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Period 1 Publications

  1. A. Badii, M. Einig, M. Tiemann, D. Thiemert, C. Lallah, "Visual Context Identification for Privacy Respecting Video-analytics", In Multimedia Signal Processing (MMSP), 2012 IEEE 14th International Workshop on (pp. 366-371).

  2. A. Krutz, A. Glantz, M. Tok and T. Sikora, “Adaptive Global Motion Temporal Filtering,”  Proceedings of the 29th IEEE Picture Coding Symposium (PCS 2012), 2012. 

  3. A. Kuhn, T. Senst, I. Keller, T. Sikora and H. Theisel “A Lagrangian Framework for Video Analytics,” 14th international Workshop on MultiMedia Signal Processing MMSP2012, Banff, Canada, September 2012. 

  4. E. Acar, T. Senst, A.Kuhn, I. Keller, H. Theisel, S. Albayrak and T.Sikora, “Human Action Recognition using Lagrangian Descriptors,” 14th international Workshop on MultiMedia Signal Processing MMSP2012, Banff, Canada, September 2012. 

  5. F. Hajer, J.-L. Dugelay, “Robust foreground segmentation using improved Gaussian mixture model and optical flow”, ICIEV, IEEE/IAPR International Conference on Informatics, Electronics & Vision,  May 2012 

  6. M. Paetzold, T. Sikora, “Boosting Multi-Hypothesis Tracking by means of Instance-specific Models,” 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance, Beijing, China, 18.09.2012 - 21.09.2012. 

  7. P. Kelm, S. Schmiedeke and T. Sikora, “A Hierarchical, Multi-modal Approach for Placing Videos on the Map using Millions of Flickr Photographs,” ACM Multimedia 2011, 2011.  

  8. T. Senst, A. Kuhn, H. Theisel and T. Sikora, “Detecting People Carrying Objects utilizing Lagrangian Dynamics,” IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2012), Beijing, China, 18.09.2012 - 21.09.2012, pp. 398—403. 

  9. T. Senst, B. Unger, I. Keller and T. Sikora, “Performance Evaluation of Feature Detection for Local Optical Flow Tracking,” International Conference on Pattern Recognition Applications and Methods (ICPRAM), pp. 303-309, 2012. 

  10. T. Senst, R. Evangelio, I. Keller and T. Sikora, “Clustering Motion for Real-Time Optical Flow based Tracking,” IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS 2012), Beijing, China, 18.09.2012 - 21.09.2012, pp. 410—415.  

  11. T. Piatrik, V. Fernandez, E. Izquierdo “The Privacy Challenges of In-Depth Video Analytics” in Proc. of International Workshop on Multimedia Signal Processing (MMSP2012), 2012. 

  12. T. Senst, V. Eiselein and T. Sikora, “Robust Local Optical Flow for Feature Tracking,” IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), IEEE, vol. 22, no. 9, September 2012, pp. 1377--1387, ISSN={1051-8215}. 

  13. V. Eiselein, D. Arp, M. Paetzold and T. Sikora, “Real-time Multi-Human Tracking using a Probability Hypothesis Density Filter and multiple detectors,” 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance, Beijing, China, 18.09.2012 - 21.09.2012. 

  14. V. Fernandez Arguedas and E. Izquierdo, “Object Classification based on Behaviour Patterns”, in proc. of International conference on Imaging for Crime Detection and Prevention, 2011 

  15. V. Fernandez Arguedas, K. Chandramouli and E. Izguierdo, “Study of Particle Swarm Optimisation as Surveillance Object Classifier”, in proc of Latin-American conference on Networked and Electronic Media, Lacnem 2011 

  16. V. Fernandez Arguedas, K. Chandramouli, E. Izquierdo, Behaviour-based Object Classifier for Surveillance Videos”, in proc. of International Workshop on Eternal Systems (EternalS2011), 2011 

  17. V. Fernandez Arguedas, Q. Zhang, K. Chandramouli and E. Izquierdo, “Vision based semantic analysis of surveillance videos”, book chapter to appear in Semantic Hyper/Multi Media Adaptation, Springer-Verlag Berlin Heidelberg, 83-126, 2012 

  18. X. Sevillano, T. Piatrik, K. Chandramouli, Q. Zhang, and E. Izquierdo, “Indexing of Large On-line Multimedia Repositories using Semantic Expansion and Visual Analysis”, in IEEE Transaction on Multimedia, 2012. 

