Search Results - "Ginhac, Dominique"

Cross-Layer Federated Learning for Lightweight IoT Intrusion Detection Systems by Hajj, Suzan, Azar, Joseph, Bou Abdo, Jacques, Demerjian, Jacques, Guyeux, Christophe, Makhoul, Abdallah, Ginhac, Dominique

“…With the proliferation of IoT devices, ensuring the security and privacy of these devices and their associated data has become a critical challenge. In this…”
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TEDdet: Temporal Feature Exchange and Difference Network for Online Real-Time Action Detection by Liu, Yu, Yang, Fan, Ginhac, Dominique

“…Localizing and interpreting human actions in videos require understanding the spatial and temporal context of the scenes. Aside from accurate detection, vast…”
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HDR-ARtiSt: an adaptive real-time smart camera for high dynamic range imaging by Lapray, Pierre-Jean, Heyrman, Barthélémy, Ginhac, Dominique

“…This paper describes a complete FPGA-based smart camera architecture named HDR-ARtiSt (High Dynamic Range Adaptive Real-time Smart camera) which produces a…”
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Cost-Effective CNNs for Real-Time Micro-Expression Recognition by Belaiche, Reda, Liu, Yu, Migniot, Cyrille, Ginhac, Dominique, Yang, Fan

“…Micro-Expression (ME) recognition is a hot topic in computer vision as it presents a gateway to capture and understand daily human emotions. It is nonetheless…”
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Emidec: A Database Usable for the Automatic Evaluation of Myocardial Infarction from Delayed-Enhancement Cardiac MRI by Lalande, Alain, Chen, Zhihao, Decourselle, Thomas, Qayyum, Abdul, Pommier, Thibaut, Lorgis, Luc, de la Rosa, Ezequiel, Cochet, Alexandre, Cottin, Yves, Ginhac, Dominique, Salomon, Michel, Couturier, Raphaël, Meriaudeau, Fabrice

“…One crucial parameter to evaluate the state of the heart after myocardial infarction (MI) is the viability of the myocardial segment, i.e., if the segment…”
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Design, characterization and analysis of a 0.35 μm CMOS SPAD by Jradi, Khalil, Pellion, Denis, Ginhac, Dominique

“…Most of the works about single-photon detectors rely on Single Photon Avalanche Diodes (SPADs) designed with dedicated technological processes in order to…”
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Spatio-temporal dataset of building occupants by Arslan, Muhammad, Cruz, Christophe, Ginhac, Dominique

“…The paper presents spatio-temporal dataset of building occupants captured using 200 Bluetooth Low Energy (BLE) beacons installed on different locations in two…”
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Embedded Implementation of VHR Satellite Image Segmentation by Li, Chao, Balla-Arabé, Souleymane, Ginhac, Dominique, Yang, Fan

“…Processing and analysis of Very High Resolution (VHR) satellite images provide a mass of crucial information, which can be used for urban planning, security…”
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A Tumour and Liver Automatic Segmentation (ATLAS) Dataset on Contrast-Enhanced Magnetic Resonance Imaging for Hepatocellular Carcinoma by Quinton, Félix, Popoff, Romain, Presles, Benoît, Leclerc, Sarah, Meriaudeau, Fabrice, Nodari, Guillaume, Lopez, Olivier, Pellegrinelli, Julie, Chevallier, Olivier, Ginhac, Dominique, Vrigneaud, Jean-Marc, Alberini, Jean-Louis

“…Liver cancer is the sixth most common cancer in the world and the fourth leading cause of cancer mortality. In unresectable liver cancers, especially…”
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A Critical Review on the Implementation of Static Data Sampling Techniques to Detect Network Attacks by Hajj, Suzan, Sibai, Rayane El, Abdo, Jacques Bou, Demerjian, Jacques, Guyeux, Christophe, Makhoul, Abdallah, Ginhac, Dominique

“…Given that Internet traffic speed and volume are growing at a rapid pace, monitoring the network in a real-time manner has introduced several issues in terms…”
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Spatio-temporal analysis of trajectories for safer construction sites by Arslan Muhammad, Cruz, Christophe, Ana-Maria, Roxin, Ginhac Dominique

