PINNA Andrea

Team : SYEL
- Sorbonne Université - LIP6
Boîte courrier 169
Couloir 24-25, Étage 5, Bureau 510
4 place Jussieu
75252 PARIS CEDEX 05
FRANCE
Tel: +33 1 44 27 96 35, Andrea.Pinna (at) nulllip6.fr
https://lip6.fr/Andrea.Pinna
2 PhD students (Supervision / Co-supervision)
- MARTIN Garance : Image analysis with artificial intelligence methods for digestive endoscopy, ERCP
- TAKOUGANG TCHINDA Sylvain Fidel : Intelligence artificielle pour lâinterpretation dâun bitstream pour la reconfiguration des FPGA
2006-2022 Publications
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2022
- O. Thiery, G. Martin, I. Bloch, M. Dres, U. Saleem, A. Pinna : “Semi-Automatic A-Line Detection and Confidence Scoring in Lung Ultrasound”, BioCAS 2022 - Biomedical Circuits and Systems Conference, Taipei, Taiwan, Province of China (2022)
- Th. Garbay, Kh. HACHICHA, P. Dobias, W. Dron, P. Lusich, I. Khalis, A. Pinna, B. Granado : “Accurate Estimation of the CNN Inference Cost within Microcontrollers”, TinyML EMEA 2022, Limassol, Cyprus (2022)
- V. Janiak, V. Jousselin, G. Tallec, Ch. Marsala, U. Saleem, M. Dres, A. Pinna : “Prediction of the extubation outcome through Electrical Impedance Tomography measurements”, IEEE Biomedical Circuits and Systems (BIOCAS), Tapei, Taiwan, Province of China (2022)
- Th. Garbay, Kh. HACHICHA, P. Dobias, W. Dron, P. Lusich, I. Khalis, A. Pinna, B. Granado : “Accurate Estimation of the CNN Inference Cost for TinyML Devices”, 35th IEEE INTERNATIONAL SYSTEM-ON-CHIP CONFERENCE, Belfast, Ireland (2022)
- P. Dobias, Th. Garbay, B. Granado, Kh. HACHICHA, A. Pinna : “Comparative Study of Scheduling a Convolutional Neural Network on Multicore MCU”, DASIP 2022 - 15th International Workshop on Design and Architecture for Signal and Image Processing, vol. 13425, Lecture Notes in Computer Science, Budapest, Hungary, pp. 69-80, (Springer International Publishing) (2022)
- C. Del cistia Gallimard, F. Beroul, J. Denoulet, K. Nikolajevic, A. Pinna, B. Granado, Ch. Marsala : “Harmonic Decomposition to Estimate Periodic Signals using Machine Learning Algorithms: Application to Helicopter Loads”, IEEE World Congress on Computational Intelligence, Padua, Italy (2022)
- Th. Garbay, P. Dobias, W. Dron, P. Lusich, I. Khalis, A. Pinna, Kh. HACHICHA, B. Granado : “Estimation du coĂ»t dâinfĂ©rence des rĂ©seaux de neurones convolutifs dans un microcontrĂŽleur”, 16e Colloque du GDR SoC2, Strasbourg, France (2022)
- V. Rebiere, A. Drouot, B. Granado, A. Bourge, A. Pinna : “Color Pixel Reconstruction for a Monolithic RGB-Z CMOS Imager”, Journal of Signal Processing Systems, (Springer) (2022)
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2021
- M. Tramonti Fantozzi, U. Faraguna, A. Ugon, G. Ciuti, A. Pinna : “Automatic Cyclic Alternating Pattern (CAP) analysis: Local and multi-trace approaches”, PLoS ONE, vol. 16 (12), pp. e0260984, (Public Library of Science) (2021)
- Th. Garbay, P. Dobias, W. Dron, P. Lusich, I. Khalis, A. Pinna, Kh. HACHICHA, B. Granado : “CNN Inference Costs Estimation on Microcontrollers: the EST Primitive-based Model”, 28th IEEE International Conference on Electronics Circuits and Systems IEEE ICECS 2021, DubaĂŻ, United Arab Emirates (2021)