 

Period 2 Publications

  1. Badii, Atta, et al. "Overview of MediaEval 2012 Visual Privacy Task." MediaEval 2012 Workshop, Pisa, Italy. 2012.

  2. K. Chandramouli, V. Fernandez, E. Izquierdo, "An Unified Knowledge Representation Framework for Surveillance Videos" in Proc. of the 4th Latin American Conference on Networked and Electronic Media (LACNEM-2012), 2012

  3. K. Chandramouli, V. Fernandez and E. Izquierdo. “Knowledge Modeling for Privacy-by- Design in Smart Surveillance Solution”.In proceedings of IEEE International Conference on Advanced Video and Signal based Surveillance (AVSS), 2013.

  4. V. Fernandez, E. Izquierdo and K. Chandramouli. “Surveillance Ontology for Legal, Ethical and Privacy Protection based on SKOS”. In proceedings of IEEE International Conference on Digital Signal Processing (DSP), 2013.

  5. P. Korshunov, C. Araimo, F. De Simone, C. Velardo, J. L. Dugelay, T. Ebrahimi, “Subjective Study of Privacy Filters in Video Surveillance”, MMSP 2012, September 17-19, 2012, Banff, Canada.

  6. P. Korshunov, C. Araimo, F. De Simone, C. Velardo, J.-L. Dugelay, T. Ebrahimi, “Evaluation of Visual Privacy Filters Impact on Video Surveillance Intelligibility”, QoMEX 2012, International Workshop on Quality of Multimedia Experience, July 2012.

  7. P. Korshunov, A. Triastcyn, and T. Ebrahimi. MediaEval 2012 Visual Privacy Task: Applying Transform-domain Scrambling to Automatically Detected Faces. MediaEval Grand Challenge, Pisa, Italy, 2012.

  8. P. Korshunov and T. Ebrahimi. Influence of Context and Content on Tone-mapping Operators. HDRi2013 - First International Conference and SME Workshop on HDR imaging , Oporto, Portugal, 2013.

  9. P. Hanhart, M. Rerabek, P. Korshunov and T. Ebrahimi. Subjective evaluation of HEVC intra coding for still image compression. Seventh International Workshop on Video Processing and Quality Metrics for Consumer Electronics - VPQM 2013, Scottsdale, Arizona, USA, 2013.

  10. P. Korshunov and T. Ebrahimi. A JPEG backward-compatible HDR image compression. Applications of Digital Image Processing XXXV, San Diego, USA, Proceedings of SPIE,Vol. 8499, 2012.

  11. P. Hanhart, M. Rerabek, F. De Simone and T. Ebrahimi. Subjective quality evaluation of the upcoming HEVC video compression standard. Applications of Digital Image Processing XXXV, San Diego, USA, Proceedings of SPIE, Vol. 8499, 2012.

  12. P. Korshunov, S. Cai and T. Ebrahimi. Crowdsourcing Approach for Evaluation of Privacy Filters in Video Surveillance. International ACM Workshop on Crowdsourcing for Multimedia (CrowdMM'12), Nara, Japan, 2012.

  13. A. Badii and M. Einig. "MediaEval 2012 Visual Privacy Task: Privacy and Intelligibility through Pixellation and Edge Detection." MediaEval Grand Challenge, Pisa, Italy, 2012.

  14. T. Piatrik, V. Fernandez, E. Izquierdo “The Privacy Challenges of In-Depth Video-analytics” to appear in International Workshop on Multimedia Signal Processing (MMSP2012), 2012

  15. V. Fernandez, Q. Zhang, E. Izquierdo, “Bayesian multimodal fusion in forensic applications”, in Proc. of the 12th European Conference on Computer Vision (ECCV2012), Information Fusion in Computer Vision for Concept Recognition, pp 466-475, 2012

  16. H. Fradi J. L. Dugelay, Low Level Crowd Analysis Using Frame-Wise Normalized Feature for People Counting, in IEEE International Workshop on Information Forensics and Security, In WIFS (pp. 246-251),December 2012.

