Link to Dictionary
Link to Hand Biometry
Link to 3D Expression Faces
(Biometry, Image and Video Processing, Security, Digital Signal Processing, Communications and Networks)
Human-Computer Interfaces and Biometry
Ø O. Celiktutan, C. Wolf, B. Sankur, Real-Time Exact Graph Matching with Application in Human Action Recognition, HBU’12: 3. International Workshop on Human Behavior Understanding, Algarve, Portugal, October 2012.
Ø Arman Savran, B. Sankur, Mustafa Taha Bilge, Regression-based Intensity Estimation of Facial Action Units, Image Vision and Computing, 30 (2012), 774-784.
Ø A. Savran, B. Sankur, T. Bilge, Comparative Evaluation of 3D versus 2D Modality for Automatic Detection of Facial Action Units Pattern Recognition, 45, 767-782, February 2012.
Ø H.C. Akakin, B. Sankur, Robust Classification of Face and Head Gestures in Video, Image and Video Computing, 29, 470-483, 2011.
Ø A. Yüksel, L. Akarun, B. Sankur, Hand Biometry Based on Vein Geometry and Appearance, IET Computer Vision, to appear October 2011.
Ø A. Savran, B. Sankur, T. Bilge, ESTIMATION OF FACIAL ACTION INTENSITIES ON 2D AND 3D DATA, EUSIPCO’2011: 19th European Conference on Signal Processing, Barcelona, 2011.
Ø H. C. Akakin, B. Sankur, Spatiotemporal Features for Effective Facial Expression Recognition, ECCV’2010: 11th European. Conf. on Computer Vision, Workshop on Sign Gesture Activity, September 2010.
Ø H. C. Akakin, B. Sankur, Spatiotemporal-Boosted DCT Features for Head and Face Gesture Analysis, ICPR’2010: Int. Conf. on Pattern Recognition, Workshop on Human Behaviour Understanding, August 2010.
Ø A.Savran, B. Sankur, M. T. Bilge, Facial Action Unit Detection: 3D versus 2D Modality, CVPR’10 Workshop on Human Communicative Behavior Analysis, San Fransisco, USA, 2010.
Ø A. Savran, B. Sankur, Automatic Detection of Facial Actions from 3D Data, ICCV’09: Workshop on Human Computer Interaction, Kyoto, Japan, September-October 2009.
Ø A. Savran, B. Sankur, Non-Rigid Registration of 3D Surfaces by Deformable 2D Triangular Meshes, CVPR’08: Workshop on Non-Rigid Shape Analysis and Deformable Image Alignment (NORDIA'08), Alaska, 2008.
Ø A. Savran, Nese Alyuz, Hamdi Dibeklioglu, Oya Celiktutan, Berk Gokberk, Bulent Sankur, L. Akarun, Bosphorus Database for 3D Face Analysis, BIOID: European Workshop on Biometrics and Identity Management, Roskilde, Denmark, 2008.
Ø O. Celiktutan, Hatice Cınar, B. Sankur, Automatic Facial Feature Extraction Robust Against Facial Expressions and Pose Variations, IEEE Int. Conf. on Automatic Face and Gesture Recognition, Amsterdam, Holland, 17-19 Sept. 2008.
Ø B. Gokberk, H. Dutağacı, L. Akarun, B. Sankur, Representation Plurality and Decision Level Fusion for 3D Face Recognition, IEEE System Man and Cybernetics, PART B: CYBERNETICS, VOL. 38, NO. 1, FEBRUARY 2008, 155-173, 2008.
Ø H. Dutağacı, B. Sankur and E. Yörük, A comparative analysis of global hand appearance-based person recognition, J. Electronic Imaging, 17(1), 011018/1- 011018/19, Jan-March, 2008.
Ø O. Aran, İ. Arı, L. Akarun, B. Sankur, A. Benoit, A. Caplier, P. Campr, A. H. Carrillo, F.-X. Fanard, SignTutor: An Interactive System for Sign Language Tutoring, IEEE Multimedia, 16(1), 81-93, January-March 2009.
Ø Salah, H. Çınar, L. Akarun , B. Sankur, Exact 2D-3D Facial Landmarking for Registration and Recognition, Annales des Telecommunications, vol. 62, no.1-2, pp.1608-1633, 2007.
