Petr Dokladal
96
Documents
Publications
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CARBONE-AWARE HIGH-PERFORMANCE ARTIFICIAL INTELLIGENCEThe Transition Institute 1.5 : : Les enjeux sécuritaires des changements climatiques-, Mar 2023, Paris, France
Conference poster
hal-04143279v1
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Physics-Informed Deep Learning for the Understanding of Mesostructure Effects on the Mechanical Failure of Reinforced PolymersAussois 2023 - Grandes transformations : aujourd'hui.. demain, Jan 2023, Aussois, France
Conference poster
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Efficient estimation of eye fundus color image quality with convolutional neural networksAssociation for Research in Vision and Ophthalmology, 2018, Honolulu, United States
Conference poster
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Syncrack: Improving Pavement and Concrete Crack Detection Through Synthetic Data Generation17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP'22), Feb 2022, on-line, France. ⟨10.5220/0010837300003124⟩
Conference papers
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A minimal model for rotation invariant convolutional neural networks with angle prediction16th International Conference on Computer Vision Theory and Applications - VISAPP 2021, Feb 2021, On-line Streaming, Austria
Conference papers
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Generation of Virtual Microstructures of Energetic Materials Based on Micro-computed Tomography Images Analysis50th International Annual Conference of the Fraunhofer ICT, Jun 2019, Karlsruhe, Germany
Conference papers
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Rotation invariant CNN using scattering transform for image classificationIEEE International Conference on Image Processing (ICIP), Sep 2019, Taipei, Taiwan. ⟨10.1109/icip.2019.8804467⟩
Conference papers
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A Morphological Study of Energetic Materials: Analysis of Micro-computed Tomography Images to Generate Representative MicrostructuresEuropyro 2019 44th International Pyrotechnics Seminar, Jun 2019, Tours, France
Conference papers
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Quantitative Analysis of Similarity Measures of DistributionsBritish Machine Vision Conference (BMVC), Sep 2019, Cardiff, United Kingdom
Conference papers
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The Optimal Transport for Image SegmentationFrench-German Doctoral Workshop, Nov 2018, Fontainebleau, France
Conference papers
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Non supervised perceptual model for target recognition in UAVsReconnaissance des Formes, Image, Apprentissage et Perception RFIAP, Jun 2018, Marne la Vallée, France
Conference papers
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Function Decomposition in Main and Lesser PeaksInternational Symposium on Mathematical Morphology, May 2017, Fontainebleau, France. ⟨10.1007/978-3-319-57240-6_26⟩
Conference papers
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Statistical Threshold Selection for Path Openings to Detect CracksInternational Symposium on Mathematical Morphology and Its Applications to Signal and Image Processing, ISSM 2017, May 2017, Fontainebleau, France. pp.369-380, ⟨10.1007/978-3-319-57240-6_30⟩
Conference papers
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Morphological Characterization of Graphene Plans StackingISMM 2017, May 2017, Fontainebleau, France. pp.435-446, ⟨10.1007/978-3-319-57240-6_35⟩
Conference papers
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An affinity score for grains merging and touching grains separation13th International Symposium on Mathematical Morphology, Jesús Angulo, Santiago Velasco-Forero, Fernand Meyer, May 2017, Fontainebleau, France. pp.423-434
Conference papers
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A parallel, O(n), algorithm for unbiased, thin watershedIEEE International Conference on Image Processing, Sep 2016, Phoenix, United States
Conference papers
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Geometry Analysis of Superconducting Cables For The Optimization of Global PerformancesICPRAM, Feb 2016, Rome, Italy
Conference papers
hal-01237380v2
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A Parallel, O(N) Algorithm for Unbiased, Thin WatershedIEEE International Conference on Image Processing, Sep 2016, Phoenix, United States
Conference papers
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Automatic segmentation of epidermal layers through in vivo skin multiphoton microscopy imagesFocus on Microscopy, Mar 2013, Netherlands. pp.P2-E/08
Conference papers
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Efficient FPGA architecture for oriented 1-D opening and pattern spectrum19th IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, Florida, United States. pp.1689-1692
Conference papers
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Pavement Experts’ Knowledge Converted into an Automatic Assessment Tool7th Symposium on Pavement Surface Chracteristics : SURF , Sep 2012, Norfolk, United States
Conference papers
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In vivo multiphoton microscopy associated to 3D image processing for human skin characterizationSPIE, Feb 2012, United States. ⟨10.1117/12.907410⟩
