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Gilles Perrot

DISC department
AND team

UFC

E-mail:

gperrot [at] femto-st.fr

03.84.58.77.76

Address:

DISC - IUTBM - UFC (Belfort IUT-BM)

19 avenue du Maréchal Juin - BP 527
90016 BELFORT Cedex

Gilles Perrot's publications

View all publications (11)2022 (3)2021 (2)2020 (1)2018 (1)2016 (1)2014 (2)2011 (1)

2022 (3)

• inproceedings - Brick Orientation Adjustment in the Automotive Industry using Image Processing Techniques
  8th IFAC/IEEE International Conference on Control, Decision and Information Technologies (CoDIT 2022) / Istanbul, Turkey (2022, Pages pages 729 - 733)
  El Hachem, Charbel | Santiago, Raoul | Painvin, Loïc | Perrot, Gilles | Couturier, Raphael
  
  pdf | doi | bibtex@inproceedings{8aba742a-f4d7-4241-9cbd-156b8ae8677b, title = {Brick Orientation Adjustment in the Automotive Industry using Image Processing Techniques}, author = {El Hachem, Charbel and Santiago, Raoul and Painvin, Lo\"ic and Perrot, Gilles and Couturier, Raphael}, year = {2022}, address = {Istanbul, Turkey}, booktitle = {8th IFAC/IEEE International Conference on Control, Decision and Information Technologies (CoDIT 2022)}, editor = {8aba742a-f4d7-4241-9cbd-156b8ae8677b-editor.pdf}, month = {may}, pages = {729 - 733}, url = {https://publiweb.femto-st.fr/tntnet/entries/19659/documents/author/data}, doi = {https://doi.org/10.1109/CoDIT55151.2022.9803927} }
• article - Automatic deep learning-based myocardial infarction segmentation from delayed enhancement MRI
  Computerized Medical Imaging and Graphics (Volume 95, jan 2022, Pages :102014 (9))
  Chen, Zhihao | Lalande, Alain | Salomon, Michel | Decourselle, Thomas | Pommier, Thibaut | Qayyum, Abdul | Shi, Jixi | Perrot, Gilles | Couturier, Raphael
  
  doi
• article - How separable median filters can get better results than full 2D versions
  The Journal of Supercomputing (Volume 78, Issue (8), 2022, Pages :10118 - 10148)
  Perrot, Gilles | Domas, Stéphane | Couturier, Raphael
  
  pdf | doi

2021 (2)

• inproceedings - Welding Seam Classification in the Automotive Industry using Deep Learning Algorithms
  IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT 2021) / Bandung, Indonesia (2021, Pages pages 235 - 240)
  El Hachem, Charbel | Perrot, Gilles | Painvin, Loïc | Ernst-Desmulier, Jean-Baptiste | Couturier, Raphael
  
  pdf | doi | bibtex@inproceedings{5bb16589-e83c-47eb-961a-c57f5a2c2d8f, title = {Welding Seam Classification in the Automotive Industry using Deep Learning Algorithms}, author = {El Hachem, Charbel and Perrot, Gilles and Painvin, Lo\"ic and Ernst-Desmulier, Jean-Baptiste and Couturier, Raphael}, year = {2021}, address = {Bandung, Indonesia}, booktitle = {IEEE International Conference on Industry 4.0, Artificial Intelligence, and Communications Technology (IAICT 2021)}, editor = {5bb16589-e83c-47eb-961a-c57f5a2c2d8f-editor.pdf}, month = {jul}, pages = {235 - 240}, url = {https://publiweb.femto-st.fr/tntnet/entries/18575/documents/author/data}, doi = {10.1109/IAICT52856.2021.9532569} }
• inproceedings - Automation of Quality Control in the Automotive Industry using Deep Learning Algorithms
  IEEE International Conference on Computer, Control and Robotics (ICCCR 2021) / Shanghaï, China (2021, Pages pages 123 - 127)
  El Hachem, Charbel | Perrot, Gilles | Painvin, Loïc | Couturier, Raphael
  
  pdf | doi | bibtex@inproceedings{b742882f-6b77-4620-9a5a-6bcdcb3568b7, title = {Automation of Quality Control in the Automotive Industry using Deep Learning Algorithms}, author = {El Hachem, Charbel and Perrot, Gilles and Painvin, Lo\"ic and Couturier, Raphael}, year = {2021}, address = {Shangha\"i, China}, booktitle = {IEEE International Conference on Computer, Control and Robotics (ICCCR 2021)}, editor = {b742882f-6b77-4620-9a5a-6bcdcb3568b7-editor.pdf}, month = {jan}, pages = {123 - 127}, url = {https://publiweb.femto-st.fr/tntnet/entries/17243/documents/author/data}, doi = {10.1109/ICCCR49711.2021.9349273} }

