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Mr. Alexandros Doumanoglou -
Publications

Journals

  1. A. Doumanoglou, S. Asteriadis, D. Zarpalas, "Unsupervised Interpretable Basis Extraction for Concept-Based Visual Explanations.",In IEEE Transactions on Artificial Intelligence, vol. 5, no. 4, pp. 1496-1510, April 2024. doi: 10.1109/TAI.2023.3338169
  2. A. Doumanoglou, S. Asteriadis, D. Zarpalas, "Unsupervised Interpretable Basis Extraction for Concept–Based Visual Explanations.",IEEE Transactions on Artificial Intelligence.
  3. K. Konstantoudakis, D. Breitgand, A. Doumanoglou, N. Zioulis, A. Weit, K. Christaki, P. Drakoulis, E. Christakis, D. Zarpalas, P. Daras, "Serverless streaming for emerging media: towards 5G network-driven cost optimization", Multimedia Tools &Applications, 81(9), pp 12211-12250, 2022. https://doi.org/10.1007/s11042-020-10219-7
  4. R. F. Ustok, U. Acar, S. Keskin, D. Breitgand, A. Weit, P. Drakoulis, A. Doumanoglou, N. Zioulis, D. Zarpalas, P. Daras, F. Iadanza, "Service Development Kit for Media-Type Virtualized Network Services in 5G Networks", IEEE Communications Magazine, 58(7), pp. 51-57, 2020. DOI: https://doi.org/10.1109/MCOM.001.1900613
  5. R. Ustok, U. Acar, S. Keskin, D. Breitgand, A. Weit, P. Drakoulis, A. Doumanoglou, N. Zioulis, D. Zarpalas, P. Daras, F. Iadanza, "Service Development Kit for Media-Type Virtualized Network Services in 5G Networks", IEEE Communications Magazine, 58(7), pp. 51-57, 2020. DOI: https://doi.org/10.1109/MCOM.001.1900613
  6. K. Konstantoudakis, D. Breitgand, A. Doumanoglou, N. Zioulis, A. Weit, K. Christaki, P. Drakoulis, E. Christakis, D. Zarpalas, P. Daras, "Serverless Streaming for Emerging Media: Towards 5G Network-driven Cost Optimization",Multimedia Tools and Applications, 2021. DOI: https://doi.org/10.1007/s11042-020-10219-7
  7. A. Doumanoglou, N. Vretos, P. Daras, "Frequency - Based Slow Feature Analysis",Neurocomputing, Vol: 368, Nov 2019, Pages: 34-50. DOI: https://doi.org/10.1016/j.neucom.2019.08.067
  8. A. Doumanoglou, P. Drakoulis, N. Zioulis, D. Zarpalas, P. Daras, "Benchmarking Open-Source Static 3D Mesh Codecs for Immersive Media Interactive Live Streaming",IEEE Journal on Emerging and Selected Topics in Circuits and Systems, Feb 2019, DOI: https://doi.org/10.1109/JETCAS.2019.2898768
  9. A. Doumanoglou, D. Griffin, J. Serrano, N. Zioulis, T.K. Phan, D. Jimenez, D. Zarpalas, F. Alvarez, M. Rio, P. Daras, "Quality of Experience for 3D Immersive Media Streaming",IEEE Transactions on Broadcasting, Special Issue on Quality of Experience for Advanced Broadcast Service, Volume: 64, Issue: 2, pp 379-391, June 2018.
  10. A. Doumanoglou, D. Alexiadis, D. Zarpalas, P. Daras, "Towards Real-Time and Efficient Compression of Human Time-Varying-Meshes",IEEE Transactions on Circuits and Systems for Video Technology, Vol: 24, Issue: 12, Dec 2014