Ø E. Konukoglu, E. Yorük, J. Darbon, B. Sankur, Shape-Based Hand Recognition, IEEE Trans. on Image Processing, 15(7), 1803-1815, 2006.
Ø E. Yoruk, H. Dutagaci, B. Sankur, Hand Biometry, Image And Vision Computing, 24(5), 483-497, 2006. HAND SHAPE DATABASE (Binary Images of normalized left hands of 755 people. There are three images per person) Download
Ø H.K. Ekenel, B. Sankur, Feature selection in the independent component subspace for face recognition, Pattern Recognition Letters, 25, 1377–1388, 2004.
Ø H.K. Ekenel, B. Sankur, Multiresolution Face Recognition, Image and Vision Computing, 23(5), 469-477, 2005.
Ø V. Starovoitov, D. Samal, B. Sankur , Matching Of Faces in Camera Images and Document Photographs, ICASSP'2000, Int. Conference on Signal, Speech and Signal Processing, 5-9 June 2000, Istanbul.
Ø M. Reijnders, P. van Beek, B. Sankur, J.C.A. van der Lubbe, Facial Feature Localization and Adaptation of a Generic Face Model for Model Based Coding, Signal Processing: Image Communication, vol. 7, 57-75, March 1995.
B. Esme, B.
Image and Video Processing
Ø C. B. Akgül, B. Sankur, F. Schmitt and Y. Yemez, Similarity Learning for 3D Object Retrieval using Relevance Feedback and Risk Minimization, International Journal of Computer Vision, 89, 392-407, 2010.
Ø H. Dutağacı, B. Sankur, Y. Yemez, Subspace building for retrieval of general 3D models, Computer Vision and Image Understanding, Computer Vision and Image Understanding, 114 (2010), 865–886.
Ø K. Kayabol, E. Kuruoglu, J. L. Sanz, B. Sankur, E. Salerno D. Herranz, Adaptive Langevin Sampler for Separation of t-distribution Modelled Astrophysical Maps, IEEE Transactions on Image Processing, 19(9), 2357-2368, 2010.
Ø N. Ozay, B. Sankur, Automatic TV Logo Detection And Classification In Broadcast Videos, EUSIPCO 2009, Glasgow, U.K.
Ø K. Kayabol, E. Kuruoglu, B. Sankur, Bayesian Separation of Images Modelled with MRFs using MCMC, IEEE Transactions on Image Processing, 18(5), 982-994, 2009.
Ø Koray Kayabol, Ercan E. Kuruoglu, Bulent Sankur, Emanuele Salerno and Luigi Bedini, Fast MCMC Separation for MRF Modelled Astrophysical Components, September, ICIP 2009, Egypt.
Ø K. Kayabol, E. Kuruoglu, B. Sankur, Image Source Separation using Color Channel Dependencies, International Conference on ICA and Signal Separation, March 2009, Brazil.
Ø C. B. Akgül, B. Sankur, F. Schmitt, Y.Yemez, 3D Model Retrieval using Probability Density-Based Shape Descriptors, IEEE Transactions on Pattern Analysis and Machine Intelligence, 31(6), 1117-1133, 2009.
Ø Ceyhun Burak Akgül, Bülent Sankur, Yücel Yemez and Francis Schmitt, Similarity Score Fusion by Ranking Risk Minimization, for 3D Object Retrieval, Shape Modeling International 2008, Crete, Greece.
Ø K. Kayabol, B. Sankur, E. Kuruoğlu, Source Separation in Images via MRFs with Variational Approximation, EUSIPCO’2007, Poznan, Poland
Ø C.B. Akgül, B. Sankur, F. Schmitt, Y. Yemez, Density-Based 3D Shape Descriptors, Eurasip Journal on Applied Signal Processing, Vol. 2007, Article ID 32503
Ø H. Dutagaci, B. Sankur, Transform-based Methods for Indexing and Retrieval of 3D Objects, The 5th International Conference on 3-D Digital Imaging and Modeling, Ottawa, Ontario, June 2005.
Ø C. Erdem Eroglu, B. Sankur, M. Tekalp, Performance Measures for Video Object Segmentation and Tracking, IEEE Image Processing, 13(7), 937-950, July 2004.
Ø B. Sankur, M. Sezgin, A Survey Over Image Thresholding Techniques And Quantitative Performance Evaluation, Journal of Electronic Imaging, 13(1), 146-165, January, 2004. (Available software: OTIMEC with graphic user interface for the execution of several (42) image thresholding algorithms)
Ø Avcibas, B. Sankur, N. Memon, K. Sayood, A successively refinable lossless image coding algorithm, IEEE Trans. Communications, March 2005.
