Search Results - "Cheddad, Abbas"

On Box-Cox Transformation for Image Normality and Pattern Classification by Cheddad, Abbas

“…A unique member of the power transformation family is known as the Box-Cox transformation. The latter can be seen as a mathematical operation that leads to…”
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Predictive modelling to support sensitivity analysis for robust design in aerospace engineering by Dasari, Siva Krishna, Cheddad, Abbas, Andersson, Petter

“…The design of aircraft engines involves computationally expensive engineering simulations. One way to solve this problem is the use of response surface models…”
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Interactive landscape–scale cloud animation using DCGAN by Goswami, Prashant, Cheddad, Abbas, Junede, Fredrik, Asp, Samuel

“…This article presents an interactive method for 3D cloud animation at the landscape scale by employing machine learning. To this end, we utilize deep…”
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SHIBR—The Swedish Historical Birth Records: a semi-annotated dataset by Cheddad, Abbas, Kusetogullari, Hüseyin, Hilmkil, Agrin, Sundin, Lena, Yavariabdi, Amir, Aouache, Mustapha, Hall, Johan

“…This paper presents a digital image dataset of historical handwritten birth records stored in the archives of several parishes across Sweden, together with the…”
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Exploiting Voronoi diagram properties in face segmentation and feature extraction by Cheddad, Abbas, Mohamad, Dzulkifli, Manaf, Azizah Abd

“…Segmentation of human faces from still images is a research field of rapidly increasing interest. Although the field encounters several challenges, this paper…”
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Explainable Multimedia Feature Fusion for Medical Applications by Wagenpfeil, Stefan, Mc Kevitt, Paul, Cheddad, Abbas, Hemmje, Matthias

“…Due to the exponential growth of medical information in the form of, e.g., text, images, Electrocardiograms (ECGs), X-rays, and multimedia, the management of a…”
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Area and volumetric density estimation in processed full-field digital mammograms for risk assessment of breast cancer by Cheddad, Abbas, Czene, Kamila, Eriksson, Mikael, Li, Jingmei, Easton, Douglas, Hall, Per, Humphreys, Keith

“…Mammographic density, the white radiolucent part of a mammogram, is a marker of breast cancer risk and mammographic sensitivity. There are several means of…”
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Digital Image Processing and Development of Machine Learning Models for the Discrimination of Corneal Pathology: An Experimental Model by Bustamante-Arias, Andres, Cheddad, Abbas, Jimenez-Perez, Julio Cesar, Rodriguez-Garcia, Alejandro

“…Machine learning (ML) has an impressive capacity to learn and analyze a large volume of data. This study aimed to train different algorithms to discriminate…”
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Quantitative 3D OPT and LSFM datasets of pancreata from mice with streptozotocin-induced diabetes by Hahn, Max, Nord, Christoffer, van Krieken, Pim P., Berggren, Per-Olof, Ilegems, Erwin, Cheddad, Abbas, Ahlgren, Ulf

“…Mouse models for streptozotocin (STZ) induced diabetes probably represent the most widely used systems for preclinical diabetes research, owing to the…”
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An improved protocol for optical projection tomography imaging reveals lobular heterogeneities in pancreatic islet and β-cell mass distribution by Hörnblad, Andreas, Cheddad, Abbas, Ahlgren, Ulf

“…Optical projection tomography (OPT) imaging is a powerful tool for three-dimensional imaging of gene and protein distribution patterns in biomedical specimens…”
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E-Science technologies in a workflow for personalized medicine using cancer screening as a case study by Spjuth, Ola, Karlsson, Andreas, Clements, Mark, Humphreys, Keith, Ivansson, Emma, Dowling, Jim, Eklund, Martin, Jauhiainen, Alexandra, Czene, Kamila, Grönberg, Henrik, Sparén, Pär, Wiklund, Fredrik, Cheddad, Abbas, Pálsdóttir, þorgerður, Rantalainen, Mattias, Abrahamsson, Linda, Laure, Erwin, Litton, Jan-Eric, Palmgren, Juni

“…Abstract Objective:We provide an e-Science perspective on the workflow from risk factor discovery and classification of disease to evaluation of personalized…”
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Structure preserving binary image morphing using Delaunay triangulation by Cheddad, Abbas

“…•Multiple dilation rapidly deforms object structure using mathematical morphology.•Preserving object structure is of paramount importance in pattern…”
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Towards Query By Text Example for pattern spotting in historical documents by Cheddad, Abbas

“…Historical documents are essentially formed of handwritten texts that exhibit a variety of perceptual environment complexities. The cursive and connected…”
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Crack growth optimization using eddy current testing and genetic algorithm for estimating the stress intensity factors by Aouissi, Meftah, Harzallah, Salaheddine, Cheddad, Abbas

“…This study developed a procedure for rapidly reconstructing a crack profile for calculating the parameters of fracture mechanics such as stress intensity…”
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Introduction to the special section on intelligent systems and pattern recognition (SS:ISPR20) by Cheddad, Abbas, Bennour, Akram, Kessentini, Yousri

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Digital image steganography: Survey and analysis of current methods by Cheddad, Abbas, Condell, Joan, Curran, Kevin, Mc Kevitt, Paul

“…Steganography is the science that involves communicating secret data in an appropriate multimedia carrier, e.g., image, audio, and video files. It comes under…”
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ARDIS: a Swedish historical handwritten digit dataset by Kusetogullari, Huseyin, Yavariabdi, Amir, Cheddad, Abbas, Grahn, Håkan, Hall, Johan

“…This paper introduces a new image-based handwritten historical digit dataset named Arkiv Digital Sweden (ARDIS). The images in ARDIS dataset are extracted from…”
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Clustering-based adaptive data augmentation for class-imbalance in machine learning (CADA): additive manufacturing use case by Dasari, Siva Krishna, Cheddad, Abbas, Palmquist, Jonatan, Lundberg, Lars

“…Abstract Large amount of data are generated from in-situ monitoring of additive manufacturing (AM) processes which is later used in prediction modelling for…”
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A new spectral index for the extraction of built-up land features from Landsat 8 satellite imagery by Bouhennache, Rafik, Bouden, Toufik, Taleb-Ahmed, Abdmalik, Cheddad, Abbas

“…Extracting built-up areas from remote sensing data like Landsat 8 satellite is a challenge. We have investigated it by proposing a new index referred as…”
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Comparative Study of Layout Analysis of Tabulated Historical Documents by Liang, Xusheng, Cheddad, Abbas, Hall, Johan

“…Nowadays, the field of multimedia retrieval system has earned a lot of attention as it helps retrieve information more efficiently and accelerates daily tasks…”
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