2016

  1. 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

2015

  1. 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.
  2. 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.
  3. 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
  4. YZ Isik, H Erdogan, R Sarikaya, “S-vector: A discriminative representation derived from I-vector for speaker verification,” EUSIPCO 2015, Nice, Sep 2015.
  5. F Sohrab, H Erdogan, “Recognize and separate approach for speech denoising using nonnegative matrix factorization,” EUSIPCO 2015, Nice, Sep 2015.
  6. 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.
  7. 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.
  8. 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.
  9. AE Bulut, H Demir, Y Z Isik, H Erdogan, “PLDA-based diarization of telephone conversations,” ICASSP 2015, Brisbane, April 2015.

2014

  1. 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.
  2. IS Topkaya, H Erdogan, F Porikli, “Counting people by clustering person detector outputs,” IEEE AVSS 2014, Seoul, August 2014. [received best poster award]
  3. EM Grais, MU Sen, H Erdogan, “Deep neural networks for single channel source separation,” ICASSP 2014, Florence, May 2014.
  4. B Topcu, C Karabat, H Erdogan, “Biohashing with Local Zernike Moments for face verification,” IEEE SIU 2014, Trabzon, April 2014.
  5. MU Sen, H Erdogan, “Learning word representations for Turkish,” IEEE SIU 2014, Trabzon, April 2014.

2013

  1. 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.
  2. 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.
  3. 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.
  4. B Topcu, H Erdogan, C Karabat, B Yanikoglu, “Biohashing with fingerprint spectral minutiae,” BIOSIG 2013, Darmstadt, September 2013.
  5. EM Grais, H Erdogan, “Discriminative Nonnegative Dictionary Learning using Cross-Coherence Penalties for Single Channel Source Separation,” Interspeech 2013, Lyon, August 2013.
  6. EM Grais, H Erdogan, “Spectro-temporal post-enhancement using MMSE estimation in NMF based single-channel source separation,” Interspeech 2013, Lyon, August 2013.
  7. 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.
  8. EM Grais, H Erdogan, “Initialization Of Nonnegative Matrix Factorization Dictionaries For Single Channel Source Separation,” IEEE SIU 2013, Girne, April 2013.
  9. NB Karahanoglu, H Erdogan, “Seyrek İşaret Geri Çatma Problemi İçin Optimal İleri-geri Arayışı,” IEEE SIU 2013, Girne, Nisan 2013.

2012

  1. 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.
  2. 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.
  3. 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.
  4. 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.
  5. 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.
  6. 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.
  7. Karahanoglu, N.B., and Erdogan, H., “A Comparison of Termination Criteria for A*OMP,EUSIPCO 2012, Bucharest, August 2012.
  8. Karahanoglu, N.B., and Erdogan, H., “Forward-Backward Search for Compressed Sensing Signal Recovery,EUSIPCO 2012, Bucharest, August 2012.
  9. Grais, E.M., and Erdogan, H., “Spectro-temporal Post-Smoothing in NMF Based Single-Channel Source Separation,” EUSIPCO 2012, Bucharest, August 2012.
  10. Topkaya, I.S., and Erdogan, H., “SUTAV: a Turkish audio visual database,” LREC 2012, Istanbul, May 2012.
  11. 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.
  12. Cagatay Karabat, Hakan Erdogan, “Biyometrik Kıyım: İstatistiksel Nicemleme Yöntemleri Üzerine Bir Çalışma,” IEEE SIU 2012, Oludeniz, Nisan 2012.
  13. N. Burak Karahanoglu, Hakan Erdogan, “Sıkıştırmalı Algılama Işaret Geri Kazanma Probleminde A* Aramasının Karmaşıklık Ve Doğruluk Analizi,” IEEE SIU 2012, Oludeniz, Nisan 2012.

2011

  1. 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.
  2. 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.
  3. 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.
  4. Karabat, C., Erdogan, H., and Mihcak, K., “Information theoretic capacity analysis for biometric hashing methods,” DSP 2011, Corfu, July 2011.
  5. Grais, E.M., and Erdogan, H., “Single channel speech music separation using nonnegative matrix factorization and spectral masks,” DSP 2011, Corfu, July 2011.
  6. Topkaya, I.S., and Erdogan, H., “Using multiple visual tandem streams in audio-visual speech recognition,” ICASSP 2011, Prag, May 2011.
  7. Karahanoglu, N.B., and Erdogan, H., “Compressed sensing signal recovery via A* orthogonal matching pursuit , ICASSP 2011, Prag, May 2011.
  8. EM Grais, H Erdogan, “Single Channel Speech-Music Separation Using Matching Pursuit And Spectral Masks,” IEEE SIU 2011, Kemer, April 2011.
  9. Yusuf Ziya Işık, Mehmet Uğur Doğan, Hakan Erdoğan, ” TÜBİTAK UEKAE - SABANCI ÜNİVERSİTESİ NIST SRE 2010 Konuşmacı Doğrulama Sistemi,” IEEE SIU 2011, Kemer, Nisan 2011.
  10. Mehmet Umut Şen, Hakan Erdoğan, “Basit Birleştirici Tipleri için Doğrusal Olmayan Sınıflandırıcı Birleştirme,” IEEE SIU 2011, Kemer, Nisan 2011.
  11. 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.
  12. İbrahim Saygın Topkaya, Hakan Erdoğan, “Nesne Takibi için Histogam İlintisi Temelli Sınıflandırıcı Birleşimi,” IEEE SIU 2011, Kemer, Nisan 2011.
  13. Cagatay Karabat, Hakan Erdogan, Mehmet Kivanc Mihcak, “Biyometrik Kıyım Yöntemlerinin Kapasite Analizi,” IEEE SIU 2011, Kemer, Nisan 2011.
  14. Cagatay Karabat, Hakan Erdogan, Mehmet Kivanc Mihcak, “En İyi Lineer Dönüşüme Dayalı Yeni Bir Biyometrik Kıyım Yöntemi,” IEEE SIU 2011, Kemer, Nisan 2011.
  15. Berkay Topcu; Hakan Erdogan, “Yüz Tanıma için İlinti Tabanlı Yama Yerelleştirme,” IEEE SIU 2011, Kemer, Nisan 2011.

2010 and earlier

Please see Hakan Erdogan’s publications page