detecting and Tracking Unknown Number of Objects with Dirichlet Process Mixture Models and Markov Random Fields,” in Advances in Visual Computing, ISVC 2013, LNCS xxx , G Bebis et.al. Eds., Springer, 2013.
- B Yilmaz, H Erdogan, M Unel, “Probabilistic Facial Feature Extraction Using Joint Distribution of Location and Texture Information,” in Advances in Visual Computing Part II, ISVC 2009, LNCS 5876, G Bebis et.al. Eds., Springer, 2009, pp. 1171-80.
- H Abut, H Erdogan, A Ercil, et.al., “Real-world data collection with “Uyanik,” in In-vehicle corpus and signal processing for driver behavior, K Takeda, H Erdogan, JHL Hansen, H Abut, Eds., Springer, 2009, pp. 23-43.
- H Erdogan, A Ercil, and H Abut, “Experiments on decision fusion for driver recognition,” in Advances for In-Vehicle and Mobile Systems: Challenges for International Standards, H Abut, JHL Hansen, K Takeda, Eds., Springer, 2007, pp. 1-10.
- H Erdogan, A Ercil, HK Ekenel, S Bilgin, I Eden, M Kirisci, H Abut, “Multi-modal person recognition for vehicular applications,” in MCS 2005, LNCS 3541, NC Oza et al. Eds., Springer, 2005, pp. 366 – 375.
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Conference Proceedings:
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- T Hori, Z Chen, H Erdogan, JR Hershey, J Le Roux, V Mitra, and S Watanabe, “The MERL/SRI system for the 3rd CHiME challenge using beamforming, robust feature extraction, and advanced speech recognition,” ASRU’15.
- Z Chen, S Watanabe, H Erdogan, and JR Hershey, “Speech enhancement and recognition using multi-task learning of long short-term memory recurrent neural networks,“ Proc. Interspeech’15, pp. 3274–3278, Dresden, Sep. 2015.
- YZ Isik, H Erdogan, R Sarikaya, “S-vector: A discriminative representation derived from I-vector for speaker verification,” EUSIPCO 2015, Nice, Sep 2015.
- F Sohrab, H Erdogan, “Recognize and separate approach for speech denoising using nonnegative matrix factorization,” EUSIPCO 2015, Nice, Sep 2015.
- F Weninger, H Erdogan, S Watanabe, E Vincent, J Le Roux, JR Hershey, B Schuller, “Speech Enhancement with LSTM Recurrent Neural Networks and its Application to Noise-Robust ASR,” in Proc. International Conference on Latent Variable Analysis and Signal Separation (LVA/ICA 2015), Aug. 2015.
- H Erdogan, JR Hershey, S Watanabe, J Le Roux, “Phase-sensitive and recognition-boosted speech separation using deep recurrent neural networks,” ICASSP 2015, Brisbane, April 2015. [poster]
- AE Bulut, H Demir, Y Z Isik, H Erdogan, “PLDA-based diarization of telephone conversations,” ICASSP 2015, Brisbane, April 2015.
- IS Topkaya, H Erdogan, F Porikli, “Counting people by clustering person detector outputs,” IEEE AVSS 2014, Seoul, August 2014. [received best poster award]
- EM Grais, MU Sen, H Erdogan, “Deep neural networks for single channel source separation,” ICASSP 2014, Florence, May 2014.
- B Topcu, H Erdogan, C Karabat, B Yanikoglu, “Biohashing with fingerprint spectral minutiae,” BIOSIG 2013, Darmstadt, September 2013.
- EM Grais, H Erdogan, “Discriminative Nonnegative Dictionary Learning using Cross-Coherence Penalties for Single Channel Source Separation,” Interspeech 2013, Lyon, August 2013.
- EM Grais, H Erdogan, “Spectro-temporal post-enhancement using MMSE estimation in NMF based single-channel source separation,” Interspeech 2013, Lyon, August 2013.
- NB Karahanoglu, H Erdogan, SI Birbil, “A mixed integer linear programming formulation for the sparse recovery problem in compressed sensing,” ICASSP 2013, Vancouver, May 2013.
- EM Grais, H Erdogan, “Initialization Of Nonnegative Matrix Factorization Dictionaries For Single Channel Source Separation,” IEEE SIU 2013, Girne, April 2013.
- Grais, E.M., and Erdogan, H., “Hidden Markov Models as Priors for Regularized Nonnegative Matrix Factorization in Single-Channel Source Separation,” Interspeech 2012, Portland, September 2012.
