Fiche de Yang-Song Fan

Informatique

Intelligence artificielle

Systèmes embarqués

1982 : Maîtrise en Télécommunication, Université de Lanzhou, Chine
1994 : Diplôme d’Études Approfondies (DEA) en Informatique et Automatique, Universités de Bourgogne / Franche-Comté
1998 : Thèse de doctorat en 3I (Informatique, Image et Instrumentations) de l’Université de Bourgogne
2000 : Maîtresse de Conférences de l’Université de Bourgogne
2005 : Habilitations à Diriger les Recherches, Université de Bourgogne
2008- : Professeure des Universités, Université de Bourgogne

– Intelligence Artificielle
– Informatique Affective
– Adéquation Algorithme Architecture
– Systèmes embarqués et temps réel
– Traitement des signaux acoustiques

• Yin, H., Li, C., Wang, H., Wang, J., Qin, Z., Benezeth, Y., & Yang F. (2025). Improvements of bearing time records target extraction method based on culstering. Ocean Engineering.
• Rafi, H., Benezeth, Y., Yang Song, F., Reyanud, P., Arnoux, E., & Demonceaux, C. (2025). Tree-based personalized clustered federated learning: A driver stress monitoring through physiological data case study. IEEE Internet of Things Journal .
• Yin, H., Li, C., Wang, H., Yin, F., & Yang, F. (2024). False alarm suppressing for passive underwater acoustic target detectingwith computer visual techniques. Ocean Engineering.
• Chu, H., Li, C., Wang, H., Wang, J., Tai, Y., Zhang, Y., Zhou, L., Yang, F., & Benezeth, Y. (2024). MTSA-Net: A multiscale time self-attention network for ship radiatedself-noise reduction. Ocean Engineering.
• Wang, J., Bourennane, E.-B., Madani, M., Wang, J., Li, C., Tai, Y., Wang, L., Yang, F., & Wang, H. (2024). High-throughput MPSoC implementation of sparse Bayesian learning algorithm. Electronics.
• Wang, D., Zhang, Y., Wu, L., Tai, Y., Wang, H., Wang, J., Meriaudeau, F., & Yang, F. (2024). Robust underwater acoustic channel estimation Method based on bias-free convolutional neural network. Journal of Marine Science and Engineering.
• Zhou, Z., Wu, Z., Paudel, D. P., Boutteau, R., Yang, F., Van Gool, L., Timofte, R., & Ginhac, D. (2024). Event-Free Moving Object Segmentation from Moving Ego Vehicle.
• Chu, H., Li, C., Wang, H., Wang, J., Tai, Y., Zhang, Y., Yang, F., & Benezeth, Y. (2023). A deep-learning based high-gain method for underwater acoustic signal detection in intensity fluctuation environments. Applied Acoustics.
• Liu, U., Yang, F., & Ginhac, D. (2023). Accumulated micro-motion representations for lightweight online action detection in real-time. Journal of Visual Communucation & Image Representation.
• Meziati Sabour, R., Benezeth, Y., De Oliveira, P., Chappé, J., & Yang, F. (2023). UBFC-Phys: A multimodal database for psychophysiological studies of social stress. IEEE Transactions on Affective Computing.
• Yin, F., Li, C., Wang, H., Nie, L., Zhang, Y., Liu, C., & Yang, F. (2023). Weak underwater acoustic target detection and enhancement with BM-SEED algorithm. Journal of Marine Science and Engineering.
• Bi, Y., Li, C., Benezeth, Y., & Yang, F. (2023). A RTL implementation of heterogeneous machine learning network for French computer assisted pronunciation training. Applied Sciences.
• Yin, F., Li, C., Wang, H., & Yang, F. (2022). Automatic tracking of weak acoustic targets within jamming environment by using image processing methods. Applied Sciences.
• Zhang, Y., Li, C., Wang, H., Wang, J., Yang, F., & Meriaudeau, F. (2022). Deep learning aided OFDM receiver for underwater acoustic communications.
• Liu, Y., Yang, F., & Ginhac, D. (2022). TEDdet: Temporal feature exchange and difference network for online real-time action detection. IEEE Access.
• Parra, F., Benezeth, Y., & Yang, F. (2022). Automatic assessment of emotion dysregulation in American, French, and Tunisian adults and new developments in deep multimodal fusion: Cross-sectional study. JMIR Mental Health.
• Bi, Y., Li, C., Benezeth, Y., & Yang, F. (2021). Impacts of multicollinearity on CAPT modalities: An heterogeneous machinelearning framework for computer-assisted French phoneme pronunciation training. PLoS ONE.
• Liu, Y., Yang, F., & Ginhac D. (2021). ACDnet: An action detection network for real-time edge computing based on flow-guided feature approximation and memory aggregation. Pattern Recognition Letters.
• Pampouchidou, A., Pediaditis, M., Kazantzaki, E., Sfakianakis, S., Apostolaki, I. A., Argyraki, K., Manousos, D., Meriaudeau, F., Marias, K., Yang, F., Tsiknakis, M., Basta, M., Vgontzas, A. N., & Simos, P. (2020). Automated facial video-based recognition of depression and anxiety symptom severity: Cross-corpus validation. Machine Vision and Applications.
• Li, P., Benezeth, Y., Macwan, R., Nakamura, K., Gomez, R., Li, C., & Yang, F. (2020). Video-based pulse rate variability measurement using periodic variance maximization and adaptive two-window peak detection. Sensors.
• Belaiche, R., Liu, Y., Migniot, C., Ginhac, D., & Yang, F. (2020). Cost-effective CNNs for real-time micro-expression recognition. Applied Sciences.
• Li, C., Bi, Y., Marzani, F., & Yang, F. (2019). Fast FPGA prototyping for real-time image processing with very high-level synthesis. Journal of Real-Time Image Processing.