Conference

  1. A. Doumanoglou, D. Zarpalas, K. Driessens, "Concept Basis Extraction for Latent Space Interpretation of Image Classifiers.",In Proceedings of the 19th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISIGRAPP 2024) - Volume 3: VISAPP, pages 417-424.
  2. G. Papadopoulos, A. Doumanoglou, D. Zarpalas, "VRGestures: Controller and Hand Gesture Datasets for Virtual Reality.", CGI2023, Shanghai, China. https://zenodo.org/records/8027807
  3. S. Karavarsamis, A. Doumanoglou, K. Konstantoudakis, D. Zarpalas, "Cross-Stitched Multi-task Dual Recursive Networks for Unified Single Image Deraining and Desnowing", 8th IEEE World Forum on Internet of Things 2022, arXiv:2211.08290v1 [cs.CV] 15 Nov 2022. https://arxiv.org/abs/2211.08290
  4. V. Gkitsas, N. Zioulis, V. Sterzentsenko, A. Doumanoglou, D. Zarpalas, "Towards Full-to-Empty Room Generation with Structure-Aware Feature Encoding and Soft Semantic Region-Adaptive Normalization.", VISIGRAPP 2021: International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications., Virtual. https://arxiv.org/pdf/2112.05396.pdf
  5. A. Doumanoglou, N. Zioulis, V. Sterzentsenko, A. Karakottas, D. Zarpalas, P. Daras, "Benchmarking Gradient-Free Optimizers for 3D Performance Capture in the Nevergrad Platform", in Genetic and Evolutionary Computation Conference, July 10-14, 2021.
  6. A. Doumanoglou, P. Drakoulis, K. Christaki, N. Zioulis, V. Sterzentsenko, A. Karakottas, D. Zarpalas, P. Daras, "Zeroth-Order Optimizer Benchmarking for 3D Performance Capture",in Genetic and Evolutionary Computation Conference, July 10-14, 2021.
  7. V. Sterzentsenko, A. Doumanoglou, S. Thermos, N. Zioulis, D. Zarpalas, P. Daras, "Deep Soft Procrustes for Markerless Volumetric Sensor Alignment",In 2020 International Conference on Virtual Reality (IEEE VR), March 2020.
  8. R. Athanasoulas, P. Boutis, A. Chatzitofis, A. Doumanoglou, P. Drakoulis, L. Saroglou, V. Sterzentsenko, N. Zioulis, D. Zarpalas, P. Daras, "AVoidX: An Augmented VR Game",In 2020 International Conference on Virtual Reality (IEEE VR), March 2020.
  9. P. Athanasoulis, E. Christakis, K. Konstantoudakis, P. Drakoulis, S. Rizou, A. Weitz, A. Doumanoglou, N. Zioulis, D. Zarpalas, "Optimizing QoE and Cost in a 3D Immersive Media Platform: A Reinforcement Learning Approach",In International Conference on Advances in Multimedia (MMEDIA), Februrary 2020.
  10. V. Sterzentsenko, L. Saroglou, A. Chatzitofis, S. Thermos, N. Zioulis, A. Doumanoglou, D. Zarpalas, P. Daras, "Self-Supervised Deep Depth Denoising",In Proceedings of the IEEE International Conference on Computer Vision, 2019 (pp. 1242-1251)
  11. K. Christaki, K. Apostolakis, A. Doumanoglou, N. Zioulis, D. Zarpalas, P. Daras, "Space Wars: An AugmentedVR Game",25th International Conference on MultiMedia Modeling (MMM), Thessaloniki, Greece, January 8-11, 2019.
  12. K. Christaki, E. Christakis, P. Drakoulis, A. Doumanoglou, N. Zioulis, D. Zarpalas, P. Daras, "Subjective Visual Quality Assessment of Immersive 3D Media Compressed by Open-Source Static 3D Mesh Codecs",25th International Conference on MultiMedia Modeling (MMM), Thessaloniki, Greece, January 8-11, 2019.
  13. V. Sterzentsenko, A. Karakottas, A. Papachristou, N. Zioulis, A. Doumanoglou, D. Zarpalas, P. Daras, "A low-cost, flexible and portable volumetric capturing system",The 14th International Conference on Signal Image Technology & Internet based Systems (SITIS 2018), Las Palmas de Gran Canaria, Spain, 26-29 November 2018.