Ø C. Erdem Eroglu, B. Sankur, M. Tekalp, Video Object Tracking with Feedback of Performance Measures, IEEE Circuit Systems and Video Processing, 13(4), 310-324, April 2003.
Ø M. Sezgin, B. Sankur, Image Multithresholding Based on Sample Moment Function, ICIP’2003: International Conference on Image Processing, Barcelona 2003.
Ø C.E. Eroglu, B. Sankur, Performance Measures for Video Object Segmentation and Tracking, SPIE Conf. Visual Communications and Image Processing 2003, Lugano, Switzerland, July 8-11 2003.
Ø F. Kurugollü, B. Sankur, E. Harmanci, Image Segmentation by Relaxation Using Constraint Satisfaction Neural Network, Journal of Image and Vision Computing, 20, 483-497, 2002.
Ø Avcibas, B. Sankur, K. Sayood, Statistical Evaluation of Image Quality Measures, Journal of Electronic Imaging, 11(2), 206-23, April 2002. (Availability software: QUALITY for the calculation of several (26) image quality measures)
Ø Avcibas, N. Memon, B. Sankur, K. Sayood, Lossless and Near-Lossless Image Compression with Successive Refinement, IEEE Signal Processing Letters, 9(10), 312-314, October 2002.
Ø V. Letournelle, B. Sankur, F. Pradeille, H. Maitre, Feature Extraction for Quality Asessment of Aerial Image Segmentation, ISPRS: International Soc. for Photogrammetry and Remote Sensing, PCV'02 Photogrammetric Computer Vision, 2002.
Ø F. Kurugollü, B. Sankur, E. Harmanci Multiband Image Segmentation Using Histogram Multithresholding and Fusion, Journal of Image and Vision Computing, 9(13), 915-928, 2001. (Available software: SEGMEN Multithresholding and Constraint Satisfaction NN based segmentation programs).
Ø S. Oztürk, B. Sankur, T. Abak, Font Classification and Recognition in Document Images, Journal of Electronic Imaging, 10(2), 418-430, 2001.
Eroglu, B. Sankur, "Performance Evaluation Metrics
for Object-Based Video
Segmentation" EUSIPCO'2000: 10th
Processing Conference, pp. 917-920, 5-8 September,
Y. Yemez, B.
Ø F.Kurugollü, B. Sankur, Image Segmentation Based on Multi-Scan Constraint Satisfaction Neural Network, Pattern Recognition Letters, Vol. 20, pp. 1553-1563, 1999.
Ø H. Caglar, S. Güntürk, B. Sankur, E. Anarim, VQ-Adaptive Block Transform Coding of Images, IEEE Trans. Image Processing, Vol. 7, pp. 110-116, January 1998.
C. Kose, B. Sankur, Generalized Distance Based
Matching of Nonbinary
Images, ICIP'98, Inter. Conference on Image
Ø Y. Yemez, T. Aydin, B. Sankur, E. Anarim, Multidirectional and Multiscale Edge Detection via M-Band Wavelet Transform, IEEE Trans. Image Processing, Vol. 5, pp. 1370-1377, 1996.
Ø B.Sankur, R.A. van Schijndel, J.C.A. van der Lubbe, Two-Layer Coding for Videotelephone, Signal Processing: Image Communication, 295-303, 1993.
van der Lubbe, M.F. Carreto Castro,
Lossless Coding of Art Images for Museum Information Systems, ISCIS'92:
7th. International Symposium on Computer and Information Sciences,
Ø M. A. Akhaee, S. M. E. Sahraeian, F. Marvasti, B. Sankur, Robust Scaling-Based Image Watermarking Using Maximum-Likelihood Decoder with Optimum Strength Factor, IEEE Transactions on Multimedia, 11(5), 822-833, August 2009.
Ø H.M. Meral, E. Sevinç, B. Sankur, A. S. Özsoy, T. Güngör, Natural Language Watermarking via Morphosyntactic Alterations, Computer Speech and Language, 23, 107-125, 2009.
Ø O. Çeliktutan, B. Sankur, I. Avcıbaş, Blind Identification of Source Cell-phone Model, IEEE Trans. Information Security and Forensics, IEEE IFS-3, 553-566, September 2008.
