Search Results - "Briassouli, Alexia"

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    Human Motion Analysis via Statistical Motion Processing and Sequential Change Detection by Briassouli, Alexia, Tsiminaki, Vagia, Kompatsiaris, Ioannis

    “…The widespread use of digital multimedia in applications, such as security, surveillance, and the semantic web, has made the automated characterization of…”
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    Journal Article
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    Swarm Intelligence for Detecting Interesting Events in Crowded Environments by Kaltsa, Vagia, Briassouli, Alexia, Kompatsiaris, Ioannis, Hadjileontiadis, Leontios J., Strintzis, Michael Gerasimos

    Published in IEEE transactions on image processing (01-07-2015)
    “…This paper focuses on detecting and localizing anomalous events in videos of crowded scenes, i.e., divergences from a dominant pattern. Both motion and…”
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    Journal Article
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    Human Motion Analysis via Statistical Motion Processing and Sequential Change Detection by Briassouli, Alexia, Tsiminaki, Vagia, Kompatsiaris, Ioannis

    “…The widespread use of digital multimedia in applications, such as security, surveillance, and the semantic web, has made the automated characterization of…”
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    Journal Article
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    Multiple Hierarchical Dirichlet Processes for anomaly detection in traffic by Kaltsa, Vagia, Briassouli, Alexia, Kompatsiaris, Ioannis, Strintzis, Michael G.

    Published in Computer vision and image understanding (01-04-2018)
    “…•An unsupervised approach to scene analysis and anomaly detection in traffic scenes, as captured from static surveillance cameras is introduced.•Dynamically…”
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    Journal Article
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    Activity detection using Sequential Statistical Boundary Detection (SSBD) by Avgerinakis, Konstantinos, Briassouli, Alexia, Kompatsiaris, Yiannis

    Published in Computer vision and image understanding (01-03-2016)
    “…•We propose a novel activity detection scheme tailored for home environment scenes.•We introduce three new action datasets for action detection…”
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    Journal Article
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    Combination of Accumulated Motion and Color Segmentation for Human Activity Analysis by Briassouli, Alexia, Mezaris, Vasileios, Kompatsiaris, Ioannis

    “…The automated analysis of activity in digital multimedia, and especially video, is gaining more and more importance due to the evolution of higher-level video…”
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    Journal Article
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    The Effect of Spatial and Temporal Occlusion on Word Level Sign Language Recognition by Mino, Ajkel, Popa, Mirela, Briassouli, Alexia

    “…Driven by the appeal of real-world applicable models, we investigate how temporal and spatial occlusion affect sign language recognition. Utilizing only a crop…”
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    Conference Proceeding
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    Deep learning-based super-resolution and de-noising for XMM-newton images by Sweere, Sam F, Valtchanov, Ivan, Lieu, Maggie, Vojtekova, Antonia, Verdugo, Eva, Santos-Lleo, Maria, Pacaud, Florian, Briassouli, Alexia, Cámpora Pérez, Daniel

    “…The field of artificial intelligence based image enhancement has been rapidly evolving over the last few years and is able to produce impressive results on…”
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    Journal Article
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    Efficient motion estimation methods for fast recognition of activities of daily living by Poularakis, Stergios, Avgerinakis, Konstantinos, Briassouli, Alexia, Kompatsiaris, Ioannis

    Published in Signal processing. Image communication (01-04-2017)
    “…This work proposes a framework for the efficient recognition of activities of daily living (ADLs), captured by static color cameras, applicable in real world…”
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    Journal Article
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    Mining discriminative descriptors for goal-based activity detection by Tachos, Stavros, Avgerinakis, Konstantinos, Briassouli, Alexia, Kompatsiaris, Ioannis

    Published in Computer vision and image understanding (01-07-2017)
    “…•A goal-based framework for activity detection in continuous videos is proposed.•Each of the activities that need to be detected is assigned a certain…”
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    Journal Article
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    Fast Watermarking of MPEG-1/2 Streams Using Compressed-Domain Perceptual Embedding and a Generalized Correlator Detector by Simitopoulos, Dimitrios, Tsaftaris, Sotirios A, Boulgouris, Nikolaos V, Briassouli, Alexia, Strintzis, Michael G

    “…: A novel technique is proposed for watermarking of MPEG-1 and MPEG-2 compressed video streams. The proposed scheme is applied directly in the domain of MPEG-1…”
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    Journal Article
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    Dynamic texture recognition and localization in machine vision for outdoor environments by Kaltsa, Vagia, Avgerinakis, Konstantinos, Briassouli, Alexia, Kompatsiaris, Ioannis, Strintzis, Michael G.

    Published in Computers in industry (01-06-2018)
    “…•A superpixel-based clustering scheme achieves balance between local-global features.•Novel hand crafted descriptors lead to a fast recognition and…”
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    Journal Article
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    Semantic Event Fusion of Different Visual Modality Concepts for Activity Recognition by Crispim-Junior, Carlos F., Buso, Vincent, Avgerinakis, Konstantinos, Meditskos, Georgios, Briassouli, Alexia, Benois-Pineau, Jenny, Kompatsiaris, Ioannis, Bremond, François

    “…Combining multimodal concept streams from heterogeneous sensors is a problem superficially explored for activity recognition. Most studies explore simple…”
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    Journal Article
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    Extraction and Analysis of Multiple Periodic Motions in Video Sequences by Briassouli, A., Ahuja, N.

    “…The analysis of periodic or repetitive motions is useful in many applications, such as the recognition and classification of human and animal activities…”
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    Journal Article
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    Locally optimum nonlinearities for DCT watermark detection by Briassouli, A., Strintzis, M.G.

    Published in IEEE transactions on image processing (01-12-2004)
    “…The issue of copyright protection of digital multimedia data has attracted a lot of attention during the last decade. An efficient copyright protection method…”
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    Journal Article
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    Swarm-based motion features for anomaly detection in crowds by Kaltsa, Vagia, Briassouli, Alexia, Kompatsiaris, Ioannis, Strintzis, Michael G.

    “…In this work we propose a novel approach to the detection of anomalous events occurring in crowded scenes. Swarm theory is applied for the creation of a motion…”
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    Conference Proceeding
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    Unknown Crowd Event Detection from Phase-Based Statistics by Briassouli, Alexia

    “…A new approach for unknown event detection in videos with dense motion, such as crowds or dynamic textures, is developed, without requiring the estimation of…”
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    Conference Proceeding
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    Robust Temporal Activity Templates Using Higher Order Statistics by Briassouli, A., Kompatsiaris, I.

    Published in IEEE transactions on image processing (01-12-2009)
    “…A robust, theoretically founded approach for the extraction of temporal templates corresponding to areas of motion in video, is presented. Higher order…”
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    Journal Article