- Grais, E.M., and Erdogan, H., “Gaussian Mixture Gain Priors for Regularized Nonnegative Matrix Factorization in Single-Channel Source Separation,” Interspeech 2012, Portland, September 2012.
- Karahanoglu, N.B., and Erdogan, H., “A Comparison of Termination Criteria for A*OMP,” EUSIPCO 2012, Bucharest, August 2012.
- Karahanoglu, N.B., and Erdogan, H., “Forward-Backward Search for Compressed Sensing Signal Recovery,” EUSIPCO 2012, Bucharest, August 2012.
- Grais, E.M., and Erdogan, H., “Spectro-temporal Post-Smoothing in NMF Based Single-Channel Source Separation,” EUSIPCO 2012, Bucharest, August 2012.
- Topkaya, I.S., and Erdogan, H., “SUTAV: a Turkish audio visual database,” LREC 2012, Istanbul, May 2012.
- Emad M. Grais, Ibrahim Saygin Topkaya, Hakan Erdogan, “Audio-visual Speech Recognition With Background Music Using Single-channel Source Separation,” IEEE SIU 2012, Oludeniz, April 2012.
- Grais, E.M., and Erdogan, H., “Adaptation of speaker-specific bases in nonnegative matrix factorization for single channel speech-music separation ,” Interspeech 2011, Florence, August 2011.
- Grais, E.M., and Erdogan, H., “Single channel speech music separation using nonnegative matrix factorization with sliding window and spectral masks,” Interspeech 2011, Florence, August 2011.
- Karabat, C., Erdogan, H., and Mihcak, K., “A face image hashing method based on optimal linear transform under colored Gaussian noise assumption,” DSP 2011, Corfu, July 2011.
- Karabat, C., Erdogan, H., and Mihcak, K., “Information theoretic capacity analysis for biometric hashing methods,” DSP 2011, Corfu, July 2011.
- Grais, E.M., and Erdogan, H., “Single channel speech music separation using nonnegative matrix factorization and spectral masks,” DSP 2011, Corfu, July 2011.
- Topkaya, I.S., and Erdogan, H., “Using multiple visual tandem streams in audio-visual speech recognition,” ICASSP 2011, Prag, May 2011.
- Karahanoglu, N.B., and Erdogan, H., “Compressed sensing signal recovery via A* orthogonal matching pursuit ,“ ICASSP 2011, Prag, May 2011.
- EM Grais, H Erdogan, “Single Channel Speech-Music Separation Using Matching Pursuit And Spectral Masks,” IEEE SIU 2011, Kemer, April 2011.
- Calpur, M.C., Erdogan, H., Catay, B., Donald, B.R., Apaydin, S., “Developing a scoring function for NMR structure-based assignments using machine learning,” ISCIS 2010, London, Sep. 2010.
- Topcu, B., and Erdogan, H., “Decision fusion for patch-based face recognition,” International Conference on Pattern Recognition 2010, Istanbul, Turkey, Aug. 2010.
- Erdogan, H., and Sen, M. U., “A unifying framework for learning the linear combiners for classifier ensembles,” International Conference on Pattern Recognition 2010, Istanbul, Turkey, Aug. 2010.
- Erdogan, H., and Grais, E. M., “Semi-blind speech-music separation using sparsity and continuity priors,” International Conference on Pattern Recognition 2010, Istanbul, Turkey, Aug. 2010.
- Karabat C, Erdogan H, “A Cancelable Biometric Hashing For Secure Biometric Verification System,” IIHMSP 2009, Kyoto, Japan, Sep. 2009.
- Ozgur, E., Yilmaz B., Karabalkan, H., Erdogan, H., Unel, M., “Lip segmentation using adaptive color space training,” International Conference on Auditory-Visual Speech Processing 2008, Moreton Island, Australia, Sep. 2008.
- Ozgur, E., Unel, M., Erdogan, H., Ercil, A., “Evolving Implicit Polynomial Interfaces,” BMVC 2008, Leeds, UK, Sep. 2008.
- Topcu, B., and Erdogan, H., “Using local temporal features of bounding boxes for walking/running classification,” IEEE ICASSP 2008, Las Vegas, NV, Apr. 2008.
- Turdu, D., and Erdogan, H., “Improved post-processing for GMM based adaptive background modeling,” IEEE ISCIS 2007, Ankara, Turkey, Nov. 2007.