Ø C G. Coatrieux, L. Lecornu, Ch. Roux, B. Sankur, A Review of Image Watermarking Applications in Healthcare, EMBC’2006: IEEE Int. Conference on Engineering in Medicine and Biology, September 2006, New York.
Ø Sevinç Bayram, Ismail Avcıbaş, Bülent Sankur, Nasir Memon, Image Manipulation Detection, Journal of Electronic Imaging, 15(4), Oct-Dec. 2006.
Ø H. Ozer, B. Sankur, N. Memon, I. Avcıbaş, Detection of Audio Covert Channels using Statistical Footprints of Hidden Messages, Digital Signal Processing, 16, 389-401, 2006.
Ø I. Avcibas, M. Kharrazi, N. Memon, B. Sankur, Image Steganalysis with Binary Similarity Measures, EURASIP Journal on Applied Signal Processing, 17, 2749–2757, 2005.
Ø B. Coskun, B. Sankur, N. Memon, Spatio-Temporal Transform-Based Video Hashing, IEEE Trans. on Multimedia, 8(6), 1190-1208, 2006.
Ø H. Özer, B. Sankur, N. Memon, E. Anarım, Perceptual Audio Hashing Functions, EURASIP Journal on Applied Signal Processing 2005:12, 1–14.
Ø Bastug, B. Sankur, Improving the Payload of Watermarking Channels via LDPC Coding, IEEE Signal Proc. Letters, 11(2), 90-92, February 2004.
Ø H. Ozer, B. Sankur, N. Memon, An SVD Based Audio Watermarking Technique, ACM Workshop on Multimedia and Security, August 1-2, 2005, New York.
Ø O. Ekici, B. Sankur, B. Coskun, U. Naci, M. Akcay, Comparative Assessment of Semifragile Watermarking Methods, Journal of Electronic Imaging, 13(1), 209-216, January 2004.
Ø I. Avcibas, B. Sankur, N. Memon, Steganalysis of Watermarking and Steganographic Techniques Using Image Quality Metrics, IEEE Trans. on Image Processing, 12(2), 21-229, 2003.
Ø S. Baudry, J.F. Delaigle, B. Sankur, B. Macq, H. Maitre, Analyses of Error Correction Strategies for Typical Communication Channels in Watermarking, Signal Processing, 81(6), 1239-1250, June 2001 .
Ø S. Zinger, Z. Jin, H. Maitre, B. Sankur, Optimization of Watermarking Performances Using Error Correcting Codes and Repetition, CMS’2001: Communications and Multimedia Security, May 2001, 229-240, Darmsadt, Germany.
Maitre, B. Sankur, Y. Rolland, R.
Collorec, Relevance of Watermarking in
2000 IEEE EMBS Conf. On Information Technology Applications in
250-255, Nov. 2000,
Biomedical Signal Processing
Ø K. Ciftci, B. Sankur, A. Akin, Y. Kahya, Multilevel Statistical Inference From Functional Near-Infrared Spectroscopy Data During Stroop Interference, IEEE Trans. on Biomedical Engineering, 55(9), 2212-2220, 2008.
Ø Koray Ciftci, Bulent Sankur, Yasemin P. Kahya and Ata Akin, Constraining the general linear model for sensible hemodynamic response function waveforms, Med Biol Eng Comput, 2008, DOI 10.1007/s11517-008-0347-6.
Ø C. B. Akgül, A. Akin, B. Sankur, Extraction of Cognitive-Related Waveforms from Functional Near Infrared Spectroscopy Signals, Medical and Biological Engineering in Computing, 44(11), 945-958, 2006 (Available software: STAT_TESTS programs for the testing Gaussianity and stationarity of time series and SPLINE programs for spline smoothing)
Ø C. B. Akgül, B. Sankur, A. Akın, The Selection of Relevant Frequency Bands in Functional Near Infrared Spectroscopy, Journal of Computational Neuroscience, 18, 67-83, 2005.
Ø K. Ciftci, Y. Kahya, B. Sankur and A. Akin, Complexity Analysis of Functional Near-Infrared Spectroscopy Signals, EUSIPCO-2005, I, 65-68, 4-8 September, Antalya.
Ø E. C. Guler, B. Sankur, Y. P. Kahya, S. Raudys, Two-stage classification of respiratory sound patterns, Computers in Biology and Medicine, 35, 67-83, 2005.
