Search Results - "Perrot, Gilles"

How separable median filters can get better results than full 2D versions by Perrot, Gilles, Domas, Stéphane, Couturier, Raphael

“…The well-known method of median filtering is used both in a wide range of application frameworks and as a standalone filter. Small-window median filters can…”
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How separable median filters can get better results than full 2D versions: Theoretical approach, experimental study and GPU-optimized implementation by Perrot, Gilles, Domas, Stéphane, Couturier, Raphaël

“…The well-known method of median filtering is used both in a wide range of application frameworks and as a standalone filter. Small-window median filters can…”
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Automatic deep learning-based myocardial infarction segmentation from delayed enhancement MRI by Chen, Zhihao, Lalande, Alain, Salomon, Michel, Decourselle, Thomas, Pommier, Thibaut, Qayyum, Abdul, Shi, Jixi, Perrot, Gilles, Couturier, Raphaël

“…Delayed Enhancement cardiac MRI (DE-MRI) has become indispensable for the diagnosis of myocardial diseases. However, to quantify the disease severity, doctors…”
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An optimized GPU-based 2D convolution implementation by Perrot, Gilles, Domas, Stéphane, Couturier, Raphaël

“…Summary With the increasing sophistication of image processing algorithms, and because of its low computation complexity, convolution should fully benefit from…”
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Fine-tuned High-speed Implementation of a GPU-based Median Filter by Perrot, Gilles, Domas, Stéphane, Couturier, Raphaël

“…Median filtering is a well-known method used in a wide range of application frameworks as well as a standalone filter, especially for salt-and-pepper…”
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Fast GPU-based denoising filter using isoline levels by Perrot, Gilles, Domas, Stéphane, Couturier, Raphaël, Bertaux, Nicolas

“…In this study, we describe a GPU-based filter for image denoising, whose principle rests on Matheron’s level sets theory first introduced in 1975 but rarely…”
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Automation of Quality Control in the Automotive Industry Using Deep Learning Algorithms by Hachem, Charbel El, Perrot, Gilles, Painvin, Loic, Couturier, Raphael

“…Quality control is an essential operation for an automotive company like Faurecia. A vast number of references is produced, and many regions of interest need…”
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Brick Orientation Adjustment in the Automotive Industry using Image Processing Techniques by El Hachem, Charbel, Santiago, Raoul, Painvin, Loic, Perrot, Gilles, Couturier, Raphael

“…A ceramic monolith risks breakage during production of the exhaust systems in the automotive industry. This is due to its position at a specific angle…”
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Myocardial Infarction Segmentation From Late Gadolinium Enhancement MRI By Neural Networks and Prior Information by Chen, Zhihao, Lalande, Alain, Salomon, Michel, Decourselle, Thomas, Pommier, Thibaut, Perrot, Gilles, Couturier, Raphael

“…In this paper, we propose an automatic myocardial infarction segmentation framework from Delayed Enhancement cardiac MRI (DE-MRI) using a convolutional neural…”
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Welding Seam Classification in the Automotive Industry using Deep Learning Algorithms by El Hachem, Charbel, Perrot, Gilles, Painvin, Loic, Ernst-Desmulier, Jean-Baptiste, Couturier, Raphael

“…Welding seam inspection is key process in the automotive industry and should guarantee the quality required by the client. Visual inspection is achieved by the…”
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GPU Implementation of a Region Based Algorithm for Large Images Segmentation by Perrot, G., Domas, S., Couturier, R., Bertaux, N.

“…Image segmentation is one of the most challenging issues in image computing. In this work, we focus on region-based active contour techniques (snakes) as they…”
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