- O. Chuquimia, B. Granado, X. Dray, A. Pinna : “Hand Crafted Method: ROI Selection and Texture Description”, chapter in Computer-Aided Analysis of Gastrointestinal Videos, pp. 49-58, (Springer International Publishing) (2021)
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2020
- V. Rebiere, A. Drouot, B. Granado, A. Bourge, A. Pinna : “Semi-Gradient for Color Pixel Reconstruction in a RGBZ CMOS Sensor”, IEEE Sensors 2020, Rotterdam (virtual ), Netherlands, pp. 1-4, (IEEE) (2020)
- V. Bonny, V. Janiak, S. Spadaro, A. Pinna, A. Demoule, M. Dres : “Effect of PEEP decremental on respiratory mechanics, gasses exchanges, pulmonary regional ventilation, and hemodynamics in patients with SARS-Cov-2-associated acute respiratory distress syndrome”, Critical Care, vol. 24, pp. 596, (BioMed Central) (2020)
- O. Chuquimia, A. Pinna, X. Dray, B. Granado : “A Low Power and Real-Time Architecture for Hough Transform Processing Integration in a Full HD-Wireless Capsule Endoscopy”, IEEE Transactions on Biomedical Circuits and Systems, vol. 14 (4), pp. 646-657, (Institute of Electrical and Electronics Engineers) (2020)
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2019
- O. Chuquimia, A. Pinna, X. Dray, B. Granado : “A Real Time Hough Transform Architecture Useable inside a WCE”, 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), Nara, Japan, pp. 1-4, (IEEE) (2019)
- O. Chuquimia, A. Pinna, X. Dray, B. Granado : “Polyp follow-Up in an Intelligent Wireless Capsule Endoscopy”, 2019 IEEE Biomedical Circuits and Systems Conference (BioCAS), Nara, Japan, pp. 1-4, (IEEE) (2019)
- Th. Garbay, O. Chuquimia, A. Pinna, H. Sahbi, X. Dray, B. Granado : “Distilling the knowledge in CNN for WCE screening tool”, 2019 Conference on Design and Architectures for Signal and Image Processing (DASIP), Montreal, Canada, pp. 19-22, (IEEE) (2019)
- A. Ugon, C. Philippe, A. Kotti, M.‑A. Dalloz, A. Pinna : “Automatic Sleep Stages Classification Combining Semantic Representation and Dynamic Expert System”, MEDINFO 2019: Health and Wellbeing e-Networks for All, vol. 264, Lyon, France, pp. 848-852 (2019)
- O. Chuquimia, Th. Garbay, W. Xu, A. Pinna, X. Dray, H. Sahbi, B. Granado : “Study to integrate CNN inside a WCE to realize a screening tool”, JournĂ©es d'Etude sur la TĂ©lĂ©SantĂ©, Paris, France (2019)
- Ch. Chen, A. Ugon, Ch. Sun, W. Chen, C. Philippe, A. Pinna : “Towards a Hybrid Expert System Based on Sleep Eventâs Threshold Dependencies for Automated Personalized Sleep Staging by Combining Symbolic Fusion and Differential Evolution Algorithm”, IEEE Access, vol. 7, pp. 1775-1792, (IEEE) (2019)
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2018
- A. Ugon, A. Kotti, B. SĂ©roussi, K. Sedki, J. Bouaud, J.‑G. Ganascia, P. Garda, C. Philippe, A. Pinna : “Knowledge-based decision system for automatic sleep staging using symbolic fusion in a turing machine-like decision process formalizing the sleep medicine guidelines”, Expert Systems with Applications, vol. 114, pp. 414-427, (Elsevier) (2018)