  17. H. Fradi J. L. Dugelay, People Counting System in Crowded Scenes Based on Feature Regression, in European Signal Processing Conference, August 2012.

Period 3 Publications

  1. A. Badii, A. Al-Obaidi, M. Einig, and A. Ducournau, “Holistic Privacy Impact Assessment Framework for Video Privacy Filtering Technologies,” Signal Image Process.  An Int. J., vol. 4, no. 6, 2013.

  2. H. Fradi, V. Eiselein, I. Keller, J. L. Dugelay, Thomas Sikora “Crowd Context- Dependent Privacy Protection Filters” IEEE International Conference on Digital Signal Processing (DSP 2013), Greece, Santorini, 01.07.2013 - 03.07.2013

  3. V. Eiselein, H. Fradi, I. Keller, T. Sikora, J. L. Dugelay „Enhancing Human Detection using Crowd Density Measures and an adaptive Correction Filter” 10th IEEE International Conference on Advanced Video and Signal-Based Surveillance, Kraków, Polen, 27.08.2013 - 30.08.2013

  4. T. Senst, V. Eiselein, A. Badii, M. Einig, I. Keller, T. Sikora „A decentralized Privacy-sensitive Video Surveillance Framework” IEEE International Conference on Digital Signal Processing (DSP 2013), Greece, Santorini, 01.07.2013 - 03.07.2013

  5. A. Badii, M. Einig, T. Piatrik, “Overview of the MediaEval 2013 Visual Privacy Task” . In MediaEval 2013 Workshop, Barcelona, Spain, October 2013

  6. A. Badii, A. Al-Obaidi, and M. Einig, MediaEval 2013 Visual Privacy Task: Holistic Evaluation Framework for Privacy by Co-Design Impact Assessment. In MediaEval 2013 Workshop, Barcelona, Spain, October 2013.

  7. P. Korshunov, A. Melle, J. L. Dugelay, T. Ebrahimi, A framework for objective evaluation of privacy filters in video surveillance, Applications of Digital Image Processing XXXVI, SPIE, 2013.

  8. C. Pantoja, V. Fernandez, E. Izquierdo, “MediaEval 2013 Visual Privacy Task: Pixel Based Anonymisation Technique” in proceedings of MediaEval 2013 workshop, Barcelona, Spain, October 2013.

  9. V. Fernandez, Q. Zhang, E. Izquierdo, “Bayesian Multimodal Fusion in Forensic Applications” Springer book chapter on Fusion in Computer Vision - Understanding Complex Visual Content, 2014.

  10. H. Fradi, A. Melle and J. L. Dugelay, "Contextualized Privacy Filters in Video Surveillance Using Crowd Density Maps", In Multimedia (ISM), 2013 IEEE International Symposium on (pp. 92-99). IEEE, December 2013.


  11. H. Fradi and J. L. Dugelay, Crowd Density Map Estimation Based on Feature Tracks, In Multimedia Signal Processing (MMSP), 2013 IEEE 15th International Workshop on (pp. 040-045), September 2013

  12. H. Fradi and J. L. Dugelay, A New MultiClass SVM algorithm and its application to crowd density analysis using LBP, In Image Processing (ICIP), 2013 20th IEEE International Conference on (pp. 4554-4558) , September 2013

  13. H. Fradi, X. Zhao, and J. L. Dugelay, Crowd Density Analysis using Subspace Learning on Local Binary Pattern, In Multimedia and Expo Workshops (ICMEW), 2013 IEEE International Conference on (pp. 1-6), July 2013

  14. P. Korshunov and T. Ebrahimi. PEViD: Privacy Evaluation Video Dataset. Applications of Digital Image Processing XXXVI, San Diego, USA, Proceedings of SPIE, Vol. 8856, 2013

  15. 
P. Korshunov and T. Ebrahimi. Using Warping for Privacy Protection in Video Surveillance. 18th International Conference on Digital Signal Processing, Santorini, Greece, 2013.

  16. P. Korshunov and T. Ebrahimi. Using Face Morphing to Protect Privacy. IEEE International Conference on Advanced Video and Signal-Based Surveillance (AVSS’13), Krakov, Poland, 2013.

