Academic Bibliography

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Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy

Joris Roels (UGent) , Jonas De Vylder (UGent) , Jan Aelterman (UGent) , Yvan Saeys (UGent) and Wilfried Philips (UGent)

(2017) 2017 IEEE 14th international symposium on biomedical imaging (ISBI 2017). p.633-637
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- C1
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Semantically aware multilateral filter for depth upsampling in automotive LiDAR point clouds

Martin Dimitrievski (UGent) , Peter Veelaert (UGent) and Wilfried Philips (UGent)

(2017) In 2017 IEEE Intelligent Vehicles Symposium (IV) p.1058-1063
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Accurate detection of dysmorphic nuclei using dynamic programming and supervised classification

Marlies Verschuuren, Jonas De Vylder (UGent) , Hannes Catrysse, Joke Robijns, Wilfried Philips (UGent) and Winnok De Vos (UGent)

(2017) PLOS ONE. 12(1).
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Machine Learning for Maize Plant Segmentation

Simon Donné (UGent) , Hiep Luong (UGent) , Bart Goossens (UGent) , Stijn Dhondt (UGent) , Nathalie Wuyts (UGent) , Dirk Inzé (UGent) and Wilfried Philips (UGent)

(2016) Belgian-Dutch Conference on Machine Learning.
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GPU-based maize plant analysis: accelerating CNN segmentation and voxel carving

Simon Donné (UGent) , Bart Goossens (UGent) , Stijn Dhondt (UGent) , Nathalie Wuyts (UGent) , Hiep Luong (UGent) , Dirk Inzé (UGent) and Wilfried Philips (UGent)

(2016) NVIDIA European GPU Technology Conference.
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- P1
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Superpixel quality in microscopy images: the impact of noise & denoising

Joris Roels (UGent) , Jonas De Vylder (UGent) , Jan Aelterman (UGent) , Saskia Lippens (UGent) , Yvan Saeys (UGent) and Wilfried Philips (UGent)

(2016) IFMBE Proceedings. 57. p.258-263
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Fast and robust variational optical flow for high-resolution images using SLIC superpixels

Simon Donné (UGent) , Jan Aelterman (UGent) , Bart Goossens (UGent) and Wilfried Philips (UGent)

(2015) Lecture Notes of Computer Science. 9386. p.205-216
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Estimating blur at the brain gray-white matter boundary for FCD detection in MRI

Xiaoxia Qu (UGent) , Ljiljana Platisa (UGent) , Ivana Despotovic (UGent) , Asli Kumcu (UGent) , Tingzhu Bai, Karel Deblaere (UGent) and Wilfried Philips (UGent)

(2014) IEEE Engineering in Medicine and Biology Society Conference Proceedings. p.3321-3324
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Quantifying abrasion and micro-pits in polymer wear using image processing techniques

Seyfollah Soleimani (UGent) , Jacob Sukumaran (UGent) , Asli Kumcu (UGent) , Patrick De Baets (UGent) and Wilfried Philips (UGent)

(2014) WEAR. 319(1-2). p.123-137
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Multiple leaf tracking using computer vision methods with shape constraints

Jonas De Vylder (UGent) , Dominique Van Der Straeten (UGent) and Wilfried Philips (UGent)

(2013) Proceedings of SPIE, the International Society for Optical Engineering. 8881.

Academic Bibliography

Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy

Semantically aware multilateral filter for depth upsampling in automotive LiDAR point clouds

Accurate detection of dysmorphic nuclei using dynamic programming and supervised classification

Machine Learning for Maize Plant Segmentation

GPU-based maize plant analysis: accelerating CNN segmentation and voxel carving

Superpixel quality in microscopy images: the impact of noise & denoising

Fast and robust variational optical flow for high-resolution images using SLIC superpixels

Estimating blur at the brain gray-white matter boundary for FCD detection in MRI

Quantifying abrasion and micro-pits in polymer wear using image processing techniques

Multiple leaf tracking using computer vision methods with shape constraints

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