- O. Chuquimia, A. Pinna, Ch. Marsala, X. Dray, B. Granado : “FPGA-based Real Time Embedded Hough Transform Architecture for circles detection”, DASIP 2018 - Conference on Design and Architectures for Signal and Image Processing, Porto, Portugal (2018)
- W. YANG, M. Rifqi, Ch. Marsala, A. Pinna : “Physiological-Based Emotion Detection and Recognition in a Video Game Context”, IEEE International Joint Conference on Neural Networks (IJCNN), Rio, Brazil, pp. 194-201 (2018)
- O. Chuquimia, A. Pinna, X. Dray, B. Granado : “Smart Vision Chip For Colon Exploration”, 13e Colloque du GDR SoC/SiP 2018, Paris, France (2018)
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2017
- A. Pinna : “SystĂšmes embarquĂ©s intelligents et dispositifs mĂ©dicaux”, habilitation, defence 06/19/2017 (2017)
- A. Seba, D. Istrate, T. Guettari, A. Ugon, A. Pinna, P. Garda : “Thermal Signature Based Sleep Analysis Sensor”, Biodiversity Informatics, vol. 4 (4), (University of Kansas) (2017)
- I. Dhif, Kh. HACHICHA, A. Pinna, S. Hochberg, I. Mhedhbi, P. Garda : “Epileptic Seizure Detection based on Expected Activity Measurement and Neural Network Classification”, The 39th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBCâ17), Jeju Island, Korea, Republic of (2017)
- O. Chuquimia, A. Pinna, X. Dray, B. Granado : “Polyps Recognition Using Fuzzy Trees”, 12e Colloque du GDR SoC/SiP 2017, Bordeaux, France (2017)
- A. BriĂšre, J. Denoulet, A. Pinna, B. Granado, F. PĂȘcheux : “WiNoCoD: A Dynamically Reconfigurable RF NoC for Many-Core”, 12e colloque du GDR SOC-SIP du CNRS, Bordeaux, France (2017)
- O. Chuquimia, A. Pinna, X. Dray, B. Granado : “Polyps Recognition Using Fuzzy Trees”, BHI-2017 International Conference on Biomedical and Health Informatics, Orlando, FL, United States, pp. 9-12, (IEEE) (2017)
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2016
- W. YANG, Ch. Marsala, A. Pinna, M. Rifqi, P. Garda : “Arbres de dĂ©cision flous adaptatifs”, 25e rencontres francophones sur la logique floue et ses applications (LFA), La Rochelle, France (2016)
- Ch. Chen, A. Ugon, X. Zhang, A. Amara, P. Garda, J.‑G. Ganascia, A. Kotti, C. Philippe, A. Pinna : “Cross Entropy-based Automatic Thresholds Setting-Up Method for Sleep Staging System”, IEEE BioCAS 2016, Shanghai, China (2016)
- A. Ugon, K. Sedki, A. Kotti, B. SĂ©roussi, C. Philippe, J.‑G. Ganascia, P. Garda, J. Bouaud, A. Pinna : “Decision system integrating preferences to support sleep staging”, Exploring Complexity in Health: An Interdisciplinary Systems Approach, vol. 228, Studies in Health Technology and Informatics, Munich, Germany, pp. 514-518, (IOS Press) (2016)
- Ch. Chen, A. Ugon, X. Zhang, A. Amara, P. Garda, J.‑G. Ganascia, C. Philippe, A. Pinna : “Personalized Sleep Staging System by combining Symbolic Fusion and Feedback System Control”, 11e Colloque du GDR SoC-SiP, Nantes, France (2016)
- A. Ugon, A. Kotti, K. Sedki, C. Philippe, B. SĂ©roussi, J. Bouaud, J.‑G. Ganascia, P. Garda, A. Pinna : “Reconnaissance des stades de sommeil Ă lâaide dâun outil de support Ă la dĂ©cision basĂ© sur les connaissances et la pratique des experts”, 27es JournĂ©es francophones d'IngĂ©nierie des Connaissances (Atelier IA & SantĂ©), Montpellier, France (2016)
