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- Journal Article
- A1
- open access
Data-efficient sensor upgrade path using knowledge distillation
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- Journal Article
- A1
- open access
Leveraging the Bhattacharyya coefficient for uncertainty quantification in deep neural networks
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Quantifying uncertainty of deep neural networks in skin lesion classification
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Assessing uncertainty for computer assisted skin lesion diagnosis
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- Journal Article
- A1
- open access
Accurate detection of dysmorphic nuclei using dynamic programming and supervised classification
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Convolutional neural network pruning to accelerate membrane segmentation in electron microscopy
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- Conference Paper
- C3
- open access
Image restoration using deep learning
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- Conference Paper
- C3
- open access
Semi-automated segmentation in 3D electron microscopy imaging
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- Conference Paper
- C3
- open access
Automated Membrane Detection in Electron Microscopy using Convolutional Neural Networks
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- Conference Paper
- P1
- open access
Decreasing time consumption of microscopy image segmentation through parallel processing on the GPU
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- Conference Paper
- P1
- open access
Bayesian deconvolution of scanning electron microscopy images using point-spread function estimation and non-local regularization
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From a biological sample to high-quality digital image representation : avoiding and restoring image artifacts through proper acquisition and image restoration
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Quasar tutorial: High-level programming of Heterogeneous Hardware
(2016) -
- Conference Paper
- C3
- open access
Quasar: A Programming Framework for Rapid Prototyping
(2016) -
Image degradation in microscopic images : avoidance, artifacts and solutions
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Real-time Machine Vision with GPU-acceleration using Quasar
(2016) -
- Conference Paper
- C3
- open access
Quasar: rapid prototyping for image/video processing on heterogeneous hardware.
(2016) -
GPU Accelerated Compressive Sensing in MRI
(2016) -
- Conference Paper
- P1
- open access
Superpixel quality in microscopy images: the impact of noise & denoising
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- Journal Article
- A1
- open access
MATE : machine learning for adaptive calibration template detection
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- Conference Paper
- C3
- open access
Noise analysis in 3D electron microscopy
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The application of 'Big Data Analysis' techniques in GSR research: a novel approach to an ever evolving forensic discipline
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Demo: Quasar - a new programming framework for real-time image/video processing on GPU and CPU
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- Conference Paper
- C3
- open access
Accurate detection and classification of aberrant cell nuclei
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Quasar: unlocking the power of heterogeneous hardware
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Rotational fusion and extended field of depth for a single cell layer in DIC microscopic images
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Image optimization for 3D electron microscopy images
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The image processing revolution: the next step in electron microscopy
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A probabilistic interpretation of geometric active contour segmentation
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- PhD Thesis
- open access
Biological image analysis
(2014) -
Average track estimation of moving objects using RANSAC and DTW
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- Conference Paper
- C3
- open access
Phenotyping on microscopic scale using DIC microscopy
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- Conference Paper
- C3
- open access
Rotation and focal depth fusion of DIC microscopic images
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Extra winst voor grote partijen: wiskunde van verkiezingen
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- Conference Paper
- P1
- open access
Noise analysis and removal in 3D electron microscopy
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Quasar: a new heterogeneous programming framework for image and video processing algorithms on CPU and GPU
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- Conference Paper
- P1
- open access
Multiple leaf tracking using computer vision methods with shape constraints
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- Conference Paper
- P1
- open access
A novel tracing method for the segmentation of cell wall networks
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- Journal Article
- A1
- open access
Computationally efficient locally adaptive demosaicing of color filter array images using the dual-tree complex wavelet packet transform
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- Journal Article
- A1
- open access
A novel dictionary based computer vision method for the detection of cell nuclei
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Brain blood vessel segmentation using line-shaped profiles
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Leaf segmentation and parallel phenotyping for the analysis of gene networks in plants
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Rosette Tracker: an open source image analysis tool for automatic quantification of genotype effects
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Rosette Tracker: an open source image analysis tool for automatic quantification of genotype effects
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A novel dictionary based detection method for cell nuclei
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Cellular wall segmentation of A: Thaliana epidermal tissue in DIC images
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- Conference Paper
- P1
- open access
A non-rigid registration method for multispectral imaging of plants
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- Conference Paper
- P1
- open access
Cell nuclei detection using globally optimal active contours with shape prior
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Dynamic subsampling for image registration speedup using the mutual information variance estimate
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Combined non-local and multi-resolution sparsity prior in image restoration
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- Conference Paper
- P1
- open access
Computational efficient segmentation of cell nuclei in 2D and 3D fluorescent micrographs
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- Journal Article
- A1
- open access
2D mapping of strongly deformable cell nuclei, based on contour matching
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- Conference Paper
- P1
- open access
Leaf segmentation and tracking using probabilistic parametric active contours
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Non-rigid registration using mutual information minimizing splines
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- Conference Paper
- C1
- open access
Convex formulation and global optimization for multimodal active contour segmentation
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- Conference Paper
- P1
- open access
Robust active contour segmentation with an efficient global optimizer
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A comparative study on the optimization of global optimum active contours
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- Conference Paper
- C3
- open access
Automatic detection of cell nuclei in fluorescence micrographs
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- Conference Paper
- P1
- open access
2D Mapping of strongly deformed cell nuclei based on contour warping
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- Conference Paper
- C3
- open access
Automatic analysis of biological images
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- Conference Paper
- C3
- open access
2D Mapping of pathological nuclei
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- Conference Paper
- P1
- open access
A fast external force field for parametric active contour segmentation
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Segmentation of cell nuclei in Arabidopsis thaliana roots
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- Conference Paper
- P1
- open access
Mapping of cell nuclei based on contour warping
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- Conference Paper
- P1
- open access
A computational efficient external energy for active contour segmentation using edge propagation
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- Conference Paper
- C1
- open access
Tracking multiple objects using intensity-GVF snakes
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Tracking multiple objects using moving snakes
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2-D shape representation using improved Fourier descriptors
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Improved Fourier descriptors for 2-D shape representation
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- Conference Paper
- C1
- open access
Improved Fourier descriptors for 2-D shape representation
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Characterization and recognition of cell structures in biomedical images