• Pampouchidou, A., Simos, P. G., Marias, K., Meriaudeau, F., Yang, F., Pediaditis, M., & Tsiknakis, M. (2019). Automatic assessment of depression based on visual cues: A systematic review. IEEE Transactions on affective computing.
• Yin, F., Wang, H., & Yang, F. (2019). Automatic acoustic target detecting and tracking on the azimuth recording diagram with image processing methods. Sensors.
• Li, C., Marzani, F., & Yang, F. (2018). Demodulation of chaos phase modulation spread spectrum signals using machine learning methods and its evaluation for underwater acoustic communication. Sensors.
• Li, C., Benezeth, Y., Nakamura, K., Gomez, R., & Yang, F. (2018). A robust multispectral palmprint matching algorithm and its evaluation for FPGA applications. Journal of Systems Architecture.
• Li, C., Bi, Y., Benezeth, Y., Ginhac, D., & Yang, F. (2018). High-level synthesis for FPGAs: Code optimization strategies for real-time image processing. Journal of Real-Time Image Processing.
• Li, C., Brost, V., Benezeth, Y., Marzani, F., & Yang, F. (2018). Design and evaluation of a parallel and optimized light–tissue interaction-based method for fast skin lesion assessment. Journal of Real-Time Image Processing.
• Hassani, A., Kubicki, A., Mourey, F., & Yang, F. (2017). Advanced 3D movement analysis algorithms for robust functional capacity assessment. Applied Clinical Informatics.
• Pampouchidou, A., Pediaditis, M., Maridaki, A., Awais, M., Vazakopoulou, C.-M., Sfakianakis, S., Tsiknakis, M., Simos, P., Marias, K., Yang, F., & Meriaudeau, F. (2016). Quantitative comparison of motion history image variants for video-based depression assessment. EURASIP Journal on Image and Video Processing.
• Li, C., Balla-Arabé, S., Ginhac, D., & Yang, F. (2016). Embedded implementation of VHR satellite image segmentation. Sensors.
• Balla-Arabé, S., Gao, X., Ginhac, D., Brost, V., & Yang, F. (2016). Architecture-driven level set optimization: From clustering to subpixel image segmentation. IEEE Transactions on Cybernetics.
• Balla-Arabé, S., Gao, X., Ginhac, D., & Yang, F. (2016). Shape-constrained level set segmentation for hybrid CPU–GPU computers. Neurocomputing.
• Huo, Y., & Yang, F. (2016). High-dynamic range image generation from single low-dynamic range image. IET Image Processing.
• Li, C., Balla-Arabé, S., & Yang, F. (2016). Embedded multi-spectral image processing for real-time medical application. Journal of Systems Architecture.
• Bourrelier, J., Hassani, A., Mourey, F., Brost, V., Yang, F., & Kubicki, A. (2016). Back to sit transfer in aging: Motor planning impairments and functional abilities in frail aged adults. Movement & Sport Sciences – Science & Motricité.
• Hassani, A., Kubicki, A., Brost, V., Mourey, F., & Yang, F. (2015). Kinematic analysis of motor strategies in frail aged adults during the Timed Up and Go: How to spot the motor frailty?. Clinical Interventions in Aging.
• Kubicki, A., Petrement, G., Brost, V., & Yang, F. (2014). Low-cost motion analysis device: Accuracy of velocity measurements during arm movements in comparison with laboratory system – A pilot study. International Journal of Neurorehabilitation.
• Balla-Arabé, S., Gao, X., Wang, B., Yang, F., & Brost, V. (2014). Multi-kernel implicit curve evolution for selected texture region segmentation in VHR satellite images. IEEE Transactions on geoscience and remote sensing.
• Huo, Y., Yang, F., Dong, L., & Brost, V. (2014). Physiological inverse tone mapping based on retina response. The Visual Computer.
• Huo, Y., Yang, F., & Brost, V. (2014). Inverse tone mapping based upon retina response. The Scientific World Journal.
• Brost, V., Yang, F., & Meunier, C. (2014). Flexible VLIW processor based on FPGA for efficient embedded real-time image processing. Journal of Real-Time Image Processing.
• Zhang, H. Y., Yang, F., Wu, Y. D., & Paindavoine, M. (2009). Robust color circle-marker detection algorithm based on color information and Hough transformation. Optical Engineering.
• Farrugia, N., Mamalet, F., Roux, S., Yang, F., & Paindavoine, M. (2008). Design of a real-time face detection parallel architecture using high-level synthesis. EURASIP Journal on Embedded Systems, 1-9.
• Brost, V., Yang, F., Paindavoine, M., & Farrugia, N. (2007). Multiple modular very long instruction word processors based on field programmable gate arrays. Journal of Electronic Imaging.
• Yang, F., Paindavoine, M., Abdi, H., & Arnoult, D. (2006). Fast image mosaicing for panoramic face recognition. Journal of Multimedia, 14-20.
• Yang, F., Paindavoine, M., Abdi, H., & Monopoli, A. (2005). Development of a fast panoramic face mosaicking and recognition system. Optical Engineering.
• Yang, F., & Paindavoine, M. (2003). Implementation of an RBF neural network on embedded systems: Real-time face tracking and identity verification. IEEE Transactions on Neural Networks, 1162-1175.
• Mitéran, J., Zimmer, J.-P., Yang, F., & Paindavoine, M. (2001). Access control: Adaptation and real-time implantation of a face recognition method. Optical Engineering, 586-593.
• Yang, F., Paindavoine, M., Abdi, H., & Mitéran, J. (2000). New image filtering technique combining a wavelet transform with a linear neural network: Application to face recognition. Optical Engineering, 2894-2899.