- Ch. Chen, X. Liu, A. Ugon, X. Zhang, A. Amara, P. Garda, J.‑G. Ganascia, C. Philippe, A. Pinna : “Polysomnography Symbolic Fusion for Automatic Sleep Staging”, 5es JournĂ©es d'Etude sur la TĂ©lĂ©SANtĂ© (JETSAN), CompiĂšgne, France (2016)
- A. Ugon, B. SĂ©roussi, C. Philippe, J.‑G. Ganascia, P. Garda, K. Sedki, J. Bouaud, A. Pinna : “Towards a Wireless Smart Polysomnograph Using Symbolic Fusion”, Transforming Healthcare with the Internet of Things, vol. 221, Studies in Health Technology and Informatics, Paris, France, pp. 23-27, (IOS Press) (2016)
- I. Dhif, M. Ibraheem, L. Lambert, Kh. HACHICHA, A. Pinna, S. Hochberg, I. Mhedhbi, P. Garda : “A novel approach using WAAVES coder for the EEG signal compression”, BHI2016, LAS VEGAS - Nevada, United States (2016)
- L. Lambert, Z. Ahmed, Kh. HACHICHA, A. Pinna, P. Garda : “High frame rate medical quality video compression for tele-EEG”, 38th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBCâ16) EMBC 2016, Orlando, FL, United States, pp. 5392-5396, (IEEE) (2016)
- Ch. Chen, A. Ugon, X. Zhang, A. Amara, P. Garda, J.‑G. Ganascia, C. Philippe, A. Pinna : “Personalized sleep staging system using evolutionary algorithm and symbolic fusion”, 2016 IEEE 38th Annual International Conference of the Engineering in Medicine and Biology Society (EMBC), Orlando, FL, United States, pp. 2266-2269 (2016)
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2015
- A. BriĂšre, J. Denoulet, A. Pinna, B. Granado, F. PĂȘcheux : “Un rĂ©seau sur puce RF reconïŹgurable dynamiquement pour les many-cĆurs”, Revue des Sciences et Technologies de l'Information - SĂ©rie TSI : Technique et Science Informatiques, vol. 34/1-2, PARALLĂLISME , ARCHITECTURE ET SYSTĂMES - PANORAMA DE LA RECHERCHE FRANCOPHONE, pp. 11-29, (Lavoisier) (2015)
- M. Azeem, A. BriĂšre, M. Bouyer, J. Denoulet, F. PĂȘcheux, A. Pinna, B. Granado : “Interfacing SoCLib CABA models with NoCBench for NoC perfomance evaluation”, DASIP 2015 - The 2015 Conference on Design and Architecturesfor Signal and Image Processing, Cracow, Poland (2015)
- L. Lambert, J. Despatin, I. Dhif, I. Mhedhbi, M. Ibraheem, S. Ahmed, B. Granado, Kh. HACHICHA, A. Pinna, P. Garda, F. Kaddouh, M. Terosiet, A. Histace, O. Romain, C. Bellet, F. Durand, J.‑P. Commes, S. Hochberg, D. Heudes, P. Lozeron, N. Kubis : “Telemedecine, electroencephalography and current issues. SMART-EEG: An innovative solution”, European Research in Telemedicine / La Recherche EuropĂ©enne en TĂ©lĂ©mĂ©decine, vol. 4 (3), pp. 81-86, (Elsevier Masson SAS) (2015)
- L. Lambert, I. Dhif, M. Ibraheem, B. Granado, Kh. HACHICHA, A. Pinna, P. Garda, N. Kubis, F. Kaddouh, D. Heudes, M. Terosiet, A. Histace, O. Romain, S. Hochberg, I. Mhedhbi : “Smart-EEG: a Tele-medicine System for EEG Exams”, JETSAN, CompiĂšgne, France (2015)
- A. BriĂšre, E. Unlu, J. Denoulet, A. Pinna, B. Granado, F. PĂȘcheux, Y. LouĂ«t, Ch. Moy : “A Dynamically Reconfigurable RF NoC for Many-Core”, Proceedings of the 25th edition on Great Lakes Symposium on VLSI, Pittsburgh, United States, pp. 139-144, (ACM) (2015)
