Ing. Babak Mahdian, Ph.D.

research fellow

Babak Mahdian
mahdian@utia.cas.cz 266052129
Department: Department of Image Processing
Research interests: All aspects of image processing, computer vision, and AI, with a particular focus on image and video retrieval, forensics, and low-data regime detection and recognition.

Biography

Publication list

Babak received the M.Sc. degree in computer science from the West Bohemia University, Plzen, Czech Rebpublic and the Ph.D. degree from the Czech Technical University, Prague, Czech Republic, in 2008. From 2008 to 2010, he was on a postdoctoral position in the Institute of Information Theory and Automation, Academy of Sciences of the Czech Republic. He has been awarded by the city of New York (New York Next Idea 2011), České hlava 2011 (category called “Industrie”), and Otto Wichterle award (an honour given by the Czech Academy of Sciences).

Curriculum-Vitae: here

 

Journal articles

  1. Novozámský Adam, Mahdian Babak, Saic Stanislav: Extended IMD2020: a large‐scale annotated dataset tailored for detecting manipulated images, IET Biometrics 10 4 (2021), p. 392-407 Download Download DOI: 10.1049/bme2.12025 [2021]
  2. Kamenický Jan, Bartoš Michal, Flusser Jan, Mahdian Babak, Kotera Jan, Novozámský Adam, Saic Stanislav, Šroubek Filip, Šorel Michal, Zita Aleš, Zitová Barbara, Šíma Z., Švarc P., Hořínek J.: PIZZARO: Forensic analysis and restoration of image and video data, Forensic Science International 264 1 (2016), p. 153-166 Download DOI: 10.1016/j.forsciint.2016.04.027 [2016]
  3. Mahdian Babak, Novozámský Adam, Saic Stanislav: Detecting Cyclostationarity in Re-Captured LCD Screens, Journal of Forensic Research 6 4 (2015) Download DOI: 10.4172/2157-7145.1000294 [2015]
  4. Mahdian Babak, Nedbal R., Saic Stanislav: Blind Verification of Digital Image Originality: A Statistical Approach, IEEE Transactions on Information Forensics and Security 8 9 (2013), p. 1531-1540 Download DOI: 10.1109/TIFS.2013.2276000 [2013]
  5. Sekeh M. A., Maarof M. A., Rohani M. F., Mahdian Babak: Efficient image duplicated region detection model using sequential block clustering, Digital Investigation 10 1 (2013), p. 73-84 Download DOI: 10.1016/j.diin.2013.02.007 [2013]
  6. Saic Stanislav, Mahdian Babak: A bibliography on blind methods for identifying image forgery, Signal Processing-Image Communication 25 6 (2010), p. 389-399 Download DOI: 10.1016/j.image.2010.05.003 [2010]
  7. Mahdian Babak, Saic Stanislav: Blind Methods for Detecting Image Fakery, IEEE Aerospace and Electronic Systems Magazine 25 4 (2010), p. 18-24 Download DOI: 10.1109/MAES.2010.5467652 [2010]
  8. Saic Stanislav, Mahdian Babak: Using noise inconsistencies for blind image forensics, Image and Vision Computing 27 10 (2009), p. 1497-1503 Download DOI: 10.1016/j.imavis.2009.02.001 [2009]
  9. Mahdian Babak, Saic Stanislav: Blind Authentication Using Periodic Properties ofInterpolation, IEEE Transactions on Information Forensics and Security 3 3 (2008), p. 529-538 DOI: 10.1109/TIFS.2004.924603 [2008]
  10. Mahdian Babak, Saic Stanislav: Detection of copy–move forgery using a method based on blur moment invariants, Forensic Science International 171, p. 180-189 [2007]