2020 (1)

• inproceedings - Myocardial Infarction Segmentation From Late Gadolinium Enhancement MRI By Neural Networks and Prior Information
  International Join Conference on Neural Network (IJCNN 2020) / Glasgow, United Kingdom (2020, Pages pages 8)
  Chen, Zhihao | Lalande, Alain | Salomon, Michel | Decourselle, Thomas | Pommier, Thibaut | Perrot, Gilles | Couturier, Raphael
  
  pdf | doi | bibtex@inproceedings{13073ce5-01ff-4bfc-b886-bbc2e0e8860f, title = {Myocardial Infarction Segmentation From Late Gadolinium Enhancement MRI By Neural Networks and Prior Information}, author = {Chen, Zhihao and Lalande, Alain and Salomon, Michel and Decourselle, Thomas and Pommier, Thibaut and Perrot, Gilles and Couturier, Raphael}, year = {2020}, address = {Glasgow, United Kingdom}, booktitle = {International Join Conference on Neural Network (IJCNN 2020)}, editor = {13073ce5-01ff-4bfc-b886-bbc2e0e8860f-editor.pdf}, month = {jul}, pages = {8}, url = {https://publiweb.femto-st.fr/tntnet/entries/16615/documents/author/data}, doi = {10.1109/IJCNN48605.2020.9206759} }

2018 (1)

• inproceedings - Image Denoising Using a Deep Encoder-Decoder Network with Skip Connections
  25th International Conference on Neural Information Processing (2018) / Siem Reap, Cambodia (Volume 11306, Series Lecture Notes in Computer Science (LNCS), 2018, Pages pages 554 - 565)
  Couturier, Raphael | Perrot, Gilles | Salomon, Michel
  
  pdf | doi | bibtex@inproceedings{c2185f77-2b92-4ca8-ba02-273b7bbf7199, title = {Image Denoising Using a Deep Encoder-Decoder Network with Skip Connections}, author = {Couturier, Raphael and Perrot, Gilles and Salomon, Michel}, year = {2018}, address = {Siem Reap, Cambodia}, booktitle = {25th International Conference on Neural Information Processing (2018)}, month = {dec}, pages = {554 - 565}, url = {https://publiweb.femto-st.fr/tntnet/entries/15167/documents/author/data}, volume = {11306}, doi = {10.1007/978-3-030-04224-0_48}, series = {Lecture Notes in Computer Science (LNCS)} }

2016 (1)

• article - An optimized GPU-based 2D convolution implementation
  Concurrency and Computation-Practice & Experience (Volume 28, Issue (16), nov 2016, Pages :4291 - 4304)
  Perrot, Gilles | Domas, Stéphane | Couturier, Raphael
  
  pdf | doi

2014 (2)

• article - Fine-tuned high-speed implementation of a GPU-based median filter
  Journal of Signal Processing Systems for Signal Image and Video Technology (Volume 73, Issue (3), jul 2014, Pages :185 - 190)
  Perrot, Gilles | Domas, Stéphane | Couturier, Raphael
  
  pdf | doi
• article - Fast GPU-based denoising filter using isoline levels
  Journal of Real-Time Image Processing (Volume 12, Issue (1), 2014, Pages :31 - 42)
  Perrot, Gilles | Domas, Stéphane | Couturier, Raphael | Bertaux, Nicolas
  
  pdf | doi

2011 (1)

• inproceedings - GPU Implementation of a Region Based Algorithm for Large Images Segmentation
  CIT 2011, 11-th IEEE Int. Conf. on Computer and Information Technology / Pafos, Cyprus (2011)
  Perrot, Gilles | Domas, Stéphane | Couturier, Raphael | Bertaux, Nicolas
  
  pdf | bibtex@inproceedings{pdcb11:ip, title = {GPU Implementation of a Region Based Algorithm for Large Images Segmentation}, author = {Perrot, Gilles and Domas, St\'ephane and Couturier, Rapha\"el and Bertaux, Nicolas}, year = {2011}, address = {Pafos, Cyprus}, booktitle = {CIT 2011, 11-th IEEE Int. Conf. on Computer and Information Technology}, month = {aug}, url = {http://dx.doi.org/10.1109/CIT.2011.60} }