- Q. Angermann, A. Histace, O. Romain, X. Dray, A. Pinna, B. Granado : “Smart Videocapsule for Early Diagnosis of Colorectal Cancer: Toward Embedded Image Analysis”, chapter in Computational Intelligence in Digital and Network Designs and Applications, vol. 2 (Chapter 12), Part 2: Digital, Network Designs and Applications, pp. 325-350, (ISBN: 978-3-319-20071-2) (2015)
- N. Lewis, C. LAHUEC, S. Renaud, E. McAdams, P. Bogonez‑Franco, C. Lethias, S. Kellouche, F. Carreiras, A. Pinna, A. Histace, M. BoissiĂšre, E. PAUTHE, I. Lagroye, F. SOULIER, S. Bernard, S. Binczak, B. Granado, P. Garda, M. Terosiet, A. Goguin, O. Romain : “Relevance of impedance spectroscopy for the monitoring of implant-induced fibrosis: A preliminary study”, Biomedical Circuits and Systems Conference, Atlanta, United States, (IEEE) (2015)
- Ch. Chen, X. Liu, A. Ugon, X. Zhang, A. Amara, P. Garda, J.‑G. Ganascia, C. Philippe, A. Pinna : “Symbolic Fusion: A Novel Decision Support Algorithm for Sleep Staging Application”, Proccedings 5th EAI International Conference on Wireless Mobile Communication and Healthcare, London, United Kingdom (2015)
- L. Lambert, Kh. HACHICHA, Z. Ahmed, A. Pinna, P. Garda : “Synchronizing physiological data and video in a telemedicine application: A multimedia approach”, Engineering in Medicine and Biology Society (EMBC), 2015 37th Annual International Conference of the IEEE, Milan, Italy, pp. 181-185 (2015)
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2014
- D. Iakovidis, R. Sarmiento, Juan S. Silva, A. Histace, O. Romain, A. Koulaouzidis, C. Dehollain, A. Pinna, B. Granado, X. Dray : “Towards Intelligent Capsules for Robust Wireless Endoscopic Imaging of the Gut”, Proceedings of IEEE-IST Conference, Santorini, Greece, pp. accepted (2014)
- E. Unlu, M. Hamieh, Ch. Moy, M. Ariaudo, Y. LouĂ«t, F. Drillet, A. BriĂšre, L. Zerioul, J. Denoulet, A. Pinna, B. Granado, F. PĂȘcheux, P. Garda, C. Duperrier, S. Quintanel, O. Romain : “An OFDMA Based RF Interconnect for Massive Multi-core Processors”, NoCS 2014 - Eighth IEEE/ACM International Symposium on Networks-on-Chip, Ferrara, Italy, pp. 182-183, (IEEE) (2014)
- F. Drillet, M. Hamieh, L. Zerioul, A. BriĂšre, E. Unlu, M. Ariaudo, Y. LouĂ«t, E. Bourdel, J. Denoulet, A. Pinna, B. Granado, P. Garda, F. PĂȘcheux, C. Duperrier, S. Quintanel, Ph. Meunier, Ch. Moy, O. Romain : “Flexible Radio Interface for NoC RF-Interconnect”, Digital System Design (DSD), 2014 17th Euromicro Conference on, Verona, Italy, pp. 36-41, (IEEE) (2014)
- A. BriĂšre, J. Denoulet, A. Pinna, B. Granado, F. PĂȘcheux : “A hierarchical RF interconnect for MPSoC”, 9e colloque du GDR SOC-SIP du CNRS, Paris, France (2014)
- S. Ahmed, Y. Bai, I. Dhif, L. Lambert, I. Mhedhbi, P. Garda, B. Granado, Kh. HACHICHA, A. Pinna, F. Ghaffari, A. Histace, O. Romain : “SmartEEG : a multimodal tool for EEG signals”, Faible Tension Faible Consommation, Monaco, Monaco, pp. 1-4 (2014)
