Search Results - "Tomaževič, Dejan"
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100% visual inspection of tablets produced with continuous direct compression and coating
Published in International journal of pharmaceutics (25-02-2022)“…[Display omitted] •180 kg of tablets were produced with continuous direct compression at 25 kg/h.•Tablets were coated using a semi-batch drum coater in 15 kg…”
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2
Detection of surface defects on pharmaceutical solid oral dosage forms with convolutional neural networks
Published in Neural computing & applications (2022)“…Deep-learning-based approaches have proven to outperform other approaches in various computer vision tasks, making application-focused machine learning a…”
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3
In-line agglomeration degree estimation in fluidized bed pellet coating processes using visual imaging
Published in International journal of pharmaceutics (30-07-2018)“…[Display omitted] Agglomeration of pellets in fluidized bed coating processes is an undesirable phenomenon that affects the yield and quality of the product…”
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4
In-line monitoring of pellet coating thickness growth by means of visual imaging
Published in International journal of pharmaceutics (15-08-2014)“…[Display omitted] Coating thickness is the most important attribute of coated pharmaceutical pellets as it directly affects release profiles and stability of…”
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5
Real-time pose estimation of rigid objects in heavily cluttered environments
Published in Computer vision and image understanding (01-12-2015)“…•A method for pose estimation of multiple mutually occluding objects was proposed.•Normal information reduces number of false positive detections.•Combining…”
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6
Real-time rotation estimation using histograms of oriented gradients
Published in PloS one (24-03-2014)“…This paper focuses on real-time rotation estimation for model-based automated visual inspection. In the case of model-based inspection, spatial alignment is…”
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7
In-Line Film Coating Thickness Estimation of Minitablets in a Fluid-Bed Coating Equipment
Published in AAPS PharmSciTech (01-11-2018)“…Film coating thickness of minitablets was estimated in-line during coating in a fluid-bed equipment by means of visual imaging. An existing, commercially…”
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8
Print registration for automated visual inspection of transparent pharmaceutical capsules
Published in Machine vision and applications (01-10-2016)“…This paper addresses a challenging problem of visual inspection of transparent pharmaceutical capsules, where print registration is used to determine the…”
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Characterization of a spectrograph based hyperspectral imaging system
Published in Optics express (20-05-2013)“…A significant part of the uniformity degradation in the acquired hyperspectral images can be attributed to the coregistration distortions and spectrally and…”
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10
Automated visual inspection of imprint quality of pharmaceutical tablets
Published in Machine vision and applications (2013)“…Visual appearance is an important quality factor of pharmaceutical tablets. Moreover, it plays a key role in identification of tablets, which is needed to…”
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11
Standardized evaluation methodology for 2-D-3-D registration
Published in IEEE transactions on medical imaging (01-09-2005)“…In the past few years, a number of two-dimensional (2-D) to three-dimensional (3-D) (2-D-3-D) registration algorithms have been introduced. However, these…”
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Robust Gradient-Based 3-D/2-D Registration of CT and MR to X-Ray Images
Published in IEEE transactions on medical imaging (01-12-2008)“…One of the most important technical challenges in image-guided intervention is to obtain a precise transformation between the intrainterventional patient's…”
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13
Digital imaging as a process analytical technology tool for fluid-bed pellet coating process
Published in European journal of pharmaceutical sciences (11-09-2010)“…Pellet coating processes are usually driven by fairly well optimized procedures, while coating suspension sprayed on pellets and adverse effects, such as…”
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14
3-D/2-D registration of CT and MR to X-ray images
Published in IEEE transactions on medical imaging (01-11-2003)“…A crucial part of image-guided therapy is registration of preoperative and intraoperative images, by which the precise position and orientation of the…”
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15
Automated Model-Based Calibration of Short-Wavelength Infrared (SWIR) Imaging Spectrographs
Published in Applied spectroscopy (01-10-2012)“…Among the variety of available hyperspectral imaging systems, the line-scan technique stands out for its short acquisition time and good signal-to-noise ratio…”
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16
Evaluation of similarity measures for reconstruction-based registration in image-guided radiotherapy and surgery
Published in International journal of radiation oncology, biology, physics (01-07-2006)“…A promising patient positioning technique is based on registering computed tomographic (CT) or magnetic resonance (MR) images to cone-beam CT images (CBCT)…”
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17
Real-time image segmentation for visual inspection of pharmaceutical tablets
Published in Machine vision and applications (01-01-2011)“…Visual appearance is an important quality factor of pharmaceutical tablets. Due to the vast quantities of produced tablets and high-quality requirements,…”
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"Gold standard" data for evaluation and comparison of 3D/2D registration methods
Published in Computer aided surgery (New York, N.Y.) (2004)“…Evaluation and comparison of registration techniques for image-guided surgery is an important problem that has received little attention in the literature. In…”
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Robust 3-D/2-D registration of CT and MR to X-ray images based on gradient reconstruction
Published in International journal for computer assisted radiology and surgery (01-12-2008)“…Objective A novel 3-D/2-D registration method based on matching 3-D pre-interventional image gradients and coarsely reconstructed 3-D gradients from…”
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3D/2D image registration: the impact of X-ray views and their number
Published in Medical image computing and computer-assisted intervention : MICCAI ... International Conference on Medical Image Computing and Computer-Assisted Intervention (2007)“…An important part of image-guided radiation therapy or surgery is registration of a three-dimensional (3D) preoperative image to two-dimensional (2D) images of…”
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