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Keywords

Image classification Mathematical Morphology Image processing Morphological opening Granulometry Pattern spectrum Mathematical morphology Efficient implementation Hardware Algorithm Multi-stream Adaptable hardware Structuring element Self-aware FPGA Low memory Opening Parallel Computation Constant time Granulometries
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63

Eva Dokladalova - Short CV

APPOINTMENTS

Lecturer and researcher,

Professor (full), Computer science department, ESIEE Paris

- 06/2019 - HDR from University Paris-Est
- from 2018 - Correspondent for international projects (student outgoing mobility)
– 02/2018-07/2018 – Research period, Mines-ParisTech, Vision methods for UAVs
– from 2010 – 2018 co-Head of Computer science speciality for the 5 th year of engineering study
– from 2007 member of Laboratoire d’Informatique Gaspard-Monge LIGM, UMR CNRS 8049

 

2005 – 2006 Full time researcher, Embedded computing and image laboratory of CEA Saclay, France, EU MEDEA+ funding : Conception and design of SoC for automotive applications

2004 – 2005 Post Doctoral researcher, Embedded computing and image laboratory of CEA Saclay, France Internal research funding : MPEG-4 AVC in embedded systems, dimensionning and design

2004 (Jan – March) Research assistant, Center of Mathematical morphology, Ecole Nationale Supérieure des Mines de Paris, France

EDUCATION

2000 – 2004 PhD from Ecole Nationale Supérieure des Mines de Paris (MINES ParisTech), France, http://www.mines-paristech.fr/
Title: Dedicated architectures for image processing methods based on partial differential equations,
Award of University of West Bohemia Rector for outstanding PhD

1999 – 2000 Diplôme d’études approfondies (DEA), from Institut National Polytechnique de Grenoble, France (Grenoble INP), http://www.grenoble-inp.fr/ option Control systems,
Graduated with honours, rank 1/25

1994 – 1999 Engineer in Applicated Electronics, from Faculty of Electrotechnical Engineering, University of West Bohemia, Plzen, Czech Republic Graduated with honours, rank 1/86

Journal articles11 documents

  • Rosemberg Rodriguez Salas, Petr Dokládal, Eva Dokladalova. A Minimal Model for Classification of Rotated Objects with Prediction of the Angle of Rotation. Journal of Visual Communication and Image Representation, Elsevier, 2021, 75, pp.103054. ⟨10.1016/j.jvcir.2021.103054⟩. ⟨hal-03118567v2⟩
  • Rosemberg Rodriguez Salas, Petr Dokládal, Eva Dokladalova. Rotation Invariant Networks for Image Classification for HPC and Embedded Systems. Electronics, Penton Publishing Inc., 2021, 10 (2), pp.139. ⟨10.3390/electronics10020139⟩. ⟨hal-03106734⟩
  • Pavel Karas, Vincent Morard, Jan Bartovsky, Thierry Grandpierre, Eva Dokladalova, et al.. GPU Implementation of Linear Morphological Openings with Arbitrary Angle. Journal of Real-Time Image Processing, Springer Verlag, 2015, 10 (1), pp.27-41. ⟨10.1007/s11554-012-0248-7⟩. ⟨hal-00680904⟩
  • Jan Bartovsky, Petr Dokládal, Matthieu Faessel, Eva Dokladalova, Michel Bilodeau. Morphological Co-Processing Unit for Embedded Devices. Journal of Real-Time Image Processing, Springer Verlag, 2015, pp. 1-12. ⟨10.1007/s11554-015-0518-2⟩. ⟨hal-01117406v2⟩
  • Jan Bartovsky, Petr Dokládal, Eva Dokladalova, Michel Bilodeau, Mohamed Akil. Real-Time Implementation of Morphological Filters with Polygonal Structuring Elements. Journal of Real-Time Image Processing, Springer Verlag, 2015, 10 (1), pp.175-187. ⟨10.1007/s11554-012-0271-8⟩. ⟨hal-00789845⟩
  • Paulo Possa, Naim Harb, Eva Dokladalova, Carlos Valderrama. P2IP: A novel low-latency Programmable Pipeline Image Processor. Microprocessors and Microsystems: Embedded Hardware Design (MICPRO), Elsevier, 2015, In press. ⟨10.1016/j.micpro.2015.06.010⟩. ⟨hal-01171651⟩
  • Nicolas Ngan, Eva Dokladalova, Mohamed Akil, Fançois Contou-Carrère. Fast and efficient FPGA implementation of connected operators. Journal of Systems Architecture, Elsevier, 2011, 57 (8), pp.778-789. ⟨10.1016/j.sysarc.2011.06.002⟩. ⟨hal-00682942⟩
  • Jan Bartovsky, Petr Dokládal, Eva Dokladalova, Vjaceslav Georgiev. Parallel Implementation of Sequential Morphological Filters. Journal of Real-Time Image Processing, Springer Verlag, 2011, to appear (-), pp.1-13. ⟨10.1007/s11554-011-0226-5⟩. ⟨hal-00786367⟩
  • Petr Dokládal, Eva Dokladalova. Computationally efficient, one-pass algorithm for morphological filters. Journal of Visual Communication and Image Representation, Elsevier, 2011, 22 (5), pp.411--420. ⟨10.1016/j.jvcir.2011.03.005⟩. ⟨hal-00692897⟩
  • Eva (dokladalova) Dejnozkova, Petr Dokládal. Embedded real-time architecture for level-set-based active contours. EURASIP Journal on Advances in Signal Processing, SpringerOpen, 2005, 17 (1), pp.1-16. ⟨hal-00622433⟩
  • Eva Dokladalova, Petr Dokládal. A parallel architecture for curve-evolution PDEs. Image Analysis and Stereology, International Society for Stereology, 2003, pp.121-132. ⟨hal-01251131⟩