  17. P. Hanhart, P. Korshunov, M. Rerabek, and T. Ebrahimi. JPEG backward compatible format for 3D content representation. The International Workshop on Image and Audio Analysis for Multimedia Interactive services (WIAMIS’13), Paris, France, 2013.

  18. P. Hanhart, P. Korshunov and T. Ebrahimi. Benchmarking of quality metrics on ultra-high definition video sequences. 18th International Conference on Digital Signal Processing, Santorini, Greece, 2013.

  19. P. Korshunov and T. Ebrahimi. A Context-dependent JPEG Backward-compatible HDR Image Compression, in Optical Engineering -Bellingham- International Society for Optical Engineering-, vol. 52, num. 10, p. 102006-1-102006-11, 2013.

  20. J. Redi, T. Hossfeld, P. Korshunov, F. Mazza and I. Povoa et al. Crowdsourcing-based multimedia subjective evaluations: a case study on image recognizability and aesthetic appeal.The 2nd International ACM Workshop on Crowdsourcing for Multimedia, CrowdMM'13, Barcelona, Spain, 2013.

  21. D. Maniry, E. Acar, S. Albayrak, “DAI at the MediaEval 2013 Visual Privacy Task: Representing People with Foreground Edges”, MediaEval 2013 Workshop, Barcelona, Spain. 2013.
  22. Fradi, H., Zhao, X., & Dugelay, J. L. (2013, October). Estimating the Density of a Crowd using Computer Vision. R-LETTER, 170-175.

  23. P. Korshunov and T. Ebrahimi. MediaEval 2013 Visual Privacy Task: Warping-based Privacy Protection Tool. In MediaEval Workshop, Barcelona, Spain, 2013.

  24. Rubén Heras Evangelio, Michael Pätzold, Thomas Sikora "Splitting Gaussians in Mixture Models", 9th IEEE International Conference on Advanced Video and Signal-Based Surveillance, Beijing, China, 18.09.2012 - 21.09.2012

  25. Volker Eiselein, Tobias Senst, Ivo Keller, Thomas Sikora "A motion-enhanced Hybrid Probability Hypothesis Density filter for real-time Multi-Human Tracking in video surveillance scenarios", 15th IEEE International Workshop on Performance Evaluation of Tracking and Surveillance (PETS 2013), Clearwater Beach, USA, 16.01.2013 - 18.01.2013, pp. 6--13

  26. Volker Eiselein and Tobias Senst and Ivo Keller and Thomas Sikora "TUB @ MediaEval 2013 Visual Privacy Task: Using Adaptive Edge Detection for Privacy in Surveillance Videos", Proceedings of the MediaEval 2013 Multimedia Benchmark Workshop, Barcelona, Spain, 18.10.2013 - 19.10.2013.

  27. C. Pantoja, V. Fernandez Arguedas, “Anonymization and De-identification of Surveillance Visual Information: A Review”, in proceedings of Latin American Conference on Networked and Electronic Media (LANEM 2013), Manizales, Colombia, 2013.

Period 4 Publications

  1. A. Badii, T. Ebrahimi, C. Fedorczak, P. Korshunov, T. Piatrik, V. Eiselein, and A. Al-Obaidi. Overview of the MediaEval 2014 visual privacy task. In MediaEval 2014 Workshop, Barcelona, Spain, October 2014.

  2. H. Fradi, V. Eiselein, J. L. Dugelay, I. Keller, and T. Sikora, "Spatio-Temporal Crowd Density Model in a Human Detection and Tracking Framework". Signal Processing: Image Communication, 31, 100-111. 2015

  3. A. Badii, A. Al-Obaidi, “MediaEval 2014 Visual Privacy Task: Context-Aware Visual Privacy Protection”, Proceedings of the MediaEval 2014 Workshop, Barcelona, Spain, 16-17 October 2014.

  4. L. Teixeira, F. Maffra, K. Lelu, A. Al-Obaidi, A. Badii, “A Rule-based Methodology and Assessment for Context aware Privacy”, The 2014 IEEE International Conference on Awareness Science and Technology (iCAST’14), Paris, France, October 29-31, 2014.

