Design and Architecture for Signal and Image Processing : 15th International Workshop, DASIP 2022, Budapest, Hungary, June 20-22, 2022, Proceedings. [elektronicky zdroj]

Autor: Desnos, Karol

Externí odkaz: Kolekce e-knih KNAV (Registrovani uzivatele: plny text online 5 minut, dalsi pristup na vyzadani. Registered users: full text online 5 minutes, further access on request.)

Gegelati: Lightweight Artificial Intelligence through Generic and Evolvable Tangled Program Graphs

Autor: Desnos, Karol, Sourbier, Nicolas, Raumer, Pierre-Yves, Gesny, Olivier, Pelcat, Maxime

Publikováno v: Workshop on Design and Architectures for Signal and Image Processing (DASIP), Jan 2021, Budapest, Hungary

Tangled Program Graph (TPG) is a reinforcement learning technique based on genetic programming concepts. On state-of-the-art learning environments, TPGs have been shown to offer comparable competence with Deep Neural Networks (DNNs), for a fraction o

Externí odkaz: http://arxiv.org/abs/2012.08296

Memory Study and Dataflow Representations for Rapid Prototyping of Signal Processing Applications on MPSoCs

Autor: Desnos, Karol

Le développement d’applications de traitement du signal pour des architectures multi-coeurs embarquées est une tâche complexe qui nécessite la prise en compte de nombreuses contraintes. Parmi ces contraintes figurent les contraintes temps réel

Externí odkaz: http://www.theses.fr/2014ISAR0004/document

Adaptive simulation-based framework for error characterization of inexact circuits

Autor: Bonnot, Justine, Camus, Vincent, Desnos, Karol, Menard, Daniel

Publikováno v: In Microelectronics Reliability May 2019 96:60-70

Evaluation of Image Quality Assessment Metrics for Semantic Segmentation in a Machine-to-Machine Communication Scenario

Autor: Marie, Alban, Desnos, Karol, Morin, Luce, Zhang, Lu

Publikováno v: 15th International Conference on Quality of Multimedia Experience (QoMEX)
15th International Conference on Quality of Multimedia Experience (QoMEX), Jun 2023, Ghent, Belgium

International audience; Image and video compression aims at finding an optimal trade-off between rate and distortion. This is done through Rate-Distortion Optimization (RDO) in traditional encoders with the use of Image Quality Assessment (IQA) metri

Externí odkaz: https://explore.openaire.eu/search/publication?articleId=dedup_wf_001::4b30af6f0df4afc6284eb9855ffb429d
https://hal.science/hal-04091521v2/file/QOMEX2023_HAL_update.pdf