- Aydin, Z., Altunbasak, Y., Pakatci, I. K., and Erdogan, H., “Training set reduction methods for protein secondary structure prediction in single sequence condition,” EMBC 2007, Lyon, France, Aug. 2007.
- Abut, H., Erdogan, H., et.al., “Data collection with “Uyanik”: Too much pain; but gains are coming,” Biennial on DSP for in-Vehicle and Mobile Systems, Istanbul, Turkey, Jun. 2007.
- Karabalkan, H., Erdogan, H., “Audio-visual speech recognition in vehicular noise using a multi-classifier approach,” Biennial on DSP for in-Vehicle and Mobile Systems, Istanbul, Turkey, Jun. 2007.
- Stallkamp, J., Ekenel, H. K., Erdogan, H., Stiefelhagen, R. and Ercil, A., “Video-based driver identification using local appearance face recognition,” Biennial on DSP for in-Vehicle and Mobile Systems, Istanbul, Turkey, Jun. 2007.
- Aydin, Z., Erdogan, H., Altunbasak, Y., “Protein fold recognition using residue-based alignments of sequence and secondary structure,” ICASSP 2007, Honolulu, Hawai, Apr. 2007.
- Erdogan, H., Buyuk, O., Oflazer, K., “Incorporating language constraints in sub-word based speech recognition,” IEEE Automatic Speech Recognition and Understanding Workshop, Cancun Mexico, Dec. 2005.
- Tuzcu, V., Nas, S., Erdogan, H., Zhang, L., Vincent, M., Woodward Benson, D., “Identification of Genotype-Specific Repolarization Patterns in Congenital Long-QT Syndrome Using Dynamic Time Warping Analysis,” American Heart Association Scientific Session, Dallas, Texas, Nov. 2005.
- H Erdogan, A N Ozyagci, T Eskil, M Rodoper, A Ercil, H Abut, “Experiments on decision fusion for driver recognition“, Biennial on DSP for in-vehicle and mobile systems, Sesimbra Portugal, Sep. 2005.
- H Erdogan, “Regularizing linear discriminant analysis for speech recognition,” Interspeech 2005 – Eurospeech, Lisbon Portugal, Sep. 2005.
- E Vural, H Erdogan, K Oflazer, B Yanikoglu, “An Online Handwriting recognition system for Turkish,” SPIE Electronic Imaging Symposium, San Jose CA, Jan. 2005.
- H Erdogan , “Subspace kernel discriminant analysis for speech recognition,” Robust 2004 Workshop, Norwich UK, Sep. 2004.
- A Akyol, H Erdogan, “Filler model based confidence measures for spoken dialogue systems: a case study for Turkish,” ICASSP 2004, Montreal Canada, May. 2004.
- HK Ekenel, SY Bilgin, I Eden, M Kirisci, H Erdogan, A Ercil, “Multimodal person verification from video sequences,” Proceedings of SWIM, Maui Hawai, Jan. 2004.
- H Erdogan, R Sarikaya, Y Gao, M Picheny, “Semantic Structured language models,” ICSLP 2002.
- Y Li, H Erdogan, Y Gao, E Marcheret, “Incremental Online feature space MLLR adaptation for telephony speech recognition,” ICSLP 2002.
- R Sarikaya, Y Gao, H Erdogan, M Picheny, “Turn-Based Language Modeling for Spoken Dialog Systems,” ICASSP 2002.
- Y Gao, H Erdogan, Y Li, V Goel, M Picheny, “Recent Advances in Speech Recognition for IBM DARPA Communicator,” Eurospeech 2001.
- H Erdogan, “Speech Recognition for a Travel Reservation System,” IC-AI 2001.
- H Erdogan, Y Gao, and M Picheny, “Rapid adaptation using penalized-likelihood methods,” ICASSP 2001.
- Y Gao, B Ramabhadran, J Chen, H Erdogan and M Picheny, “Innovative Approaches for Large Vocabulary Name Recognition,” ICASSP 2001.
- Y Li, Y Gao and H Erdogan, “Weighted Pairwise Scatter to Improve Linear Discriminant Analysis,” ICSLP 2000.
- H Erdogan, JA Fessler, “Algorithms for joint estimation of attenuation and emission images in PET,” Proc. IEEE Conf. Acoust. Speech Sig. Proc., vol. 6, pp. 3783-6, 2000.