  5. L. Teixeira, F. Maffra, and A. Badii, “Scene Understanding for Auto-Calibration of Surveillance Cameras”, 10th International Symposium on Visual Computing, Las Vegas, Nevada, USA, December 8-10, 2014.

  6. H. Fradi, and J.L. Dugelay, “Sparse Feature Tracking for Crowd Change Detection and Event Recognition”, in International Conference on Pattern Recognition (ICPR), 22nd International Conference on (pp. 4116-4121), August 2014.

  7. H. Fradi, J. L. Dugelay, "Towards crowd density-aware video surveillance applications", Information Fusion Journal, Special Issue on Intelligent Video Surveillance in Crowded Scenes, September 2014.

  8. H. Fradi, J. L. Dugelay, Y. Yan, "Privacy Protection Using Shape and Color Cues", in MediaEval 2014, October 2014.

  9. A. Melle, J. L. Dugelay, “Scrambling faces for privacy protection using background self-similarities, In Image Processing (ICIP), 2014 IEEE International Conference on (pp. 6046-6050). IEEE. , October 2014.

  10. M. Rerabek, L. Yuan, L. Krasula, P. Korshunov, K. Fliegel, and T. Ebrahimi. Evaluation of privacy in high dynamic range video sequences. Applications of Digital Image Processing XXXVII, San Diego, USA, Proceedings of SPIE, Vol. 9217, 2014.

  11. P. Hanhart, P. Korshunov, and T. Ebrahimi. Crowdsourcing evaluation of high dynamic range compression. Applications of Digital Image Processing XXXVII, San Diego, USA, Proceedings of SPIE, Vol. 9217, 2014.

  12. P. Hanhart, P. Korshunov, and T. Ebrahimi. Subjective Evaluation of Higher Dynamic Range Video. Applications of Digital Image Processing XXXVII, San Diego, USA, Proceedings of SPIE, Vol. 9217, 2014.

  13. P. Korshunov and T. Ebrahimi. MediaEval 2014 visual privacy task: Geometrical privacy protection tool. In MediaEval 2014 Workshop, Barcelona, Spain, October 2014.

  14. P. Korshunov and T. Ebrahimi. UHD Video Dataset for Evaluation of Privacy. In 6th International Workshop on Quality of Multimedia Experience (QoMEX’14), Singapore, 2014.

  15. H. Nemoto, P. Hanhart, P. Korshunov, and T. Ebrahimi. Ultra-Eye: UHD and HD images eye tracking dataset. In 6th International Workshop on Quality of Multimedia Experience (QoMEX’14), Singapore, 2014.

  16. P. Hanhart, M. Bernardo, P. Korshunov, M. Pereira, A. Pinheiro, and T. Ebrahimi. HDR image compression: a new challenge for objective quality metrics. In 6th International Workshop on Quality of Multimedia Experience (QoMEX’14), Singapore, 2014.

  17. A. Pinheiro, K. Fliegel, P. Korshunov, L. Krasula, M. Bernardo, M. Pereira, and T. Ebrahimi. Performance evaluation of the emerging JPEG XT image compression standard. In IEEE 16th International Workshop on Multimedia Signal Processing (MMSP’14), Jakarta, Indonesia, 2014.

  18. P. Hanhart, P. Korshunov, and T. Ebrahimi. Crowd-based quality assessment of multiview video plus depth coding. In IEEE International Conference on Image Processing (ICIP’14), Paris, France, 2014.

  19. P. Korshunov and T. Ebrahimi. Scrambling-based tool for secure protection of JPEG images. In IEEE International Conference on Image Processing (ICIP’14), Paris, France, 2014.

  20. P. Korshunov and T. Ebrahimi. Towards optimal distortion-based visual privacy filters. In IEEE International Conference on Image Processing (ICIP’14), Paris, France, 2014.

  21. T. Senst, T. Borgmann, I. Keller, T. Sikora, Cross based Robust Local Optical Flow, 21th IEEE International Conference on Image Processing, Paris, France, 27.10.2014 - 30.10.2014

  22. V. Eiselein, G. Sternharz, T. Senst, I. Keller, T. Sikora, Person re-Identification using Region Covariance in a Multi-feature Approach, International Conference on Image Analysis and Recognition (ICIAR) 2014, 22.10.2014

  23. D. Maniry, E. Acar, and S. Albayrak, “TUB-IRML at MediaEval 2014 Visual Privacy Task: Privacy Filtering through Blurring and Color Remapping” in the MediaEval 2014 Workshop, Barcelona, Spain. 2014.