  14. K. Konstantoudakis, E. Christakis, P. Drakoulis, A. Doumanoglou, N. Zioulis, D. Zarpalas, P. Daras, "Comparing CNNs and JPEG for Real-Time Multi-view Streaming in Tele-Immersive Scenarios",The 14th International Conference on Signal Image Technology & Internet based Systems (SITIS 2018), Las Palmas de Gran Canaria, Spain, 26-29 November 2018.
  15. A. Doumanoglou, N. Zioulis, D. Griffin, J. Serrano, T. Khoa Phan, D. Jimenez, D. Zarpalas, F. Alvarez, M. Rio, P. Daras, "A System Architecture for Live Immersive 3D-Media Transcoding over 5G Networks", Workshop on Media delivery innovations using flexible network models in 5G, IEEE International Symposium on Broadband Multimedia Systems and Broadcasting (BMSB18), Valencia, Spain, 6th – 8th June 2018
  16. A. Doumanoglou, N. Zioulis, E. Christakis, D. Zarpalas, P. Daras, "Subjective quality assessment of textured human full-body 3D-reconstructions", International Conference on Quality of Multimedia Experience (QoMEX 2018), Sardinia, Italy, 29 May - 1 June 2018
  17. A. Karakottas, A. Papachristou, A. Doumanoglou, N. Zioulis, D. Zarpalas, P. Daras, "Augmented VR",IEEE VR, Reutlingen, Germany, 18-22 March 2018, https://www.youtube.com/watch?v=7O_TrhtmP5Q
  18. G. Zoumpourlis, A. Doumanoglou, N. Vretos, P. Daras, "Non-linear Convolution Filters for CNN-based Learning",IEEE International Conference on Computer Vision (ICCV 2017), Venice, Italy, October 22-29 2017
  19. A. Doumanoglou, N. Vretos, P. Daras, "Action Recognition From Videos using Sparse Trajectories",,7th International Conference on Imaging for Crime Detection and Prevention (ICDP-16), Madrid, 23-25 November, 2016
  20. N. Zioulis, D. Alexiadis, A. Doumanoglou, G. Louizis, K. Apostolakis, D. Zarpalas, P. Daras, "3D Tele-Immersion Platform For Interactive Immersive Experiences Between Remote Users",IEEE International Conference on Image Processing, ICIP 2016, Sept 25-28, Phoenix, Arizona, USA
  21. S. Crowle, A. Doumanoglou, B. Poussard, M. Boniface, D. Zarpalas, P. Daras, "Dynamic Adaptive Mesh Streaming for Real-time 3D Teleimmersion",20th International Conference on Web 3D Technology, Heraklion, Crete, Greece, June 18-21, 2015
  22. D. Alexiadis, A. Doumanoglou, D. Zarpalas, P. Daras, "A case study for tele-immersion communication applications: from 3D capturing to rendering",IEEE International Conference on Visual Communications and Image Processing, VCIP 2014, Dec 7-10, Valletta, Malta
  23. A. Doumanoglou, T. Kim, X. Zhao, S. Malassiotis, "Active Random Forests: An application to Autonomous Unfolding of Clothes",Proc. of European Conference on Computer Vision (ECCV), Zurich, Switzerland, 2014
  24. A. Doumanoglou, A. Kargakos, T. Kim, S. Malassiotis, "Autonomous Active Recognition and Unfolding of Clothes using Random Decision Forests and Probabilistic Planning",Proc. of IEEE Int. Conf. on Robotics and Automation (ICRA), Hong Kong, China, 2014
  25. A. Doumanoglou, D. Alexiadis, S. Asteriadis, D. Zarpalas, P. Daras, "On human time-varying mesh compression exploiting activity-related characteristics",IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), FLORENCE, ITALY, MAY 4-9, 2014
  26. A. Doumanoglou, S. Asteriadis, D. Alexiadis, D. Zarpalas, P. Daras, "A Dataset of Kinect-based 3D scans",11th IEEE IVMSP Workshop: 3D Image/Video Technologies and Applications, Yonsei University, Seoul, Korea, 10-12 June 2013

Books Chapters

  1. K. Apostolakis, N. Zioulis, A. Doumanoglou, D. Alexiadis, D. Zarpalas, P. Daras, "Beyond Online Multiplayer: Sharing and augmenting Tele-Immersive 3D game experiences with multiple geographically distributed users",IEEE COMSOC MMTC Communications – Frontiers, Vol. 12, No. 1, January 2017
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