Conference papers
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One-scan algorithm for arbitrarily oriented 1-D morphological opening and slope pattern spectrum19th International Conference on Image Processing (ICIP), Sep 2012, Lake Buena Vista, United States. pp.133-136, ⟨10.1109/ICIP.2012.6466813⟩
Conference papers
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Imagerie multiphoton de la peau humaine in vivoOptique et Diagnostic (OPTDIAG), May 2012, Paris, France
Conference papers
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Efficient FPGA architecture for oriented 1-D opening and pattern spectrumImage Processing (ICIP), 2012 19th IEEE International Conference on, Sep 2012, Orlando, FL, United States. ⟨10.1109/ICIP.2012.6467203⟩
Conference papers
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Morphological Classification of Particles Recorded by the Timepix Detector7th International Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2011, Dubrovnik, Croatia. pp.343-348
Conference papers
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Region Growing Structuring Elements and New Operators Based on Their ShapeSignal and Image Processing (SIP 2011), Dec 2011, Dallas, United States. pp.Pattern recognition, track 759-018
Conference papers
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Geodesic attributes thinnings and thickeningsInternational Symposium on Mathematical morphology, 2011, Verbania-Intra, Italy
Conference papers
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Fast streaming algorithm for 1-D morphological opening and closing on 2-D support10th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2011, Jul 2011, Verbania-Intra, Italy. pp.296-305, ⟨10.1007/978-3-642-21569-8_26⟩
Conference papers
hal-00658959v1
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Geodesic attributes thinnings and thickenings10th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2011, Jul 2011, Verbania-Intra, Italy. pp.200-211, ⟨10.1007/978-3-642-21569-8_18⟩
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Linear openings in arbitrary orientation in O(1) per pixel36th IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2011, May 2011, Prague, Czech Republic. pp.Article number 5946767, Pages 1457-1460, ⟨10.1109/ICASSP.2011.5946767⟩
Conference papers
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Morphological Classification of Particles Recorded by the Timepix Detector7th International Symposium on Image and Signal Processing and Analysis (ISPA), 2011, Sep 2011, Dubrovnik, Croatia
Conference papers
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Stream implementation of serial morphological filters with approximated polygons17th IEEE International Conference on Electronics, Circuits, and Systems (ICECS), Dec 2010, Athènes, Greece. pp.706-709, ⟨10.1109/ICECS.2010.5724610⟩
Conference papers
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Pipeline architecture for compound morphological operators17th IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.3765-3768, ⟨10.1109/ICIP.2010.5653479⟩
Conference papers
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3-D Extraction of fibres from microtomographic images of fibre-reinforced composite materials9th International Symposium on Mathematical Morphology and Its Application to Signal and Image Processing, ISMM 2009, Aug 2009, Groningen, Netherlands. pp.126-136, ⟨10.1007/978-3-642-03613-2_12⟩
Conference papers
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Spatially-variant morpho-Hessian filter: Efficient implementation and applicationInternational Symposium on Mathematical Morphology (ISMM), 2009, Groningen, Netherlands. pp.137-148, ⟨10.1007/978-3-642-03613-2_13⟩
Conference papers
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Direction-adaptive grey-level morphology. Application to 3D vascular brain imagingInternational Conference on Image Processing (ICIP), 2009, Cairo, Egypt. pp.2261-2264, ⟨10.1109/ICIP.2009.5414356⟩
Conference papers
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Curvilinear morpho-Hessian filter5th IEEE International Symposium on Biomedical Imaging: From Nano to Macro, 2008. ISBI 2008, May 2008, Paris, France. pp.1011-1014, ⟨10.1109/ISBI.2008.4541170⟩
Conference papers
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Grey-scale Morphology with Spatially-Variant Rectangles in Linear Time10th International Conference on Advanced Concepts for Intelligent Vision Systems (ACIVS 2008), Oct 2008, Juan les Pins, France. pp.674-685, ⟨10.1007/978-3-540-88458-3_61⟩
Conference papers
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Grey-scale 1-D dilations with spatially-variant structuring elements in linear time16th European Signal Processing Conference (EUSIPCO'08), Aug 2008, Lausanne, Switzerland. 5 p
Conference papers
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FPGA lab sessions in a general-purpose image processing course2nd International Workshop on Reconfigurable Computing Education, 2007, France. 10pp
Conference papers
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Segmentation of 3D nano-scale polystyrene ballsInternational Symposium on Mathematical Morphology - International Symposium on Mathematical Morphology'07, 8th International Symposium, Proceedings, 2007, France. pp.37-38
