Search Results - "Puybareau, Élodie"
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1
Learning Grayscale Mathematical Morphology with Smooth Morphological Layers
Published in Journal of mathematical imaging and vision (01-09-2022)“…The integration of mathematical morphology operations within convolutional neural network architectures has received an increasing attention lately. However,…”
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2
Real-Time Document Detection in Smartphone Videos
Published in 2018 25th IEEE International Conference on Image Processing (ICIP) (01-10-2018)“…Smartphones are more and more used to capture photos of any kind of important documents in many different situations, yielding to new image processing needs…”
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Conference Proceeding -
3
An automated assay for the assessment of cardiac arrest in fish embryo
Published in Computers in biology and medicine (01-02-2017)“…Abstract Studies on fish embryo models are widely developed in research. They are used in several research field such as drug discovery or environmental…”
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4
Do not Treat Boundaries and Regions Differently: An Example on Heart Left Atrial Segmentation
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10-01-2021)“…Atrial fibrillation is the most common heart rhythm disease. Due to a lack of understanding in matter of underlying atrial structures, current treatments are…”
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5
The challenge of cerebral magnetic resonance imaging in neonates: A new method using mathematical morphology for the segmentation of structures including diffuse excessive high signal intensities
Published in Medical image analysis (01-08-2018)“…•New morphological method to segment neonatal brain tissues and hyperintensities.•Max-tree, a contrast invariant hierarchical representation, is used to model…”
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FOANet: A Focus of Attention Network with Application to Myocardium Segmentation
Published in 2020 25th International Conference on Pattern Recognition (ICPR) (10-01-2021)“…In myocardium segmentation of cardiac magnetic resonance images, ambiguities often appear near the boundaries of the target domains due to tissue similarities…”
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7
Benchmark on Automatic 6-month-old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge
Published in IEEE transactions on medical imaging (27-02-2019)“…Accurate segmentation of infant brain magnetic resonance (MR) images into white matter (WM), gray matter (GM), and cerebrospinal fluid (CSF) is an…”
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Periodic area-of-motion characterization for bio-medical applications
Published in 2017 IEEE 14th International Symposium on Biomedical Imaging (ISBI 2017) (01-04-2017)“…Many bio-medical applications involve the analysis of sequences for motion characterization. In this article, we consider 2D+t sequences where a particular…”
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Conference Proceeding -
9
Benchmark on Automatic Six-Month-Old Infant Brain Segmentation Algorithms: The iSeg-2017 Challenge
Published in IEEE transactions on medical imaging (01-09-2019)“…Accurate segmentation of infant brain magnetic resonance (MR) images into white matter (WM), gray matter (GM), and cerebrospinal fluid is an indispensable…”
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10
VerSe: A Vertebrae labelling and segmentation benchmark for multi-detector CT images
Published in Medical image analysis (01-10-2021)“…•A total of 374 multi-detector CT scans are made available to the research community, the biggest such dataset on spine until date (VerSe’19:…”
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Standardized Assessment of Automatic Segmentation of White Matter Hyperintensities and Results of the WMH Segmentation Challenge
Published in IEEE transactions on medical imaging (01-11-2019)“…Quantification of cerebral white matter hyperintensities (WMH) of presumed vascular origin is of key importance in many neurological research studies…”
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12
A First Step Toward a Fair Comparison of Evaluation Protocols for Text Detection Algorithms
Published in 2018 13th IAPR International Workshop on Document Analysis Systems (DAS) (01-04-2018)“…Text detection is an important topic in pattern recognition, but evaluating the reliability of such detection algorithms is challenging. While many evaluation…”
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Conference Proceeding -
13
Automated heart rate estimation in fish embryo
Published in 2015 International Conference on Image Processing Theory, Tools and Applications (IPTA) (01-11-2015)“…Transparent organisms such as fish embryos are being increasingly used for environmental toxicology studies. These studies require estimating a number of…”
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Conference Proceeding -
14
High throughput automated detection of axial malformations in Medaka fish embryo
Published in Computers in biology and medicine (01-02-2019)“…Fish embryo models are widely used as screening tools to assess the efficacy and /or toxicity of chemicals. This assessment involves the analysis of embryos…”
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15
A global benchmark of algorithms for segmenting the left atrium from late gadolinium-enhanced cardiac magnetic resonance imaging
Published in Medical image analysis (01-01-2021)“…•A benchmark study of a global segmentation challenge conducted on the largest atrial LGE-MRI dataset.•Performed rigorous subgroup analysis and hyper-parameter…”
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Automating the measurement of physiological parameters: A case study in the image analysis of cilia motion
Published in 2016 IEEE International Conference on Image Processing (ICIP) (01-09-2016)“…As image processing and analysis techniques improve, an increasing number of procedures in bio-medical analyses can be automated. This brings many benefits,…”
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Conference Proceeding -
17
PAIP 2019: Liver cancer segmentation challenge
Published in Medical image analysis (01-01-2021)“…•The Pathology Artificial Intelligence Platform (PAIP) is a free research support platform.•The PAIP Liver Cancer Segmentation Challenge, Task 1 Liver Cancer…”
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Automatic detection of beating cilia with frequencies estimations
Published in Cilia (London) (13-07-2015)Get full text
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A regionalized automated measurement of ciliary beating frequency
Published in 2015 IEEE 12th International Symposium on Biomedical Imaging (ISBI) (01-04-2015)“…Cilia are slender, microscopic, hair-like structures or organelles that extend from the surface of nearly all mammalian cells. Motile cilia, such as those…”
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20
MyoPS: A benchmark of myocardial pathology segmentation combining three-sequence cardiac magnetic resonance images
Published in Medical image analysis (01-07-2023)“…Assessment of myocardial viability is essential in diagnosis and treatment management of patients suffering from myocardial infarction, and classification of…”
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