Conference papers44 documents

  • Rodrigo Rill-García, Eva Dokladalova, Petr Dokládal. Syncrack: Improving Pavement and Concrete Crack Detection Through Synthetic Data Generation. 17th International Joint Conference on Computer Vision, Imaging and Computer Graphics Theory and Applications (VISAPP'22), Feb 2022, on-line, France. ⟨hal-03451685⟩
  • Elias Barbudo, Eva Dokladalova, Thierry Grandpierre. A New Modelling Framework for Coarse-Grained Programmable Architectures. Compas 2020, Jun 2021, Lyon, France. ⟨hal-03108479⟩
  • Rosemberg Rodriguez Salas, Petr Dokládal, Eva Dokladalova. A minimal model for rotation invariant convolutional neural networks with angle prediction. 16th International Conference on Computer Vision Theory and Applications - VISAPP 2021, Feb 2021, On-line Streaming, Austria. ⟨hal-03111509⟩
  • Rosemberg Rodriguez Salas, Petr Dokládal, Eva Dokladalova. Rotation Equivariant CNNs for Image Classification. 43ème journée ISS France, International Society for Stereology, Feb 2020, Paris, France. ⟨hal-03110175⟩
  • Elias Barbudo, Eva Dokladalova, Thierry Grandpierre. Modelling and Mapping Framework for Coarse-GrainedProgrammable Architectures. 14th Summer School on Modelling and Verification of Parallel Processes, Jun 2020, (on-line), France. ⟨hal-03108451⟩
  • Rodrigo Rill-García, Petr Dokládal, Eva Dokladalova. Multi-Pedestrian Tracking on Crowded Scenes Using RGB Images. 43ème journée ISS France, International Society for Stereology, Feb 2020, Paris, France. ⟨hal-03110182⟩
  • Elias Barbudo, Eva Dokladalova, Thierry Grandpierre, Laurent George. A New Mapping Methodology for Coarse-Grained Programmable Systolic Architectures. 22nd International Workshop on Software and Compilers for Embedded Systems (SCOPES 2019), May 2019, St Goar, Germany. ⟨10.1145/3323439.3323982⟩. ⟨hal-02013560⟩
  • Eric Bazan, Petr Dokládal, Eva Dokladalova. Quantitative Analysis of Similarity Measures of Distributions. British Machine Vision Conference 2019, BMVC 2019, Sep 2019, Cardiff, United Kingdom. ⟨hal-01984970⟩
  • Elias Barbudo, Eva Dokladalova, Thierry Grandpierre, Laurent George. A Mapping Methodology for Coarse-Grained Pipelined Configurable Architectures. 14th Workshop on Models and Algorithms for Planning and Scheduling Problems (MAPSP 2019), Jun 2019, Renesse, Netherlands. ⟨hal-02104162⟩
  • Rosemberg Rodriguez Salas, Eva Dokladalova, Petr Dokládal. Rotation invariant CNN using scattering transform for image classification. IEEE International Conference on Image Processing (ICIP), Sep 2019, Taipei, Taiwan. ⟨hal-02008378v2⟩
  • Eric Bazan, Petr Dokládal, Eva Dokladalova. Quantitative Analysis of Similarity Measures of Distributions. British Machine Vision Conference (BMVC), Sep 2019, Cardiff, United Kingdom. ⟨hal-02299826⟩
  • Eric Bazan, Petr Dokládal, Eva Dokladalova. The Optimal Transport for Image Segmentation. French-German Doctoral Workshop, Nov 2018, Fontainebleau, France. ⟨hal-01945673⟩
  • Eric Bazan, Petr Dokládal, Eva Dokladalova. Non supervised perceptual model for target recognition in UAVs. Reconnaissance des Formes, Image, Apprentissage et Perception RFIAP, Jun 2018, Marne la Vallée, France. ⟨hal-01790867⟩
  • Elias Barbudo, Eva Dokladalova, Thierry Grandpierre, Laurent George. A mapping tool for configurable pipeline co-processors. Colloque National du GDR SoC-SiP, GDR-SOC-SIP, Jun 2018, Paris, France. ⟨hal-01801018⟩
  • Ali Isavudeen, Nicolas Ngan, Eva Dokladalova, Mohamed Akil. Highly Scalable Monitoring System on Chip for Multi-Stream Auto-Adaptable Vision System. International Conference on Research in Adaptive and Convergent Systems, Sep 2017, Krakow, Poland. pp.Pages 249-254, ⟨10.1145/3129676.3129721⟩. ⟨hal-01535640⟩