  24. E. Acar and S. Albayrak, “TUB-IRML at MediaEval 2014, Violent Scenes Detection Task: Violence Modeling through Feature Space Partitioning”, in the MediaEval 2014 Workshop, Barcelona, Spain. 2014.

  25. E. Acar, M. Irrgang, D. Maniry, and F. Hopfgartner, “Detecting Violent Content in Hollywood Movies and User-Generated Videos”, In Smart Information Systems (pp. 291-314), Springer International Publishing, 2015.

  26. T. Senst, V. Eiselein, I. Keller, T. Sikora, Crowd Analysis in non-static Cameras using Feature Tracking and Multi-Person Density, 21th IEEE International Conference on Image Processing, Paris, France, 27.10.2014 - 30.10.2014

  27. A. Miron, and A. Badii, "Change detection based on Graph Cuts", The IEEE International Conference on Image Processing (ICIP), September 2015, Quebec, Canada, Submitted. 

  28. W. L. Hoo, A. Miron, A. Badii, C. S. Chan "Skin-based privacy filter for surveillance systems”, The IEEE International Conference on Image Processing (ICIP), September 2015, Quebec, Canada, Submitted.

  29. M. Rerabek and T. Ebrahimi. A new database of still and moving High Dynamic Range pictures. HDRi2014 -Second International Conference and SME Workshop on HDR imaging, Sarajevo, Bosnia and Herzegovina, 2014.

  30. P. Korshunov, H. Nemoto, A. Skodras and T. Ebrahimi. Crowdsourcing-based Evaluation of Privacy in HDR Images. SPIE Photonics Europe 2014, Optics, Photonics and Digital Technologies for Multimedia Applications, Brussels, Belgium, Proceedings of SPIE, Vol. 9138, 2014.
  31. M. Rerabek, H. Nemoto, J.-S. Lee and T. Ebrahimi. Audiovisual focus of attention and its application to Ultra High Definition video compression. SPIE electronic Imaging, San Francisco, California, USA, Proceedings of SPIE, Vol. 9014, 2014.

  32. A. Tabatabai, T. Suzuki, P. Hanhart, P. Korshunov and T. Ebrahimi et al. Compression Performance Analysis in HEVC, in High Efficiency Video Coding (HEVC) - Architectures and Algorithms, 2014.

  33. H. Nemoto, P. Hanhart, P. Korshunov and T. Ebrahimi. Impact of Ultra High Definition on Visual Attention. ACM International Conference on Multimedia (ACM MM’14), Orlando, Florida, USA, 2014.

  34. M. Rerabek, P. Hanhart, P. Korshunov and T. Ebrahimi. Subjective and objective evaluation of HDR video compression. 9th International Workshop on Video Processing and Quality Metrics for Consumer Electronics (VPQM’15), Chandler, Arizona, USA, 2015.

  35. H. Nemoto, P. Korshunov, P. Hanhart and T. Ebrahimi. Visual attention in LDR and HDR images. 9th International Workshop on Video Processing and Quality Metrics for Consumer Electronics (VPQM’15), Chandler, Arizona, USA, 2015.

  36. S. Ciftci, P. Korshunov, A. O. Akyuz and T. Ebrahimi. Using False Colors to Protect Visual Privacy of Sensitive Content. Human Vision and Electronic Imaging XX, San Francisco, California, USA, Proceedings of SPIE, Vol. 9394, 2015.

  37. M. Bonetto, P. Korshunov, G. Ramponi and T. Ebrahimi. Privacy in Mini-drone Based Video Surveillance. Workshop on De-identification for privacy protection in multimedia, Ljubljana, Slovenia, 2015.

  38. C. Mitrea, T. Piatrik, B. Ionescu, “Retrieval of distinctive patterns of interest from “real-world” video surveillance datasets”, submitted to the international conference on Imaging for Crime Prevention and Detection (ICDP), 2015.

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