“…PurposeThe purpose of this paper is to improve the safety of construction workers by understanding their behaviors on construction sites using spatio-temporal…”
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A Retinal Oct-Angiography and Cardiovascular STAtus (RASTA) Dataset of Swept-Source Microvascular Imaging for Cardiovascular Risk Assessment by Germanèse, Clément, Meriaudeau, Fabrice, Eid, Pétra, Tadayoni, Ramin, Ginhac, Dominique, Anwer, Atif, Laure-Anne, Steinberg, Guenancia, Charles, Creuzot-Garcher, Catherine, Gabrielle, Pierre-Henry, Arnould, Louis

“…In the context of exponential demographic growth, the imbalance between human resources and public health problems impels us to envision other solutions to the…”
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HDR-ARtiSt: High dynamic range advanced real-time imaging system by Lapray, Pierre-Jean, Heyrman, Barthelemy, Rosse, Matthieu, Ginhac, Dominique

“…This paper describes the HDR-ARtiSt hardware platform, a FPGA-based architecture that can produce a real-time high dynamic range video from successive image…”
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ACDnet: An action detection network for real-time edge computing based on flow-guided feature approximation and memory aggregation by Liu, Yu, Yang, Fan, Ginhac, Dominique

“…•Proposing a compact detection framework targeting online, real-time action detection.•Enhancing inference efficiency by feature approximation.•Detection…”
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Semantic trajectory insights for worker safety in dynamic environments by Arslan, Muhammad, Cruz, Christophe, Ginhac, Dominique

“…Existing studies reveal that unsafe worker movement behaviors are one of the major reasons of construction site fatalities resulting in serious collisions with…”
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Understanding Occupant Behaviors in Dynamic Environments using OBiDE framework by Arslan, Muhammad, Cruz, Christophe, Ginhac, Dominique

“…Occupants’ movements and presence are fundamental and the pre-requisites for any type of occupant behaviors’ understanding which tells whether a building…”
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Visualizing intrusions in dynamic building environments for worker safety by Arslan, Muhammad, Cruz, Christophe, Ginhac, Dominique

“…•Capturing worker behaviours in dynamic environments.•Using spatio-temporal trajectories to identify intrusions in a building.•Visualizing intrusions using…”
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Semantic enrichment of spatio-temporal trajectories for worker safety on construction sites by Arslan, Muhammad, Cruz, Christophe, Ginhac, Dominique

“…Thousands of fatalities are reported from the construction industry every year and a high percentage of them are due to the unsafe worker movements which…”
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Accumulated micro-motion representations for lightweight online action detection in real-time by Liu, Yu, Yang, Fan, Ginhac, Dominique

“…In the last decade, the explosive growth of vision sensors and video content has driven numerous application demands for automating human action detection in…”
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Deep learning methods for automatic evaluation of delayed enhancement-MRI. The results of the EMIDEC challenge by Lalande, Alain, Chen, Zhihao, Pommier, Thibaut, Decourselle, Thomas, Qayyum, Abdul, Salomon, Michel, Ginhac, Dominique, Skandarani, Youssef, Boucher, Arnaud, Brahim, Khawla, de Bruijne, Marleen, Camarasa, Robin, Correia, Teresa M., Feng, Xue, Girum, Kibrom B., Hennemuth, Anja, Huellebrand, Markus, Hussain, Raabid, Ivantsits, Matthias, Ma, Jun, Meyer, Craig, Sharma, Rishabh, Shi, Jixi, Tsekos, Nikolaos V., Varela, Marta, Wang, Xiyue, Yang, Sen, Zhang, Hannu, Zhang, Yichi, Zhou, Yuncheng, Zhuang, Xiahai, Couturier, Raphael, Meriaudeau, Fabrice

“…•Dataset of 150 DE-MRI exams in short-axis orientation with the manual drawing.•The used dataset include clinical information that could be recorded in…”
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