HACHICHA Khalil

Associate Professor [HDR]
Team : SYEL

Sorbonne Université - LIP6

Tel: +33 1 44 27 84 04, Khalil.Hachicha (at) nulllip6.fr
https://lip6.fr/Khalil.Hachicha

One PhD student at Sorbonne University (Supervision / Co-supervision)

DEMAGH Lokmane : Mesure, identification et discrimination des contextes porteurs intrinsèques et extrinsèques à travers une monture de lunettes de port quotidien.

Six past PhD students (2014 - 2023) at Sorbonne University

2009-2024 Publications

2024
- P. Dobias, Th. Garbay, B. Granado, Kh. HACHICHA, A. Pinna : “Algorithms for scheduling CNNs on multicore MCUs at the neuron and layer levels”, Microprocessors and Microsystems: Embedded Hardware Design, vol. 111, pp. 105107, (Elsevier) (2024)
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)
- 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”, 35^th 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 - 15^th 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)
- Th. Garbay, P. Dobias, W. Dron, P. Lusich, I. Khalis, A. Pinna, Kh. HACHICHA, B. Granado : “Estimation du coût d’inférence des réseaux de neurones convolutifs dans un microcontrôleur”, 16^e Colloque du GDR SoC2, Strasbourg, France (2022)
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”, 28^th IEEE International Conference on Electronics Circuits and Systems IEEE ICECS 2021, Dubaï, United Arab Emirates (2021)
2019
- M. Ibraheem, Kh. HACHICHA, S. Ahmed, L. Lambert, P. Garda : “High-throughput parallel DWT hardware architecture implemented on an FPGA-based platform”, Journal of Real-Time Image Processing, vol. 16 (6), pp. 2043-2057, (Springer Verlag) (2019)
- S. Hochberg, D. Heudes, P. Garda, Kh. HACHICHA : “Lossy Digital Medical Images: How far compression goes?”, Colloque du GDR SOC, Montpellier, France (2019)
2018
- Kh. Hachicha : “ Compression, prototypage et autonomie énergétique sur cibles embarquées”, habilitation, phd defence 07/11/2018 (2018)
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 39^th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’17), Jeju Island, Korea, Republic of (2017)
- M. Ibraheem, Kh. HACHICHA, O. Romain : “Fast and Parallel AAC Decoder Architecture for a Digital Radio Mondiale 30 Receiver”, IEEE Access, vol. 5, pp. 14638-14646, (IEEE) (2017)
2016
- M. Ibraheem, S. Ahmed, Kh. HACHICHA, P. Garda : “Medical images compression with clinical diagnostic quality using logarithmic DWT”, Biomedical and Health Informatics (BHI), 2016 IEEE-EMBS International Conference on, Las Vegas, United States (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)
- M. IBRAHEEM, S. Ahmed, Kh. HACHICHA, P. Garda : “A Low DDR Bandwidth 100FPS 1080p Video 2D Discrete Wavelet Transform Implementation on FPGA”, FPGA '16 Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Monterey, California, United States (2016)
- L. Lambert, Z. Ahmed, Kh. HACHICHA, A. Pinna, P. Garda : “High frame rate medical quality video compression for tele-EEG”, 38^th Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC’16) EMBC 2016, Orlando, FL, United States, pp. 5392-5396, (IEEE) (2016)
2015
- M. Ibraheem, S. Ahmed, Kh. HACHICHA, P. Garda : “Logarithmic Discrete Wavelet Transform for Medical Image Compression with Diagnostic Quality”, 5^th EAI International Conference on Wireless Mobile Communication and Healthcare - "Transforming healthcare through innovations in mobile and wireless technologies", London, United Kingdom (2015)
- Q. Bramas, W. Dron, M. Ben Fadhl, Kh. HACHICHA, P. Garda, S. Tixeuil : “WiSeBat: Accurate Energy Benchmarking of Wireless Sensor Networks”, The Forum on specification and Design Languages (FDL 2015), Barcelona, Spain, pp. 1-8, (IEEE Press) (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 Européenne en Télémédecine, vol. 4 (3), pp. 81-86, (Elsevier Masson SAS) (2015)
- Q. Bramas, W. Dron, M. Ben Fadhl, Kh. HACHICHA, P. Garda, S. Tixeuil : “De la Survie Énergétique des Réseaux de Capteurs”, ALGOTEL 2015 — 17^es Rencontres Francophones sur les Aspects Algorithmiques des Télécommunications, Beaune, France (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, Compiègne, France (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 37^th Annual International Conference of the IEEE, Milan, Italy, pp. 181-185 (2015)
2014
- I. Mhedhbi, Kh. HACHICHA, P. Garda : “Multithreading Parallel Bit Plane Coding”, Conference on Design of Circuits and Integrated Circuits (DCIS), 2014, Madrid, Spain, pp. 1-6 (2014)
- I. Mhedhbi, Kh. HACHICHA, P. Garda : “A New Integer Energy Activity Mesure for Parallel Bit Plane Coding”, IEEE 12^th International New Circuits and Systems Conference (NEWCAS), 2014, Trois-Rivières, Canada, pp. 305-308 (2014)