- A. BriĂšre, J. Denoulet, A. Pinna, B. Granado, F. PĂȘcheux, P. Garda, M. Ariaudo, F. Drillet, C. Duperrier, M. Hamieh, S. Quintanel, O. Romain, L. Zerioul, Y. LouĂ«t, Ch. Moy, E. Unlu, E. Bourdel : “WiNoCoD : Un rĂ©seau dâinterconnexion hiĂ©rarchique RF pour les MPSoC”, ComPAS'2014 : ConfĂ©rence d'informatique en ParallĂ©lisme, Architecture et SystĂšme, NeuchĂątel, Switzerland, pp. track architecture (2014)
- N. Lewis, S. Renaud, I. Lagroye, E. McAdams, P. Bogonez‑Franco, N. Noury, F. SOULIER, S. Bernard, C. Lethias, C. LAHUEC, M. ARZEL, R. Agniel, S. Kellouche, M. BoissiĂšre, F. Carreiras, E. PAUTHE, M. Bonneau, Ch. Kang, S. Binczak, A. Pinna, B. Granado, P. Garda, M. Terosiet, A. Goguin, A. Histace, O. Romain : “Study of fibrosis induced by an implanted medical device”, Handicap, vol. 8e Ădition, Les technologies dâassistance : de la compensation Ă lâautonomie, Paris, France (2014)
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2013
- O. Romain, A. Histace, J. Silva, J. Ayoub, B. Granado, A. Pinna, X. Dray, Ph. Marteau : “Towards a multimodal wireless video capsule for detection of colonic polyps as prevention of colorectal cancer.”, The 13th IEEE International Conference on BioInformatics and BioEngineering, BIBE'13, Chania, Greece, pp. 1-6 (2013)
- Juan S. Silva, A. Histace, O. Romain, X. Dray, B. Granado, A. Pinna : “Cyclope : vers une vidĂ©ocapsule intelligente pour la dĂ©tection in situ des polypes colorectaux”, GRETSI 2013, Brest, France (2013)
- A. Ugon, A. Pinna, X. Liu, J.‑G. Ganascia, P. Garda, C. Philippe, H. Amiel : “InterprĂ©tation automatique des courbes polysomnographpiques par fusion symbolique”, Actes du 24e Colloque "GRETSI", Brest, France (2013)
- J. Silva, A. Histace, O. Romain, X. Dray, B. Granado, A. Pinna : “Towards real-time in situ polyp detection in WCE images using a boosting-based approach”, Proceedings of the 35th IEEE EMBC Conference, Osaka, Japan, pp. 5711-5714 (2013)
- Juan S. Silva, A. Histace, O. Romain, X. Dray, B. Granado, Ph. Marteau, A. Pinna : “DĂ©veloppement et validation dâun algorithme de reconnaissance automatique de polypes coliques”, JournĂ©es Francophones dâHĂ©pato-gastroentĂ©rologie et dâOncologie Digestive, JFHOD'13, Paris, France (2013)
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2012
- P. Garda, O. Romain, A. Histace, B. Granado, A. Pinna, X. Dray, P. Leprince : “Endocom and Cyclope: Two smart biomedical sensors for cardio-vascular surgery and gastro-enterology”, MobiHealth 2012 - Third International Conference on Wireless Mobile Communication and Healthcare, vol. 61, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Paris, France, pp. 286-294, (Springer) (2012)
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2009
- A. Kolar, A. Pinna, O. Romain, S. VIATEUR, Th. Ea, E. Belhaire, T. Graba, B. Granado : “A Multishutter Time Sensor for Multispectral Imaging in a 3D reconstruction integrated sensor”, IEEE Sensors Journal, vol. 9, pp. 478-484, (Institute of Electrical and Electronics Engineers) (2009)
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2006
- A. Alexandre, P. Garda, G. Vasilescu, S. Feruglio, A. Pinna, C. Chay, O. Llopis, B. Granado : “Noise Characterization of CMOS Image Sensors”, 10th WSEAS CSCC n°ISSN 1760-5117, Athens, Greece, pp. 10-15 (2006)