SRP-Onderzoekszwaartepunt: Learning-based Signal and Data Processing Systems (LSDS)

Research output

Research output per year 2022 2022 2023 2024 2024

• 14 Article
• 8 Conference paper

Research output per year

Research output per year

Search results

• 2024

  A Subjective Test Framework for JPEG Pleno Quality Assessment

  Zhao, S., Mahmoudpour, S., Farias, M., Pagliari, C. & Schelkens, P., 2024, 16th International Conference on Quality of Multimedia Experience (QoMEX). IEEE, p. 92-95 4 p. (2024 16th International Conference on Quality of Multimedia Experience, QoMEX 2024).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

  File
  44 Downloads (Pure)

• Fake images: how much do they matter? Towards building quantitative modeling of misinformative images

  Caldwell, S. & Temmermans, F., 30 Sep 2024, Applications of Digital Image Processing XLVII. Tescher, A. G. & Ebrahimi, T. (eds.). SPIE, Vol. 13137. 8 p. 131370C. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13137).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

• Human Pose Estimation Based on ISAR and Deep Learning

  Javadi, S. H., Bourdoux, A., Deligiannis, N. & Sahli, H., 16 Jul 2024, In: IEEE Sensors Journal. 24, 17, p. 28324-28337 14 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  9 Downloads (Pure)

• JPEG Trust: an international standard facilitating the assessment of trustworthiness of digital media assets

  Temmermans, F., Caldwell, S., Bhowmik, D. & Ebrahimi, T., 30 Sep 2024, Applications of Digital Image Processing XLVII. Tescher, A. G. & Ebrahimi, T. (eds.). SPIE, Vol. 13137. 6 p. 131370B. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13137).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

• Learning-based Light field Imaging: An Overview

  Mahmoudpour, S., Pagliari, C. & Schelkens, P., 2024, In: EURASIP Journal on Image and Video Processing. 2024, 1, 36 p., 12.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Imaging techniques 100%
  • Photography 17%
  • Computational complexity 11%
  • Image processing 11%
  • Machine learning 10%
  1 Citation (Scopus)

  20 Downloads (Pure)

• Media revision history tracking via asset decomposition and serialization

  Temmermans, F., Caldwell, S. & Vanhamel, I., 30 Sep 2024, Applications of Digital Image Processing XLVII. Tescher, A. G. & Ebrahimi, T. (eds.). SPIE, Vol. 13137. 9 p. 1313707. (Proceedings of SPIE - The International Society for Optical Engineering; vol. 13137).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

• Stimulus-related modulation in the 1/f spectral slope suggests an impaired inhibition during a working memory task in people with multiple sclerosis

  Akbarian, F., Rossi, C., Costers, L., D'Hooghe, M. B., D'Haeseleer, M., Nagels, G. & Van Schependom, J., 20 May 2024, In: Multiple Sclerosis Journal. 30, 8, 20 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Short-Term Memory 100%
  • Multiple Sclerosis 93%
  • Psychological Inhibition 86%
  • Magnetoencephalography 27%
  • Proxy 22%
  1 Citation (Scopus)

  6 Downloads (Pure)
• 2023

  Attribution of the heavy rainfall events leading to severe flooding in Western Europe during July 2021

  Tradowsky, J. S., Philip, S. Y., Kreienkamp, F., Kew, S. F., Lorenz, P., Arrighi, J., Bettmann, T., Caluwaerts, S., Chan, S. C., De Cruz, L., de Vries, H., Demuth, N., Ferrone, A., Fischer, E. M., Fowler, H. J., Goergen, K., Heinrich, D., Henrichs, Y., Kaspar, F., Lenderink, G. & 17 others, Nilson, E., Otto, F. E. L., Ragone, F., Seneviratne, S. I., Singh, R. K., Skålevåg, A., Termonia, P., Thalheimer, L., van Aalst, M., Van den Bergh, J., Van de Vyver, H., Vannitsem, S., van Oldenborgh, G. J., Van Schaeybroeck, B., Vautard, R., Vonk, D. & Wanders, N., Jul 2023, In: Climatic Change . 176, 7, 38 p., 90.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Western Europe 100%
  • flooding 76%
  • rainfall 60%
  • surface temperature 22%
  • extreme event 14%
  66 Citations (Scopus)

  32 Downloads (Pure)

• Autoregressive modeling for lossless compression of holograms

  Kizhakkumkara Muhamad, R., Schretter, C., Blinder, D. & Schelkens, P., 6 Nov 2023, In: Optics Express. 31, 23, p. 38589-38609 21 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Holograms 100%
  • biomedical data 47%
  • pixels 39%
  • Pixels 36%
  • Holography 34%
  1 Citation (Scopus)

  14 Downloads (Pure)

• Bias-Adjustment Methods for Future Subdaily Precipitation Extremes Consistent Across Durations

  Van de Vyver, H., Van Schaeybroeck, B., De Cruz, L., Hamdi, R. & Termonia, P., Mar 2023, In: earth and space science. 10, 3, p. 1-13 13 p., e2022EA002798.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • precipitation intensity 100%
  • mapping method 58%
  • regional climate 47%
  • method 42%
  • preserve 41%
  1 Citation (Scopus)

  31 Downloads (Pure)

• Few-Shot Classification with Meta-Learning for Urban Infrastructure Monitoring Using Distributed Acoustic Sensing

  Luong, V. H., Deligiannis, N., Wilhelm, R. & Drapp, B., 21 Dec 2023, In: Sensors. 24, 1, p. 1-10 10 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Classifier 100%
  • learning 79%
  • Acoustics 73%
  • Electronic Band Structure 73%
  • shot 69%
  2 Citations (Scopus)