Conference papers
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Frequency Selective Height-from-Stereo Reconstruction : Application to Retinal Oedemas DetectionEuropean Signal Processing Conference, 2007, Poznan, Poland
Conference papers
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Fast implementation of variational, contour-based object tracking13th European signal processing conference (EUSIPCO'05), 2005, France. 10pp
Conference papers
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Modelling of overlapping circular objects based on level set approachInternational Conference on Image Analysis and Recognition (ICIAR'04), 2004, France. pp.416-423
Conference papers
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Asynchronous multi-core architecture for level set methodsIEEE International Conference on Accoustics, Speech and Signal Processing (ICASSP'04), 2004, France. pp.1-4
Conference papers
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Contour-based object tracking with gradient-based contour attraction fieldIEEE International Conference on Accoustics, Speech and Signal Processing (ICASSP'04), 2004, France. pp.17-20
Conference papers
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MASSIVE MARCHING: A PARALLEL COMPUTATION OF DISTANCE FUNCTIONthe 9th International Workshop on Systems, Signals and Image Processing (IWSSIP'02), Nov 2002, Manchester, United Kingdom. pp.71-76, ⟨10.1142/9789812776266_0009⟩
Conference papers
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Liver Blood Vessels extraction by a 3D topological approachProc. Medical Image Computing and Computer-Assisted Intervention '99, 1999, France. 10pp
Conference papers
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Application of h-minima to multiclass images using graphsprocs. 2nd. Workshop on Graph-based Representations, 1999, France. pp.31-40
Conference papers
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A new thinning algorithm and its application to the extraction of blood vesselsprocs. of Biomedsim'99, ESIEE Noisy-le-Grand, France, 1999, France. pp.32-37
Conference papers
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Adjacency Graphs and Image Segmentation: Study of ApplicationProc. BIOSIGNAL '98, Université Technique de Brno, 1998, France. 10pp
Conference papers
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Image Topology Description using Planar Adjacency GraphsProc. ECSAP '97, Prague, 1997, France. 10pp
Conference papers
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Concrete printing defects dataset for quality process monitoring using computer vision2024, ⟨10.57745/AQB1DU⟩
Other publications
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Multi-Pedestrian Tracking on Crowded Scenes Using RGB Images2020
Other publications
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Rotation Equivariant CNNs for Image Classification2020
Other publications
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Modélisation de la microstructure et du comportement thermoélastique de milieux granulaires2020
Other publications
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Power Consumption in HPC-AI SystemsArtificial Intelligence and High Performance Computing in the Cloud, 1220, Springer Nature Switzerland, pp.89-116, 2024, Lecture Notes in Networks and Systems, 978-3-031-78698-3. ⟨10.1007/978-3-031-78698-3_6⟩
Book sections
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Combination of Traction Assays and Multiphoton Imaging to Quantify Skin BiomechanicsSagi, Irit; Afratis, Nikolaos A. Collagen: Methods and Protocols, 1944, Humana Press, pp.145-155, 2019, Methods in Molecular Biology, 978-1-4939-9095-5. ⟨10.1007/978-1-4939-9095-5_11⟩
Book sections
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Unsupervised Perception Model for UAVs Landing Target Detection and RecognitionBlanc-Talon, J., Helbert, D., Philips, W., Popescu, D., Scheunders, P. Advanced Concepts for Intelligent Vision Systems, Springer, pp.233-244, 2018, 978-3-030-01449-0
Book sections
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Energy Concerns with HPC Systems and Applications2023
Preprints, Working Papers, ...
hal-04213338v1
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Pixel-accurate road crack detection in presence of inaccurate annotations2022
Preprints, Working Papers, ...
hal-03400373v2
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RED-NN: Rotation-Equivariant Deep Neural Network for Classification and Prediction of Rotation2019
Preprints, Working Papers, ...
hal-02170933v1
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Rotation-invariant NN for learning naturally un-oriented data2019
Preprints, Working Papers, ...
hal-02022802v1
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Unsupervised Perception Model for UAVs Landing Target Detection and Recognition2018
Preprints, Working Papers, ...
hal-01794520v1
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Detection of thin, curvilinear structures : Advances, Algorihms and ImplementationsImage Processing [eess.IV]. Université Paris-Est, 2013
Accreditation to supervise research
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