Other publications

  1. Novozámský Adam, Mahdian Babak, Saic Stanislav: IMD2020: A Large-Scale Annotated Dataset Tailored for Detecting Manipulated Images, 2020 IEEE Winter Applications of Computer Vision Workshops (WACVW), p. 71-80 Download DOI: 10.1109/WACVW50321.2020.9096940 [2020]
  2. Zitová Barbara, Šroubek Filip, Kamenický Jan, Mahdian Babak, Novozámský Adam, Saic Stanislav, Zita Aleš, Šíma Z., Švarc P., Hořínek J.: Imaging device identification and detection of image tampering, Abstract book of 7th European Academy of Forensic Science Conference Download [2015]
  3. Mahdian Babak, Novozámský Adam, Saic Stanislav: Identification of Aliasing-Based Patterns in Re-Captured LCD Screens, Proceedings of the 2015 IEEE International Conference on Image Processing, ICIP 2015, p. 616-620 Download DOI: 10.1109/ICIP.2015.7350872 [2015]
  4. Mahdian Babak, Novozámský Adam, Saic Stanislav: Determination of Stop-Criterion for Incremental Methods Constructing Camera Sensor Fingerprint, Digital-Forensics and Watermarking, p. 47-59 Download DOI: 10.1007/978-3-319-19321-2_4 [2015]
  5. Zitová Barbara, Šroubek Filip, Flusser Jan, Kamenický Jan, Novozámský Adam, Mahdian Babak, Bartoš Michal, Saic Stanislav, Zita Aleš, Šorel Michal, Kotera Jan: PIZZARO - Prostředky pro identifikaci obrazového záznamového zařízení, autentifikaci a rekonstrukci obrazu (2014) Download [2014]
  6. Mahdian Babak, Saic Stanislav: A Novel Method for Identifying Exact Sensor Using Multiplicative Noise Component, Proceedings of the IEEE International Symposium on Multimedia (ISM), 2013, p. 241-247 Download DOI: 10.1109/ISM.2013.46 [2013]
  7. Mahdian Babak, Saic Stanislav: Identifying image forgeries using change points detection, Media Watermarking, Security, and Forensics III Download DOI: 10.1117/12.872510 [2011]
  8. Mahdian Babak, Saic Stanislav: Image Tampering Detection Using Methods Based on JPEG Compression Artifacts: A Real-Life Experiment, Proceedings of ISABEL'11 Download DOI: 10.1145/2093698.2093874 [2011]
  9. Mahdian Babak, Saic Stanislav, Nedbal Radim: JPEG Quantization Tables Forensics: A Statistical Approach, Computational Forensics : Proceedings of the 4th International Workshop, IWCF 2010, p. 150-159, Eds: Sako Hiroshi, Franke Katrin Y., Saitoh Shuji Download DOI: 10.1007/978-3-642-19376-7_13 [2011]
  10. Mahdian Babak, Saic Stanislav: Detecting Double Compressed JPEG Images, Proceedings of the 3rd International Conference on Imaging for Crime Detection and Prevention 2009 (ICDP 2009) Download [2010]
  11. Saic Stanislav, Mahdian Babak: A Cyclostationarity Analysis Applied to Image Forensics, Proceedings of IEEE Workshop on Applications of Computer Vision (WACV 2009)., p. 279-284 Download [2009]
  12. Saic Stanislav, Mahdian Babak: A Cyclostationarity Analysis Applied to Scaled Images, Neural Information Processing, p. 683-690, Eds: Leung C.S., Lee M., Chan J.H. Download [2009]
  13. Mahdian Babak, Saic Stanislav: Detection and Description of Geometrically Transformed Digital Images, Media Forensics and Security (Proceedings of Spie), p. 1-9 Download [2009]
  14. Saic Stanislav, Mahdian Babak: Blinds Methods for Detecting Image Fakery, Proceedings of 42nd Annual 2008 IEEE International Carnahan Conference on Security Technology, p. 280-286, Eds: Sanson L.D., Fliegel K. Download [2008]
  15. Mahdian Babak, Saic Stanislav: Detection of Resampling Supplemented with Noise Inconsistencies Analysis for Image Forensics, Selected Papers of the Sixth International Conference on Computational Science and Applications, p. 546-556, Eds: Gavrilova Marina, Gervasi Osvaldo, Lagana Antonio, Mun Youngsong, Iglesias Andrés Download [2008]
  16. Mahdian Babak, Saic Stanislav: Detection of Near-Duplicated Image Regions, Computer Recognition Systems 2, p. 187-195, Eds: Kurzynski Marek , Puchala Edward Download [2007]
  17. Saic Stanislav, Mahdian Babak: Image Segmentation Based on Local Noise Variance, ÚTIA AV ČR (Praha, 2007) [2007]
  18. Mahdian Babak, Saic Stanislav: On Periodic Properties of Interpolation and Their Application To Image Authentication, Proceedings of the Third International Symposium on Information Assurance and Security, p. 439-444 [2007]
  19. Mahdian Babak, Saic Stanislav: Periodic Properties Of Resampled Images, ÚTIA AV ČR (Praha, 2007) [2007]
  20. Saic Stanislav, Mahdian Babak: Hidden Periodicity in Interpolated Signals and in Their Derivatives, ÚTIA AV ČR (Praha, 2007) [2007]
  21. Saic Stanislav, Mahdian Babak: A Moment-based Approach to Duplicated Image Regions Detection, ÚTIA AV ČR (Praha, 2006) [2006]
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