- I. Mhedhbi, K. Fayez, Kh. HACHICHA, D. Heudes, S. Hochberg, P. Garda : “Mask Motion Adaptive medical image coding”, IEEE-EMBS International Conference on Biomedical and Health Informatics (BHI), 2014, Valence, Spain, pp. 408-411 (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)
- W. Dron, S. Duquennoy, Th. Voigt, Kh. HACHICHA, P. Garda : “An Emulation-Based Method for Lifetime Estimation of Wireless Sensor Networks”, IEEE International Conference on Distributed Computing in Sensor Systems (DCOSS), 2014, Marina Del Ray, Californie, United States, pp. 241-248 (2014)
2013
- Y. Bai, S. Ahmed, I. Mhedhbi, Kh. HACHICHA, C. Champion, P. Garda, B. Granado : “FPGA vs DSP: A Throughput and Power Efficiency Comparison for Hierarchical Enumerative Coding”, IFIP/IEEE International Conference on Very Large Scale Integration (VLSI-SoC), Istanbul, Turkey (2013)
- Y. Bai, I. Mhedhbi, Kh. HACHICHA, P. Garda, B. Granado, S. Ahmed, S. Topin, S. Hochberg, K. Fayez, D. Heudes : “Contribution à l’intégration matérielle du codeur vidéo pour l’imagerie médicale MM-Waaves”, Symposium on Signal and Image Processing (GRETSI), Brest, France (2013)
- W. Dron, Kh. HACHICHA, P. Garda : “A Fixed Frequency Sampling Method for Wireless Sensors Power Consumption Estimation”, New Circuits and Systems Conference (NEWCAS), 2013 IEEE 11^th International, Paris, France, pp. 1-4, (IEEE Press) (2013)
2012
- I. Mhedhbi, Kh. HACHICHA, P. Garda, Y. Bai, B. Granado, S. Topin, S. Hochberg : “Towards a mobile implementation of Waaves for Certified Medical Image Compression in E-health Applications”, Wireless Mobile Communication and Healthcare, vol. 61, Lecture Notes of the Institute for Computer Sciences, Social Informatics and Telecommunications Engineering, Paris, France, pp. 79-87, (Springer) (2012)
- I. Mhedhbi, Kh. HACHICHA, P. Garda : “Compression Waaves de séquences d’images m ́edicales par modélisation Markovienne”, Colloque du GDR SOC-SIP, Paris, France, pp. 1-4 (2012)
- B. HAPPI TIETCHE, O. Romain, B. Denby, E.‑L. Benaroya, F. DE DIEULEVEULT, B. Granado, G. Wassi, H. Khemiri, G. Chollet, D. Petrovska‑Delacrétaz, R. Blouet, Kh. HACHICHA, S. VIATEUR : “Prototype of a radio-on-demand broadcast receiver with real time musical genre classification”, DASIP '12 : Conference on Design & Architectures for Signal & Image Processing, Karlsruhe, Germany, pp. 1-2, (IEEE) (2012)
- B. HAPPI TIETCHE, O. Romain, B. Denby, E.‑L. Benaroya, F. DE DIEULEVEULT, B. Granado, H. Khemiri, G. Chollet, D. Petrovska‑Delacrétaz, R. Blouet, Kh. HACHICHA, S. VIATEUR : “Software radio FM broadcast receiver for audio indexing applications”, 2012 IEEE International Conference on Industrial Technology (ICIT 2012), Athènes, Greece, pp. 585-590 (2012)
2011
- B. HAPPI TIETCHE, O. Romain, B. Denby, F. DE DIEULEVEULT, B. Granado, M. Karabernou, H. Khemiri, G. Chollet, D. Petrovska‑Delacrétaz, R. Blouet, Kh. HACHICHA, S. VIATEUR : “SurfOnHertz : un navigateur hertzien en radio logicielle pour l’indexation des bandes de radio diffusion FM”, GRETSI '11 : XXIIIe Colloque, Bordeaux, France (2011)
- Kh. HACHICHA, O. Romain, P. Garda : “Intégration des modèles Markoviens aux codeurs vidéo MPEG4/H264: Développement et portage sur des systèmes embarqués à base de DSP/FPGA.”, (Editions universitaires europeennes), (ISBN: 978-613-1-53064-7) (2011)
- Kh. HACHICHA, D. Faura, O. Romain, P. Garda : “MJPEG2000 performances improvement by Markov models”, chapter in Recent Advances on Video Coding, pp. 333-348, (intech), (ISBN: 978-953-307-181-7) (2011)
2010
- A. Suissa, O. Romain, J. Denoulet, Kh. HACHICHA, P. Garda : “Empirical Method Based on Neural Networks for Analog Power Modeling”, IEEE Transactions on Computer-Aided Design of Integrated Circuits and Systems, vol. 29 (5), pp. 839-844, (IEEE) (2010)
- A. Suissa, O. Romain, J. Denoulet, Kh. HACHICHA, P. Garda : “Temperature and Supply Voltage Aware Power Modeling of Analog Functions at System Level”, DTIS: IEEE International Conference on Design & Test of Integrated Systems in Nanoscale Technology, Hammamet, Tunisia, pp. 1-6 (2010)
- D. Faura, Kh. HACHICHA, O. Romain, P. Garda : “Markov-MJPEG2000 pour la surveillance vidéo sur des réseaux de capteurs sans fils”, Traitement du Signal, vol. 27 (6), pp. 541-562, (Lavoisier) (2010)
2009
- Kh. HACHICHA, D. Faura, O. Romain, P. Garda : “Accelerating the multiple reference frames compensation in the H.264 video coder”, Journal of Real-Time Image Processing, vol. 4 (1), pp. 55-65, (Springer Verlag) (2009)