- H Erdogan, JA Fessler, “Joint estimation of attenuation and emission images from PET scans,” Proc. IEEE Nuc. Sci. Symp. Med. Im. Conf., vol. 3, pp. 1672-5, 1999.
- H Erdogan, G Gualtieri, and JA Fessler, “An ordered subsets algorithms for transmission tomography,” Proc. IEEE Nuc. Sci. Symp. Med. Im. Conf., 1998.
- H Erdogan and JA Fessler, “Scan time optimization for post-injection PET scans,” Proc. IEEE Nuc. Sci. Symp. Med. Im. Conf., 1998.
- JA Fessler and H Erdogan, “Paraboloidal surrogates algorithm for convergent penalized-likelihood emission image reconstruction,” In Proc. IEEE Nuc. Sci. Symp. Med. Im. Conf., 1998.
- H Erdogan and J A Fessler, “Accelerated monotonic algorithms for transmission tomography,” In Proc. IEEE Intl. Conf. On Image Processing, vol. 2, pp. 680-684, 1998.
- H Erdogan and J A Fessler, “Statistical image reconstruction methods for simultaneous emission/transmission PET scans,” In Proc. IEEE Nuc. Sci. Symp. Med. Im. Conf., vol. 3, pp. 1579-83, 1996.
- J Shen, H Erdogan and E S Ebbini, “Optimal image operator design technique for coded excitation ultrasound imaging system,” In Proc. IEEE Ultrasonics Symposium, vol. 3, pp 1777- 1781, 1994.
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National Conference Proceedings: (in Turkish)
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- B Topcu, C Karabat, H Erdogan, “Biohashing with Local Zernike Moments for face verification,” IEEE SIU 2014, Trabzon, April 2014.
- MU Sen, H Erdogan, “Learning word representations for Turkish,” IEEE SIU 2014, Trabzon, April 2014.
- NB Karahanoglu, H Erdogan, “Seyrek İşaret Geri Çatma Problemi İçin Optimal İleri-geri Arayışı,” IEEE SIU 2013, Girne, Nisan 2013.
- Cagatay Karabat, Hakan Erdogan, “Biyometrik Kıyım: İstatistiksel Nicemleme Yöntemleri Üzerine Bir Çalışma,” IEEE SIU 2012, Oludeniz, Nisan 2012.
- N. Burak Karahanoglu, Hakan Erdogan, “Sıkıştırmalı Algılama Işaret Geri Kazanma Probleminde A* Aramasının Karmaşıklık Ve Doğruluk Analizi,” IEEE SIU 2012, Oludeniz, Nisan 2012.
- Yusuf Ziya Işık, Mehmet Uğur Doğan, Hakan Erdoğan, ” TÜBİTAK UEKAE – SABANCI ÜNİVERSİTESİ NIST SRE 2010 Konuşmacı Doğrulama Sistemi,” IEEE SIU 2011, Kemer, Nisan 2011.
- Mehmet Umut Şen, Hakan Erdoğan, “Basit Birleştirici Tipleri için Doğrusal Olmayan Sınıflandırıcı Birleştirme,” IEEE SIU 2011, Kemer, Nisan 2011.
- İbrahim Saygın Topkaya, Mehmet Umut Şen, Mustafa Berkay Yılmaz, Hakan Erdoğan, “Görsel-İşitsel Tandem Sınıflandırıcılar ve Birleşimleri ile Konuşma Tanıma Başarısını Arttırma,” IEEE SIU 2011, Kemer, Nisan 2011.
- İbrahim Saygın Topkaya, Hakan Erdoğan, “Nesne Takibi için Histogam İlintisi Temelli Sınıflandırıcı Birleşimi,” IEEE SIU 2011, Kemer, Nisan 2011.
- Cagatay Karabat, Hakan Erdogan, Mehmet Kivanc Mihcak, “Biyometrik Kıyım Yöntemlerinin Kapasite Analizi,” IEEE SIU 2011, Kemer, Nisan 2011.
- Cagatay Karabat, Hakan Erdogan, Mehmet Kivanc Mihcak, “En İyi Lineer Dönüşüme Dayalı Yeni Bir Biyometrik Kıyım Yöntemi,” IEEE SIU 2011, Kemer, Nisan 2011.
- Berkay Topcu; Hakan Erdogan, “Yüz Tanıma için İlinti Tabanlı Yama Yerelleştirme,” IEEE SIU 2011, Kemer, Nisan 2011.