  • Ali Isavudeen, Nicolas Ngan, Eva Dokladalova, Mohamed Akil. Auto-Adaptive Multi-Sensor Architecture. IEEE International symposium on circuits and systems, ISCAS 2016, IEEE, May 2016, Montréal, Canada. ⟨hal-01265219⟩
  • Ali Isavudeen, Eva Dokladalova, Nicolas Ngan, Mohamed Akil. Self-Adaptive Architecture for Multi-sensor Embedded Vision System. MEMICS'15, Oct 2015, Telc, Czech Republic. ⟨hal-01263859⟩
  • Jan Bartovsky, Eva Dokladalova, Petr Dokládal, Mohamed Akil. Efficient FPGA architecture for oriented 1-D opening and pattern spectrum. 19th IEEE International Conference on Image Processing (ICIP), Sep 2012, Orlando, Florida, United States. pp.1689-1692. ⟨hal-00789851⟩
  • Jan Bartovsky, Petr Dokládal, Eva Dokladalova, Michel Bilodeau. One-scan algorithm for arbitrarily oriented 1-D morphological opening and slope pattern spectrum. 19th International Conference on Image Processing (ICIP), Sep 2012, Lake Buena Vista, United States. pp.133-136, ⟨10.1109/ICIP.2012.6466813⟩. ⟨hal-00789849⟩
  • Jan Bartovsky, Eva Dokladalova, Petr Dokládal, Mohamed Akil. Efficient FPGA architecture for oriented 1-D opening and pattern spectrum. Image Processing (ICIP), 2012 19th IEEE International Conference on, Sep 2012, Orlando, FL, United States. ⟨10.1109/ICIP.2012.6467203⟩. ⟨hal-01289109⟩
  • Nicolas Ngan, Eva Dokladalova, Mohamed Akil. Dynamically adaptable NoC router architecture for multiple pixel streams applications. Circuits and Systems (ISCAS), 2012 IEEE International Symposium on, May 2012, South Korea. pp.1006 - 1009. ⟨hal-00789363⟩
  • Jan Bartovsky, Dominik Schneider, Eva Dokladalova, Petr Dokládal, Vjaceslav Georgiev, et al.. Morphological Classification of Particles Recorded by the Timepix Detector. 7th International Symposium on Image and Signal Processing and Analysis (ISPA), Sep 2011, Dubrovnik, Croatia. pp.343-348. ⟨hal-00658896⟩
  • Jan Bartovsky, Petr Dokládal, Eva Dokladalova, Michel Bilodeau. Fast streaming algorithm for 1-D morphological opening and closing on 2-D support. 10th 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⟩. ⟨hal-00658959⟩
  • Jan Bartovsky, Dominik Schneider, Eva Dokladalova, Petr Dokládal, Vjaceslav Georgiev, et al.. Morphological Classification of Particles Recorded by the Timepix Detector. 7th International Symposium on Image and Signal Processing and Analysis (ISPA), 2011, Sep 2011, Dubrovnik, Croatia. ⟨hal-01289102⟩
  • Jan Bartovsky, Eva Dokladalova, Petr Dokládal, Vjaceslav Georgiev. Stream implementation of serial morphological filters with approximated polygons. 17th IEEE International Conference on Electronics, Circuits, and Systems (ICECS), Dec 2010, Athènes, Greece. pp.706-709, ⟨10.1109/ICECS.2010.5724610⟩. ⟨hal-00622491⟩
  • Nicolas Ngan, Geoffroy Marpeaux, Eva Dokladalova, Mohamed Akil, Fançois Contou-Carrère. Memory System for a Dynamically Adaptable Pixel Stream Architecture. 20th International Conference on Field Programmable Logic and Applications (FPL'10), 2010, France. 10pp. ⟨hal-00622488⟩
  • Jan Bartovsky, Eva Dokladalova, Petr Dokládal, Vjaceslav Georgiev. Pipeline architecture for compound morphological operators. 17th IEEE International Conference on Image Processing (ICIP), Sep 2010, Hong-Kong, Hong Kong SAR China. pp.3765-3768, ⟨10.1109/ICIP.2010.5653479⟩. ⟨hal-00622490⟩
  • Petr Matas, Eva Dokladalova, Mohamed Akil, Vjaceslav Georgiev, Martin Poupa. Parallel Hardware Implementation of Connected Component Tree Computation. 20th International Conference on Field Programmable Logic and Applications, 2010, France. 10pp. ⟨hal-00622489⟩
  • Nicolas Ngan, Eva Dokladalova, Mohamed Akil, Francois Contou-Carrére. Dynamically adaptable architecture for real-time video processing. IEEE International Symposium on Circuits and Systems (ISCAS'10), 2010, France. 10pp. ⟨hal-00622434⟩