  6 Downloads (Pure)

• KORD-I: A Framework for Real-Time Performance and Cost Optimization of Apache Spark Streaming

  Kordelas, A., Spyrou, T., Voulgaris, S., Megalooikonomou, V. & Deligiannis, N., 2023, (Accepted/In press) 2023 IEEE International Symposium on Performance Analysis of Systems and Software (ISPASS-23). p. 1-3 3 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

  • Electric sparks 100%
  • Cost reduction 50%
  • Big data 44%
  • Websites 42%
  • Resource allocation 41%

• On the Agreement of Deep Neural Networks with the Brain in Encoding Visual Stimuli: Implications for Image Quality Assessment

  Mahmoudpour, S. & Schelkens, P., 2023, 2023 24th International Conference on Digital Signal Processing, DSP 2023. IEEE, p. 1-5 5 p. (International Conference on Digital Signal Processing, DSP; vol. 2023-June).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

  • Deep neural networks 100%
  • Image quality 95%
  • Brain 85%
  • Degradation 28%
  • Computer vision 17%
  1 Citation (Scopus)

• Reduced alpha2 power is associated with slowed information processing speed in multiple sclerosis

  De Cock, A., Van Ranst, A., Costers, L., Keytsman, E., D'Hooghe, M. B., D'Haeseleer, M., Nagels, G. & Van Schependom, J., Sep 2023, In: European Journal of Neurology. 30, 9, p. 2793-2800 8 p., 15927.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Electronic Data Processing 100%
  • Psychological Power 92%
  • Multiple Sclerosis 86%
  • Magnetoencephalography 50%
  • Magnetic Resonance Imaging 39%
  2 Citations (Scopus)

  32 Downloads (Pure)

• Scale-dependent blending of ensemble rainfall nowcasts and numerical weather prediction in the open-source pysteps library

  Imhoff, R. O., De Cruz, L., Dewettinck, W., Brauer, C. C., Uijlenhoet, R., van Heeringen, K. J., Velasco-Forero, C., Nerini, D., Van Ginderachter, M. & Weerts, A. H., 1 Apr 2023, In: Quarterly Journal of the Royal Meteorological Society. 149, 753, p. 1335-1364 30 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • library 100%
  • forecast 76%
  • weather 73%
  • rainfall 67%
  • prediction 53%
  8 Citations (Scopus)

  20 Downloads (Pure)

• Supporting Wider Baseline Light Fields in JPEG Pleno With a Novel Slanted 4D-DCT Coding Mode

  De Carvalho, M. B. D., Pagliari, C. L., Alves, G. D. O. E., Schretter, C., Schelkens, P., Pereira, F. & Da Silva, E. A. B., 2023, In: IEEE Access . 11, p. 28294-28317 24 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Mathematical transformations 100%
  • Block Like Crystal 91%
  • Chemical Transformation 42%
  • Amount 28%
  • Compaction 16%
  12 Downloads (Pure)

• The spectral slope as a marker of excitation/inhibition ratio and cognitive functioning in multiple sclerosis

  Akbarian, F., Rossi, C., Costers, L., D'hooghe, M. B., D'haeseleer, M., Nagels, G. & Van Schependom, J., 1 Dec 2023, In: Human Brain Mapping. 44, 17, p. 5784-5794 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Multiple Sclerosis 100%
  • Psychological Inhibition 92%
  • Benzodiazepines 57%
  • Biomarkers 22%
  • Healthy Volunteers 15%
  4 Citations (Scopus)

  54 Downloads (Pure)
• 2022

  Artificial intelligence will change MS care within the next 10 years: No

  De Vos, M. & Van Schependom, J., Dec 2022, In: Multiple Sclerosis. 28, 14, p. 2173-2174 2 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File
  1 Citation (Scopus)

  38 Downloads (Pure)

• JPEG Pleno light field: current standard and future directions

  Perra, C., Mahmoudpour, S. & Schelkens, P., 2022, International Society for Optics and Photonics. SPIE, p. 1-4 4 p.

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

  Open Access

  File

  • Standardization 100%
  • Image quality 32%
  • Imaging techniques 26%
  • Testing 18%
  9 Downloads (Pure)

• JPEG Status and Progress Report 2022

  Foessel, S., Ascenso, J., Da Silva Cruz, L. A., Ebrahimi, T., Lemieux, P. A., Pagliari, C., Pinheiro, A., Sneyers, J. & Temmermans, F., 1 Sep 2022, In: SMPTE Motion Imaging Journal. 131, 8, p. 111-119 9 p.

  Research output: Contribution to journal › Article › peer-review

  • Telecommunication 100%
  • Standardization 99%
  3 Citations (Scopus)

• Revisiting Natural Scene Statistical Modeling Using Deep Features for Opinion-Unaware Image Quality Assessment

  Mahmoudpour, S. & Schelkens, P., 2022, IEEE International Conference on Image Processing (ICIP). IEEE, p. 1471-1475 5 p. (Proceedings - International Conference on Image Processing, ICIP).

  Research output: Chapter in Book/Report/Conference proceeding › Conference paper

  File

  • Image quality 100%
  • Convolutional neural networks 32%
  1 Citation (Scopus)

  1 Downloads (Pure)

• Unifying Structural and Semantic Similarities for Quality Assessment of DIBR-Synthesized Views

  Mahmoudpour, S. & Schelkens, P., 2022, In: IEEE Access . 10, p. 59026-59036 11 p.

  Research output: Contribution to journal › Article › peer-review

  Open Access

  File

  • Image quality 100%
  • Error 80%
  • Semantics 73%
  • Pixels 46%
  • Convolutional neural networks 42%
  1 Citation (Scopus)

  20 Downloads (Pure)