- Topcu, B., Erdogan, H., “Yama-tabanlı Yüz Tanıma için Yeni Yöntemler,” IEEE SIU 2010, Diyarbakır, Türkiye, Nisan 2010.
- Yilmaz, B., Erdogan, H., Unel, M., “Şekil Önbilgisi Kullanarak Gelişmiş Dudak Bölütlemesi,” IEEE SIU 2010, Diyarbakır Türkiye, Nisan 2010.
- Erdoğan, H., Şen M.U. “Çoklu Sınıflandırıcıların Doğrusal Birleştiricilerinin Öğrenimi İçin Düzenlileştirmeli ve Bütünleyici Bir Yaklaşım,” IEEE SIU 2010, Diyarbakır Türkiye, Nisan 2010.
- Çağatay Karabat, Hakan Erdoğan, ” Güvenilir Biyometrik Kıyım Yöntemi,” IEEE SIU 2009, Side, 2009.
- Berkay Topçu, Hakan Erdoğan, “Yerel Görünüm Tabanlı Yüz Tanıma İçin Değişik Boyut İndirme ve Normalizasyon Yöntemlerinin İncelenmesi”, IEEE SIU 2009, Side, 2009.
- Harun Karabalkan, Hakan Erdoğan, “Görsel – İşitsel Konuşma Tanıma’da Veri Kaynaştırma Teknikleri”, IEEE SIU 2009, Side, 2009.
- Cem Aksoylar, Süha Orhun Mutluergil, Hakan Erdoğan, “Bir Türkçe Konuşma Tanıma Sisteminin Anatomisi,” IEEE SIU 2009, Side, 2009.
- Mustafa Berkay Yılmaz, Hakan Erdoğan, Mustafa Ünel, “Konum ve Doku Bilgisinin Ortak Dağılımını Kullanarak Yüz Özniteliklerinin İstatistiksel Çıkarımı,” IEEE SIU 2009, Side, 2009.
- Tuysuzoglu, A., Pakatci, I.K., Erdogan, H., “Gözetim Videolarında Nesne ve Olay Tanımlama Başarım Analizi İçin Veritabanı Oluşturulması,” IEEE SIU 2008, Didim, 2008.
- Turdu, D., Erdogan, H., “Gauss karışım modeli tabanlı uyarlamalı arkaplan modelinin hizterezis eşikleme ile iyileştirilmesi,” IEEE SIU 2007, Eskisehir, 2007.
- Topcu, B., Erdogan, H., “Gözetim videolarında dinamik niteliklere dayalı yürüme/koşma sınıflandırma,” IEEE SIU 2007, Eskisehir, 2007.
- Pakatci, I. K., Aydin, Z., Erdogan, H., Altunbasak, Y., “Yetim proteinlerde ikincil yapı öngörüsü için eğitim kümesi indirgeme yöntemleri,” IEEE SIU 2007, Eskisehir, 2007.
- Camlikaya, E., Yanikoglu, B., Erdogan, H., “Saklı Markov modeli kullanarak ses ile metin bağımlı kimlik doğrulama,” IEEE SIU 2007, Eskisehir, 2007.
- Eskil, T., Erdogan, H., Ercil, A., Ozyagci, A. N., and Rodoper, M., “Araç içinde sürücü tanıma için karar tümleştirme yöntemleri,” IEEE SIU 2006, Antalya, 2006.
- O Buyuk, H Erdogan, K Oflazer, “Konuşma tanımada karma dil birimleri kullanımı ve dil kısıtlarının gerçeklenmesi,” IEEE SIU 2005, Kayseri, May 2005.
- H Erdogan, “Konuşma tanıma için heteroskedastik ayırtaç analizinin düzenlileştirilmesi,” IEEE SIU 2005, Kayseri, May 2005.
- HK Ekenel, SY Bilgin, I Eden, M Kirisci, H Erdogan, A Ercil, “Video Dizilerinden Çoğul-Biyometrik Kimlik Doğrulama,” IEEE SIU 2004, Kuşadası, Jun. 2004.
- A Akyol, H Erdogan, “Sesli diyalog sistemlerinde dolgu modeli kullanarak güvenilirlik ölçümü,” IEEE SIU 2004, Kuşadası, Jun. 2004.
- E Vural, H Erdogan, K Oflazer, B Yanikoglu, “Türkçe için tablet PC ortamında çevrimiçi yazı tanıma sistemi”, IEEE SIU 2004, Kuşadası, Jun. 2004.
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