  • Moad Benkiniour, Mohamed Akil, Eva Dokladalova, Mohamed Benmohamed. Exploration of VLIW Space Processor for Adaboost-based Applications. International Conference on the Applications Of Digital Information and Web Technologies, IEEE, ICADIWT, Aug 2009, France. 10pp. ⟨hal-00622451⟩
  • Petr Matas, Eva Dokladalova, Mohamed Akil, Thierry Grandpierre, Laurent Najman, et al.. Parallel Algorithm for Concurrent Computation of Connected Component Tree. Advanced Concepts for Intelligent Vision Systems (ACIVS'08), Oct 2008, France. pp.230-241. ⟨hal-00622406⟩
  • Petr Dokládal, Eva Dokladalova. Grey-scale 1-D dilations with spatially-variant structuring elements in linear time. 16th European Signal Processing Conference (EUSIPCO'08), Aug 2008, Lausanne, Switzerland. 5 p. ⟨hal-00622464⟩
  • Petr Dokládal, Eva Dokladalova. Grey-scale Morphology with Spatially-Variant Rectangles in Linear Time. 10th 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⟩. ⟨hal-00622463⟩
  • Moad Benkinouar, Mohamed Akil, Eva Dokladalova, Mohamed Benmohamed. Détection des visages : étude algorithmique et implantation temps réel. 4ème AMINA, Applications Médicales de l'Informatique : Nouvelles Approches, Nov 2008, France. ⟨hal-00622468⟩
  • Nicolas Ngan, F. Contou-Carrère, B. Marcon, S. Guerin, Eva Dokladalova, et al.. Efficient Hardware Implementation of Connected Component Tree Algorithm. Workshop on Design and Architectures For Signal and Image Processing, 2007, France. 10pp. ⟨hal-00622340⟩
  • Philippe Guermeur, Petr Dokládal, Eva Dokladalova, Antoine Manzanera. FPGA lab sessions in a general-purpose image processing course. 2nd International Workshop on Reconfigurable Computing Education, 2007, France. 10pp. ⟨hal-00622533⟩
  • Eva Dokladalova, R. Schmit, S. Pajaniradja, S. Amadori. Carvision: SOC architecture for dynamic vision systems from image capture to high level image processing. MEDEA DAC, 2006, France. 10pp. ⟨hal-00622297⟩
  • Petr Dokládal, Eva Dokladalova. Fast implementation of variational, contour-based object tracking. 13th European signal processing conference (EUSIPCO'05), 2005, France. 10pp. ⟨hal-00622293⟩
  • Loic Biancardini, Eva Dokladalova, Serge Beucher, Laurent Letellier. From Moving Edges to Moving Regions. 2nd Iberian Conference on Pattern Recognition and Image Analysis (IbPRIA'05), 2005, Estoril, France. pp.119-127. ⟨hal-00622292⟩
  • Eva Dokladalova, Stéphane Chevobbe, Frédéric Blanc. Advances in Practical Implementation of the Digital Media Processing: Towards Reconfigurable Computation. European Workshop on the Integration of Knowledge, Semantics and Digital Media Technology (EWIMT'04), 2004, France. 10pp. ⟨hal-00622222⟩
  • Eva (dokládalova) Dejnozkova, Petr Dokládal. Contour-based object tracking with gradient-based contour attraction field. IEEE International Conference on Accoustics, Speech and Signal Processing (ICASSP'04), 2004, France. pp.17-20. ⟨hal-00622296⟩
  • Eva (dokládalova) Dejnozkova, Petr Dokládal. Modelling of overlapping circular objects based on level set approach. International Conference on Image Analysis and Recognition (ICIAR'04), 2004, France. pp.416-423. ⟨hal-00622294⟩
  • Eva (dokládalova) Dejnozkova, Petr Dokládal. Asynchronous multi-core architecture for level set methods. IEEE International Conference on Accoustics, Speech and Signal Processing (ICASSP'04), 2004, France. pp.1-4. ⟨hal-00622295⟩
  • Eva Dejnozkova Dokládova, Petr Dokládal, Jean-Claude Klein. MASSIVE MARCHING: A PARALLEL COMPUTATION OF DISTANCE FUNCTION. the 9th International Workshop on Systems, Signals and Image Processing (IWSSIP'02), Nov 2002, Manchester, United Kingdom. pp.71-76, ⟨10.1142/9789812776266_0009⟩. ⟨hal-01510914⟩

