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Skin Lesion Segmentation Using Local Binary Convolution-Deconvolution Architecture
2020
Image Analysis and Stereology
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The approach automatically learns and segments complex features of skin lesion images. ...
Recent research in convolutional neural network (CNN) has provided a variety of new architectures for deep learning. ...
Hajabdollahi et al. (2020) developed a pruning framework to reduce the burden of the network for feature extraction through the selection of most informative color channels and simplification of the network ...
doi:10.5566/ias.2397
fatcat:visogxzftngpvdocxtkwzei3oe
Optical coherence tomography angiography
2018
Progress in retinal and eye research
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Its use is rapidly expanding in clinical practice as well as for research into the pathophysiology of diseases of the posterior pole. ...
This review begins with a historical account of the development of OCTA, and the methods used in OCTA, including signal processing, image generation, and display techniques. ...
We gratefully acknowledge Eric Moult for assistance with selected figures and editing portions of the text. ...
doi:10.1016/j.preteyeres.2017.11.003
pmid:29229445
pmcid:PMC6404988
fatcat:bwmkpmrwljaynpei33dzqonuk4
4 Optical Coherence Tomography Angiography
[chapter]
2020
The Retina Illustrated
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Its use is rapidly expanding in clinical practice as well as for research into the pathophysiology of diseases of the posterior pole. ...
of the imaging and applicable pathophysiology of the retina and choroid, and the requirement for understanding the origins of image artifacts. ...
It is possible to look at the individual color channels. ...
doi:10.1055/b-0040-174189
fatcat:gslhnt5p5vgqvdm5hxncfkw2ee
Image Steganography Using HBC and RDH Technique
2014
International Journal of Computer Applications Technology and Research
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Hide Behind Corner (HBC) algorithm is used to place a key at corners of the image. All the corner keys are encrypted by generating Pseudo Random Numbers. The Secret keys are used for corner parts. ...
Then the hidden image is transmitted. The receiver should be aware of the keys that are used at the corners while encrypting the image. ...
ACKNOWLEDGEMENTS Our thanks to the colleague Lecturers of Computer Science department Federal College of Education (Technical) Potiskum for their contributions towards development of the paper. ...
doi:10.7753/ijcatr0303.1001
fatcat:4i6tujs4oje2tnxf5c25eh26x4
A Comprehensive lossless modified compression in medical application on DICOM CT images
2013
IOSR Journal of Computer Engineering
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The performance of these methods for image compression has been simulated using MATLAB. I. ...
They read the some of the limitation of SPIHT techniques in which there was no specification for particular wavelets type used as image compression. ...
Future work aims at experimental evaluation and comparative study of our algorithm with results of existing web content mining algorithms.
References Journals [1]. ...
doi:10.9790/0661-1530107
fatcat:eoyyyi7vmbculctnfqnohxyhue
Extraction of spatio-temporal primitives of emotional body expressions
2007
Neurocomputing
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pruning. ...
of angled segments. ...
doi:10.1016/j.neucom.2006.10.100
fatcat:esivhljzsbcihdl5qbp756josu
Modeling & Analysis
2003
NeuroImage
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Abstract A new neural network algorithm has been developed for the automatic visual segmentation of T1-weighted 3-D head magnetic resonance images. ...
Despite the diversity of the images the neural network shows good robustness. ...
Images were normalized and segmented into gray and white matter and CSF [4]. ...
doi:10.1016/s1053-8119(05)70006-9
fatcat:zff2suxcofbxvetfrwfwcxi3zm
TOOLKIT FOR IMMERSIVE VIRTUAL SIMULATORS WITH BIOFEEDBACK
2020
Vestnik komp iuternykh i informatsionnykh tekhnologii
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The architecture of the instrumental complex for the creation and reproduction of immersive virtual simulators using biological feedback is proposed. ...
An overview of existing solutions such as tools for the development and reproduction of virtual simulators is considered. ...
Other simple matching such as hair color, skin tone, and eye color could be performed. To further improve realism, texture mapping could be used to map skin and clothes onto the avatar. ...
doi:10.14489/vkit.2020.08.pp.019-028
fatcat:nyet4p3qkvecliahuktcjbkwbu
Review on the Third International Neuroinflammation Congress and Student Festival of Neuroscience in Mashhad University of Medical Sciences
2019
The Neuroscience Journal of Shefaye Khatam
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Neuroinflammation congress was the third in a series of annual events aimed to facilitate the inves tigative and analytical discussions on a range of neuroinflammatory diseases. ...
