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Skin Lesion Segmentation Using Local Binary Convolution-Deconvolution Architecture

Omran Salih, Serestina Viriri
2020 Image Analysis and Stereology  
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

Richard F. Spaide, James G. Fujimoto, Nadia K. Waheed, Srinivas R. Sadda, Giovanni Staurenghi
2018 Progress in retinal and eye research  
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]

Justis P. Ehlers, Thuy K. Le
2020 The Retina Illustrated  
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

Hemalatha M, Prasanna A, Dinesh Kumar R, Vinothkumar D
2014 International Journal of Computer Applications Technology and Research  
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

Alka sharm
2013 IOSR Journal of Computer Engineering  
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

Lars Omlor, Martin A. Giese
2007 Neurocomputing  
pruning.  ...  of angled segments.  ... 
doi:10.1016/j.neucom.2006.10.100 fatcat:esivhljzsbcihdl5qbp756josu

Modeling & Analysis

2003 NeuroImage  
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

V. V. Gribova, V. O. Strekalev
2020 Vestnik komp iuternykh i informatsionnykh tekhnologii  
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

Mostafa Modarres Mousavi, Sajad Sahab Negah, Ali Gorji, Department of Neuroscience, Mashhad University of Medical Sciences, Mashhad, Iran, a. Shefa Neuroscience Research Center, Khatam Alanbia Hospital, Tehran, Iran. b. Epilepsy Research Center, Department of Neurology and Neurosurgery, Westfälische Wilhelms-Universität Münster, Münster, Germany
2019 The Neuroscience Journal of Shefaye Khatam  
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

Dan Overholt
2013 Journal of the Acoustical Society of America  
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

Maithreyi Raghu
2020
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

Perfecto Herrera Boyer, Xavier Serra, Emilia Gómez
2018 Zenodo  
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

Perfecto Herrera Boyer, Xavier Serra, Emilia Gómez
2018 Zenodo  
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

Elena Salvador
2005
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]

Dionysios Tafiadis, Messinis Labros, Chondrogiorgi Maria, Konitsiotis Spyridon, Nasios Grigorios
2017 Figshare  
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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