Ø C. Güler, B. Sankur, Y. Kahya, Visual Classification of Medical Data Using MLP Mapping, Computers in Biology and Medicine, 28, 275-287, 1998.
Ø C. Güler, B. Sankur, Y. Kahya, Multiresolution Biological Transient Extraction Applied to Respiratory Crackles, Computers in Biology and Medicine, Vol.26, pp. 25-39, 1996.
Ø Buruk, M.Y., Güler, E.Ç., Egi, S.M., Eftedal, O. and Sankur, B., Analysis of precordial Doppler Ultrasound recordings using time-frequency methods to detect decompression bubbles. Undersea Hyperbaric Med., 22, 30-31 (1995).
Ø B. Sankur, Y.P. Kahya, E. C. Güler, T. Engin, Comparison of AR Based Algorithms for Respiratory Sound Classification, Computers in Biology and Medicine, 4, pp. 67 - 76, 1994.
Ø E.Barendregt, B.Sankur, C.Ince, H.A. Bruining, Analysis of Respiratory Sounds During Induced ARDS in Pigs, EMBS'92: 14th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2537-2538, Paris, France, Oct. 29- Nov. 1, 1992.
Digital Signal Processing
Ø M. Altınkaya, B. Sankur, E. Anarım, Phase Dependence Mitigation for Autocorrelation Based Frequency Estimation, Digital Signal Processing, 18 (2008) 249–266.
Ø V. Valev, B. Sankur, Generalized Non-reducible descriptors, Pattern Recognition, 37, 1809-1815, 2004.
Ø M. Altinkaya, H. Delic, B. Sankur, E. Anarim, Subspace-Based Frequency Estimation of Sinusoidal Signals in Alpha-Stable Noise, Signal Processing, 82(11), 151-171, November, 2002.
H. Caglar, S.
Güntürk, E. Anarim, B. Sankur, Permutation Based Design of
Transforms and Filter Banks, Multidimensional
E., B. Sankur, S. Seker, Information Extraction from the Radiation of
Pattern Recognition Methods, EMC'98: Electromagnetic Compatibility
S. Güntürk, E. Anarim. B. Sankur, Matched Block Transform Design
EUSIPCO-96, 8. European Signal Processing Conference, pp. 1155-1158,
Ø E. Anarim, B. Sankur, H. Caglar, I. Celasun, Design of Nonseparable 2-D Linear Phase Filter Banks via Shuffling Operations, Electronic Letters, 30, 843-844, May, 1994.
Harmanci, E. Anarim, H. Caglar, B. Sankur, 2-D Nonseparable PR Filter
Design Based on Bernstein Polynomial Approximation, SPIE Sym. Visual Communication and
(Vol. 2308), p. 513-523, 25-28 Sept. 1994,
Ø Anarim, E., Sankur.B., Robust Detection by AR Frequency Estimation, Signal Processing 30, 271-277, 1993.
, B. Sankur, Anarim, E., Matched Wavelet Design and Coding Gain
MDSP'93: 8’th IEEE Conf.
Multidimensional Signal Processing, pp.144-145,
Ø Tugbay, N. B. Sankur, Classification and Analysis of Digital Modulation Schemes Using Wigner-Ville Distribution, GRETSI'89: Proc. 12. Colloque Gretsi, June 1989, Nice, France.
Ø Aktar, M., Sankur.B., Y. Istefanopulos, Properties of the Maximum Likelihood and Piserenko Spectral Estimates, Signal Processing, 8, 401-413, (1985).
Communications and Networks
Ø C. Evci, K. Ciliz, E. Anarim, B. Sankur, Wireless Networks in Turkey: A jewel in the crowd, Alcatel Telecommunications Review, 3rd Quarter, 2004.
Ø N. Ince, D. Willemsen, B. Sankur, Planning and Architectural Design of Integrated Services Digital Network, Kluwer Academic Publishers, 445 pp., April 1995.
Ø Kalyoncu, H., B. Sankur, Design and Performance Evaluation of Picture Archival and Communication Systems, Simulation, vol. 34, pp. 77-90, February 1995.
Ø B.Sankur, H.Kalyoncu, Estimation of Survivability of Communication Networks, Electronic Letters, 28, 1790-1792, 1992.
H., B.Sankur, Traffic Modelling of PACS Systems, ISCIS'90: 5.Int. Symp.