The conference was held in June 11-13, 2019 and organized by Mashhad University of Medical Sciences and Muns ter University, which aimed to shed light on the causes of neuroinflammatory diseases and uncover ...
1
The Study of How to Articulate the Expression of Key Genes in Alzheimer،s Disease (AD) Bioinformatics Approaches and Analyzing Pathways Involved in Them ...
doi:10.29252/shefa.7.3.111
fatcat:zh35i4tf7jc55bzs53kz3tiine
Grafting acoustic instruments and signal processing: Creative control and augmented expressivity
2013
Journal of the Acoustical Society of America
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Beranek, we seek to correlate acoustical measurements of spaces used for Sacred Harp singing with subjective evaluations of those spaces made by the singers themselves. ...
Those measurements are then examined for their applicability as metrics for evaluation of Sacred Harp performance spaces. ...
Two plane pulses generate a B-mode image. Overlaid in color are regions of high decorrelation between the pulses. ...
doi:10.1121/1.4830794
fatcat:2sexsmbypjcozjctnorzoiy7te
Insights from Deep Representations for Machine Learning Systems and Human Collaborations
2020
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Having first overviewed some of the key deep learning models, algorithms and use cases, we begin by introducing quantitative techniques that can give insights into neural network hidden representations ...
Over the past several years, we have witnessed fundamental breakthroughs in machine learning, largely driven by rapid advancements of the underlying deep neural network models and algorithms. ...
Convolutional Neural Networks These are arguably the most well known family of neural networks, and are very useful in working with any kind of image data. ...
doi:10.7298/xvk2-m314
fatcat:f3qjq56xyrdbpognytmc6oizsu
MIRages: an account of music audio extractors, semantic description and context-awareness, in the three ages of MIR
2018
Zenodo
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In the age of context-aware systems we report on user models for recommendation and for avatar generation, in addition to factors that influence music listening decisions. ...
Automatic Classification of Musical Instrument Sounds. Journal of New Music Research. 32(1), pp. 3-21. Gómez, E. & Herrera, P. (2008). ...
The first author would like to express gratitude to Eloi Batlle and Xavier Amatriain for their collaboration as reviewers of preliminary drafts for some sections of this paper. ...
doi:10.5281/zenodo.2278110
fatcat:uturvyw2gnfzdgtelvtxot3etq
MIRages: an account of music audio extractors, semantic description and context-awareness, in the three ages of MIR
2018
Zenodo
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In the age of context-aware systems we report on user models for recommendation and for avatar generation, in addition to factors that influence music listening decisions. ...
Automatic Classification of Musical Instrument Sounds. Journal of New Music Research. 32(1), pp. 3-21. Gómez, E. & Herrera, P. (2008). ...
The first author would like to express gratitude to Eloi Batlle and Xavier Amatriain for their collaboration as reviewers of preliminary drafts for some sections of this paper. ...
doi:10.5281/zenodo.1882316
fatcat:6yhrlcyexrgyhhwayeau2gu7f4
Shadow segmentation and tracking in real-world conditions
2005
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As a convenient simplification, by means of psychovisual experiments, the existence of three types of color channels, called opponent channels, is assumed. ...
Y UV, Y C b C r In transmitting color images using RGB components a channel capacity that is three times that used for gray scale images is needed. ...
-Development of shadow segmentation algorithms for still color images and video sequences. ...
doi:10.5075/epfl-thesis-3076
fatcat:a34ugeio7ndo5if5s7ixxx4irm
Arizona battery of communication disorders of dementia for evaluation of cognitive impairment in PD and early diagnosis of PDD. [Proceeding]
2017
Figshare
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Thomopoulos of Cell biology at the School of Biology (AUTh) for his permission to use his textbook, -Programmed Cell Death‖, as guidance for this paper. ...
Veros, scientific partner of the Medical School of the University of Freiburg (Germany) for their contribution in references. ...
The inherited genes, the environmental experience, as well as the frequent use of the newly created synapses are the determining factors for synaptic pruning [9, 10] , i.e. the extinction of unused neural ...
doi:10.6084/m9.figshare.5260198.v2
fatcat:74dsspsfejcfvaed472xnoid7y
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