Journal Publications
• E Simon, A Briassouli, “Out-of-Distribution Detection in Medical Image Segmentation with beta-VAE and Likelihood Regret”, Journal of Imaging Informatics in Medicine, 1-25, March 2026.
• S. Wals, D. Grewal, I. Wilms, T. Hilken, A. Briassouli, M. Wetzels, “The dynamic effects of visual complexity and scene cuts on viewer attention”, Journal of the Academy of Marketing Science, 1-22, March 2026.
• T. Dick, A. Briassouli, E. Hortal, E. Formisano, “Deciphering the transformation of sounds into meaning: Insights from disentangling intermediate representations in sound-to-event DNNs”, Neurocomputing, Sep. 2025.
• U. Ahmad, M. Van Keulen, A. Briassouli, M. Saad, “Cognitive biases, Robo advisor and investment decision psychology: An investor’s perspective from New York stock exchange”, Acta psychologica, vol. 256, June 2025.
• S. Rattanaphan, A. Briassouli, “Evaluating Generalization, Bias, and Fairness in Deep Learning for Metal Surface Defect Detection: A Comparative Study”, Processes, Feb. 2024.
• A. Traverso, S. Pai, I. Hadžić, C. Rao, R. Canters, A. Dekker, A. Briassouli, H. Hortal Quesada, J. Teuwen, “Evaluating the Feasibility of Using Deep Learning Models for Synthetic Image Generation in Adaptive Radiotherapy”, Physica Medica: European Journal of Medical Physics, vol 104, Dec. 2022.
• A. Traverso, C. Rao, A. Briassouli, A. Dekker, D. De Ruysscher, W. van Elmpt, “Generating synthetic hypoxia images from FDG-PET using Generative Adversarial Networks (GANs)”, Radiotherapy and Oncology, ESTRO May 2022, DOI: 10.1016/S0167-8140(22)03573-3.
• S. Sweere, I. Valtchanov, M. Lieu, E. Verdugo, A. Vojtekova, M. Santos-Lleo, F. Pacaud, A. Briassouli. D. Cámpora-Perez, “Deep Learning-Based Super-Resolution and De-Noising for XMM-Newton Images”, Monthly Notices of the Royal Astronomical Society Main Journal, accepted Aug 2022.
• V. Kaltsa, A. Briassouli, I. Kompatsiaris, M. G. Strintzis, “Multiple Hierarchical Dirichlet Processes for anomaly detection in traffic”, Computer Vision and Image Understanding 169: 28-39 (2018).
• V. Kaltsa, K. Avgerinakis, A. Briassouli, I. Kompatsiaris, M. G. Strintzis, “Dynamic texture recognition and localization in machine vision for outdoor environments. Computers in Industry 98: 1-13 (2018).
• S. Tachos, K. Avgerinakis, A. Briassouli, I. Kompatsiaris, “Mining Discriminative Descriptors for Goal-Based Activity Detection”, Computer Vision and Image Understanding (CVIU), 2017.
• S. Poularakis, K. Avgerinakis, A. Briassouli, I. Kompatsiaris, “Efficient motion estimation methods for fast recognition of activities of daily living”, Signal Processing: Image Communication, 2017.
• C.F. Crispim-Junior, V. Buso, K. Avgerinakis, G. Meditskos, A. Briassouli, J. Benois-Pineau, I. Kompatsiaris, F. Bremond, “Semantic Event Fusion of Different Visual Modality Concepts for Activity Recognition”, Special Issue on Multimodal Human Pose Recovery and Behavior Analysis, IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), issue 99, 2016.
• K. Avgerinakis, A. Briassouli, and I. Kompatsiaris, “Activity detection using sequential statistical boundary detection (SSBD)”, Computer Vision and Image Understanding (CVIU), pp 46-61, vol 144, March 2016.
• K. Avgerinakis, A. Briassouli, I. Kompatsiaris, “Activities of Daily Living Recognition Using Optimal Trajectories from Motion Boundaries”, Journal of Ambient Intelligence and Smart Environments, 7(6):817-834, November 2015.
• V. Kaltsa, A. Briassouli, I. Kompatsiaris, L. J. Hadjileontiadis, M. G. Strintzis, “Swarm Intelligence for Detecting Interesting Events in Crowded Environments”, IEEE Transactions on Image Processing, 24 (7), 2153-2166, July 2015.
• A. Briassouli, D. Matsiki, I. Kompatsiaris, “Continuous Wavelet Transform for Time Varying Motion Extraction”, IET Image Processing, Special Issue VIE, Vol. 4 (4), pp. 271 – 282, August 2010.
• A. Briassouli, I. Kompatsiaris, “Robust Temporal Activity Templates Using Higher Order Statistics”, IEEE Transactions on Image Processing, Vol. 18, Issue 12, pp. 2756-2768, December 2009.
• A. Briassouli, V. Tsiminaki, I. Kompatsiaris, “Human Motion Analysis via Statistical Motion Processing and Sequential Change Detection”, EURASIP Journal on Image and Video Processing, vol. 2009, Article ID 652050, 2009.
• G. Th. Papadopoulos, A. Briassouli, V. Mezaris, I. Kompatsiaris and M. G. Strintzis, “Statistical Motion Information Extraction and Representation for Semantic Video Analysis”, IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), vol. 19, no. 10, pp. 1513-1528, October 2009.
• A. Briassouli and N. Ahuja, “Integration of Frequency and Space for Multiple Motion Estimation and Shape-Independent Object Segmentation”, IEEE Transactions on Circuits, Systems and Video Technology, Volume 18, Issue 5, pp. 657-669, May 2008.
• A. Briassouli, V. Mezaris, I. Kompatsiaris, “Combination of Accumulated Motion and Color Segmentation for Human Activity Analysis”, EURASIP Journal on Image and Video Processing, Volume 8, Issue 2, January 2008.
• A. Briassouli, V. Mezaris, I. Kompatsiaris, “Color aided motion-segmentation and object tracking for video sequences semantic analysis”, International Journal of Imaging Systems and Technology (IJIST), Special Issue on Applied Color Image Processing, Volume 17, Issue 3, pp 174-189, Oct. 2007.
• A. Briassouli and N. Ahuja, “Extraction and Analysis of Multiple Periodic Motions in Video Sequences”, IEEE Trans. on Pattern Analysis and Machine Intelligence, Vol. 29, Issue 7, pp. 1244-1261, July 2007.
• A. Briassouli and M. G. Strintzis, “Locally Optimum Nonlinearities for DCT Watermark Detection”, IEEE Trans. on Image Processing, Vol. 13, Issue 12, pp. 1604-1617, Dec. 2004.
• A. Briassouli ,M. G. Strintzis, “Optimal Watermark Detection Under Quantization in the Transform Domain”, IEEE Trans. on Circuits, Systems and Video Technology, Vol. 14, No. 12, Dec. 2004, pp. 1308-1319.
• A. Briassouli, P. Tsakalides and Athanasios Stouraitis, “Hidden Messages in Heavy-Tails: DCT-Domain Watermark Detection Using Alpha-Stable Models”, IEEE Transactions of Multimedia, Vol. 7, Issue 4, pp. 700 – 715, Aug. 2005.
• D. Simitopoulos, S. A. Tsaftaris, N. V. Boulgouris, A. Briassouli, and M. G. Strintzis, “Fast Watermarking of MPEG-1/2 Streams Using Compressed-domain Perceptual Embedding and a Generalized Correlator Detector”, EURASIP JASP, pp. 1088-1106, Aug. 2004.