Computer and Information Sciences, 1990,
Ø Bilgekul, H., Sankur.B., Conditionally Nonparametric Rank Correlation Detector for Random Signal Detection, Archive für Elektronik und Übertrangungstechnik, 35, 192-196, 1981.
Ø Sankur, B., J.W. Modestino, Receiver Performance in Impulsive Noise, Archive für Elektronik und Übertragungstechnik, 36, 111-118, (1982)
Ø Modestino, J.W. B.Sankur, Modelling and Analysis of Impulsive Noise. Archive für Elektronik and Übertragungtechnick, 35, 481-488 (1981)
Ø Basar, T. Ü., B. Sankur, H. Abut, Performance Bounds and Optimal Linear Coding for Discrete-Time Multichannel Communication Systems, IEEE Trans. Information Theory, IT-26, 212-217, (1980)
J.M. Modestino, Modeling and Analysis of Impulse Noise, Proc.
Study Institute on Comm. Systems and Random Process Theory,
J.K.Skwirzynksi, Ed. Leyden,
Dept. Electrical and Systems Engineering,
Rensselaer Polytechnic Institute, NY,
Dept. of Electrical and Systems Engineering,
Rensselaer Polytechnic Institute, NY,
SUPERIEURE des TELECOMMUNICATIONS,
Ø DELFT UNIVERSITY of TECHNOLOGY, The Netherlands: (1990-1992) Visiting Professor, Faculty of Electrical Engineering, Information Theory Group.Conducted research in the statistical and model-based compression of video sequences, for low bit-rate coding. Supervised several students at the master and doctoral level.
Ø RENSSELAER POLYTECHNIC INSTITUTE, U.S.A.(1970-1975) Teaching Assistant (1970-1971) and Research Assistant (1971-1975) in the Department of Electrical, Systems and Computer Engineering during the M.Sc and Ph.D. education periods.
Ø ARCELIK (1996-1997) Sound quality control of home appliances and signal processing techniques for industry.
Ø TAFICS PROJECT OFFICE (1987-1989) Assistant Manager. Worked on the planning and specifications of the TAFICS (Turkish Armed Forces Integrated Communication System) strategic communications network with emphasis on switching, signaling, and interoperability.
Ø TELETAS TELECOMMUNICATION INDUSTRY (1986-1987 and 1989-1990) Consultant Worked on ISDN national specifications and planning, and on the prototyping of the ISDN subscriber equipment. Contributed to interworking in signaling procedures.
Ø Graduate Courses: Digital Signal Processing, Image Processing, Digital Communications Systems, Computer Communication Networks, Detection and Estimation Theory, Stochastic Processes, Probabilistic System Analysis, Mathematical Methods in Signal Processing.
Ø Undergraduate Courses: Digital Systems, Communication Systems, Statistical Communication Theory, Signal Analysis, Industrial Signal Processing, Introduction to Image Processing
Ø Has been supervising to completion 68 master students and 19 Ph.D. students.
Ø Has obtained grants from Bogazici University Research Fund totalling 100,000 $, and external funding from TÜBITAK: National Research and Scientific Council totaling 350,000 $.
Ø Has given several continuing education courses to industry and government institutions on Digital Communication Digital Telephony, Computer Networks, Signal Processing, and Video Coding.
Ø Chairman of the International Conference on Telecommunications: ICT’96. Technical Program Co-Chair of ICASSP’2000, Chairman of EUSIPCO’2005. Chairman of the National Signal Processing Conferences: SIU’93, SIU’97. Also member on various Conference Program Committees, e.g., National Electrical Engineering Conferences, Operations Research Conferences, Int. Symposia on Computers and Information Sciences (ISCIS).
Ø Serves in the Editorial Boards of the Signal Processing Journal (1983-2009), Annales de Telecommunication (1992-1994), EURASIP Journal of Advances in Signal Processing (2005 -), EURASIP Journal of Image and Vision Processing (2006 -), Journal of Multimedia User Interfaces (2007 -), IEEE Transactions on Image Processing (2009- ..)
Ø Elginkan Foundation award for Service to Culture, February 2009
Ø Turkish Association of Computer Machinery special award for Achievement, March 2006
Ø Bogazici University Rector’s Award of Achievement in Research, July 2005
Ø Mustafa Parlar Foundation award for Science, December 2002