Book sections1 document

  • Eric Bazan, Petr Dokládal, Eva Dokladalova. Unsupervised Perception Model for UAVs Landing Target Detection and Recognition. Blanc-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. ⟨hal-01793695⟩

Patents1 document

  • Suresh Pajaniradja, Eva Dokladalova, Guilbert Mickael, Zemb Mickael. Device with datastream pipeline architecture for recognizing and locating objects in an image by detection window scanning. N° de brevet: WO2010066563 A1. 2010. ⟨hal-00846315⟩

Other publications1 document

  • Eva Dokladalova. Efficient Hardware Architectures and Algorithms for Embedded Vision Systems. 2015. ⟨hal-01263835⟩

Preprints, Working Papers, ...2 documents

  • Rosemberg Rodriguez Salas, Petr Dokládal, Eva Dokladalova. RED-NN: Rotation-Equivariant Deep Neural Network for Classification and Prediction of Rotation. 2019. ⟨hal-02170933⟩
  • Rosemberg Rodriguez Salas, Petr Dokládal, Eva Dokladalova. Rotation-invariant NN for learning naturally un-oriented data. 2019. ⟨hal-02022802⟩

Reports1 document

  • Jan Bartovsky, Eva Dokladalova, Michel Bilodeau, Petr Dokládal. Texture Analysis with Arbitrarily Oriented Morphological Opening and Closing. 2011. ⟨hal-00651251v2⟩

Theses1 document

  • Eva Dejnozkova. Architecture dédiée au traitement d'image base sur les équations aux dérivées partielles. domain_other. École Nationale Supérieure des Mines de Paris, 2004. English. ⟨pastel-00001180⟩

Habilitation à diriger des recherches1 document

  • Eva Dokladalova. Algorithmes et architectures efficaces pour vision embarquée. Architectures Matérielles [cs.AR]. Université Paris Est, 2019. ⟨tel-02425593⟩