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Alexandre Benoit
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Documents
Identifiants chercheurs
- alexandre-benoit
- 0000-0002-0627-4948
- IdRef : 118249711
Présentation
Currently working on pattern recognition in the context of video sequences and remote sensing images analysis. My activities cover image and video content low level description to high semantic level concepts recognition. Many topics involved, image filtering, visual features extraction, multimodal data fusion & clustering.
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Three dimensional Deep Learning approach for remote sensing image classificationIEEE Transactions on Geoscience and Remote Sensing, 2018, 56 (8), pp.4420-4434. ⟨10.1109/TGRS.2018.2818945⟩
Article dans une revue
hal-01814542v1
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PDE Based Enhancement of Color Images in RGB SpaceIEEE Transactions on Image Processing, 2012, 21 (5), pp.2500 - 2512. ⟨10.1109/TIP.2011.2177844⟩
Article dans une revue
hal-00732708v1
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Multi-Task Architecture with Attention for Imaging Atmospheric Cherenkov Telescope Data AnalysisVISAPP 2021, Feb 2021, online, France
Communication dans un congrès
hal-03043188v1
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Indexed Operations for Non-rectangular Lattices Applied to Convolutional Neural NetworksVISAPP, 14th International Conference on Computer Vision Theory and Applications, Feb 2019, Prague, Czech Republic
Communication dans un congrès
hal-02087157v1
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GammaLearn: a Deep Learning framework for IACT data36th International Cosmic Ray Conference, Jul 2019, Madison, United States. pp.705
Communication dans un congrès
hal-02197399v1
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Generative Adversarial Network (GAN) for Remote Sensing Images unsupervised LearningRFIAP 2018, AFRIF, SFPT, IEEE GRSS, Jun 2018, Marne-la-Vallée, France
Communication dans un congrès
hal-01970319v1
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GammaLearn - first steps to apply Deep Learning to the Cherenkov Telescope Array data23rd International Conference on Computing in High Energy and Nuclear Physics (CHEP 2018), Jul 2018, Sofia, Bulgaria
Communication dans un congrès
hal-02197396v1
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Multiscale Fully Convolutional DenseNet for Semantic SegmentationWSCG 2018, International Conference on Computer Graphics, Visualization and Computer Vision, May 2018, Pilsen, Czech Republic
Communication dans un congrès
hal-01786688v1
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Deep Learning for automatic sale receipt understandingInternational Conference on Image Processing Theory, Tools and Applications, Nov 2017, Montreal, Canada
Communication dans un congrès
hal-01654191v1
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DEEP LEARNING APPROACH FOR REMOTE SENSING IMAGE ANALYSISBig Data from Space (BiDS'16), Mar 2016, Santa Cruz de Tenerife, Spain. pp.133, ⟨10.2788/854791⟩
Communication dans un congrès
hal-01370161v1
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IRIM at TRECVID 2015: Semantic IndexingProceedings of TRECVid, Nov 2015, Gaithersburg, MD, United States
Communication dans un congrès
hal-01233398v1
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Bags of Trajectory Words for video indexingCBMI 2014, Jun 2014, Klagenfuhrt, Austria. ⟨10.1109/CBMI.2014.6849820⟩
Communication dans un congrès
hal-01096109v1
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Retina enhanced bag of words descriptors for video classificationEUSIPCO 2014, Sep 2014, Lisbon, Portugal
Communication dans un congrès
hal-01096114v1
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Retina enhanced SIFT descriptors for video indexing11th International Workshop on Content-Based Multimedia Indexing (CBMI 2013), Jun 2013, Veszprem, Hungary. pp.201-206
Communication dans un congrès
hal-00875044v1
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Retina-Enhanced SURF Descriptors for Semantic Concept Detection in VideosIPTA 2012 - 3rd International Conference on Image Processing Theory, Tools and Applications (IPTA 2012), Oct 2012, Istanbul, Turkey. pp.1-6
Communication dans un congrès
hal-00732736v1
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Automatic difference measure between movies using dissimilarity measure fusion and rank correlation coefficients10th International Workshop on Content-Based Multimedia Indexing (CBMI 2012), Jun 2012, Annecy, France. pp.1-6
Communication dans un congrès
hal-00732734v1
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IRIM at TRECVID 2012: Semantic Indexing and Instance SearchTRECVID - TREC Video Retrieval Evaluation workshop, Nov 2012, Gaithersburg, MD, United States. 12p
Communication dans un congrès
hal-00770258v1
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Hierarchical Late Fusion for Concept Detection in VideosECCV 2012 - 12th European Conference on Computer Vision, Oct 2012, Firenze, Italy. pp.335-344, ⟨10.1007/978-3-642-33885-4_34⟩
Communication dans un congrès
hal-00732740v1
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Similarity Measurement For Animation MoviesInternational MultiMedia Modeling Conference (MMM 2011), Jan 2011, Taiwan. 9 p
Communication dans un congrès
hal-00623709v1
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