Surya Prasath , PhD
Research Assistant Professor-Affiliate
Childrens Hospital Bldg R
433
COM Pediatrics Biomedical Informatics - 0054
Professional Summary
Surya Prasath, PhD, is a mathematician with two decades of experience in the research areas of image processing, computer vision and machine learning. He received his BSc in Mathematics from the University of Madras, India in 2002 with distinction. He received his MSc, and PhD in Mathematics from the Indian Institute of Technology Madras, India in 2004 and 2009. He was a Postdoctoral Fellow at the Department of Mathematics, University of Coimbra, Portugal from 2010 to 2011. From 2012 to 2015 he was with the Computational Imaging and VisAnalysis (CIVA) Lab at the Department of Computer Science, University of Missouri, USA as a Postdoctoral Fellow, and from 2016 to 2017 as an Assistant Professor.
He is currently an Assistant Professor in the Division of Biomedical Informatics at the Cincinnati Children's Hospital Medical Center, and Departments of Biomedical Informatics, Pediatrics, Computer Science, at the University of Cincinnati from 2018. He had summer fellowships/visits at Kitware Inc. NY, USA, The Fields Institute, Canada, IPAM, University of California Los Angeles (UCLA), USA, and Duke University, USA.
His main research interests include applied mathematics, data science, image processing, computer vision, and machine learning with applications in various biomedical informatics domains. His current research focuses are in biomedical imaging informatics, and bioinformatics with AI/ML/DL techniques. He has over 100 publications in top-tier journals, conferences, such as Nature, Nature Communications, PLOS Computational Biology, Pediatric Research, IEEE Transactions on Image Processing, and more. He has received over $2M research fundings from NIH, NSF, CCRF, etc.
He is committed to promoting diversity in STEM and has mentored several high school, undergraduate, and graduate students in the last 15 years.
Education
PhD: Indian Institute of Technology Madras Chennai, India, 2010 (Mathematics)
MSc: Indian Institute of Technology Madras Chennai, India, 2004 (Mathematics)
BSc: University of Madras India, 2002 (Mathematics)
Research and Practice Interests
Image processing; computer vision; biomedical image analysis; machine learning; deep learning; bioinformatics; AI
Positions and Work Experience
2015 -2017 Assistant Professor, Computer Science, University of Missouri-Columbia, USA
2012 -2015 Post Doctoral Fellow, Computer Science, University of Missouri-Columbia, USA
2010 -2011 Post Doctoral Fellow, Mathematics, University of Coimbra, Portugal
2018 -To Present Assistant Professor, University of Cincinnati, Computer Science
2018 -To Present Assistant Professor, Cincinnati Children's Hospital Medical Center, Biomedical Informatics
2018 -To Present Assistant Professor, University of Cincinnati, Department of Pediatrics
Research Support
Grant: #R40526 Investigators:Chae, Soryong; Prasath, Surya; Priye, Aashish 10-01-2019 -03-31-2020 UC's Urban Futures Digital Futures Anchor Development Program Drone-based DNA Analysis Role:Collaborator $10,000.00 Active Level:Internal UC
Publications
Peer Reviewed Publications
Liu, Xiaoxuan; Reigle, James; Prasath, V B Surya; Dhaliwal, Jasbir (2024. ) Artificial intelligence image-based prediction models in IBD exhibit high risk of bias: A systematic review.Computers in biology and medicine, , 171 ,108093 More Information
Shukla A.; Lodha N.; Vijayarajan V.; Prasath S. (12-05-2023. ) Building Novel Approach for Context-based Image Retrieval in the Area of Healthcare.AIP Conference Proceedings, , 2916 (1 ) , More Information
Shukla A.; Lodha N.; Vijayarajan V.; Prasath S. (12-05-2023. ) Simulation of Content Based on Image Retrieval for Financial Institutions.AIP Conference Proceedings, , 2916 (1 ) , More Information
Shamin S.; Saad Missen M.M.; Qamar A.M.; Firdous A.; Ain Q.U.; Surya Prasath V.B. (12-01-2023. ) Global Trends in Poliomyelitis Research: A Bibliometric Analysis from 1857–2019.International Journal of Design and Nature and Ecodynamics, , 18 (6 ) ,1333-1346 More Information
Arshad M.; Qamar A.M.; Missen M.M.S.; Lodhi A.A.; Surya Prasath V.B. (12-01-2023. ) Global Trends and Collaborations in Dengue Virus Research: A Scientometric and Bibliometric Overview.International Journal of Design and Nature and Ecodynamics, , 18 (6 ) ,1539-1548 More Information
Li G.; Song B.; Singh H.; Surya Prasath V.B.; Leighton Grimes H.; Salomonis N. (12-01-2023. ) Decision level integration of unimodal and multimodal single cell data with scTriangulate.Nature Communications, , 14 (1 ) , More Information
Gundawar A.; Lodha S.; Vijayarajan V.; Iyer B.; Prasath V.B.S. (12-01-2023. ) On the Performance of new Higher Order Transformation Functions for Highly Efficient Dense Layers.Neural Processing Letters, , 55 (8 ) ,10655-10668 More Information
Satti P.; Shrotriya V.; Garg B.; Surya Prasath V.B. (11-01-2023. ) DIBS: distance- and intensity-based separation filter for high-density impulse noise removal.Signal, Image and Video Processing, , 17 (8 ) ,4181-4188 More Information
Shah M.; Jain D.; Prasath S.; Dufendach K. (06-01-2023. ) Correction: Artificial intelligence in bronchopulmonary dysplasia—current research and unexplored fr.Pediatric Research, , 93 (7 ) ,2101 More Information
Diop E.H.S.; Ngom A.; Prasath V.B.S. (04-01-2023. ) Signal Approximations Based on Nonlinear and Optimal Piecewise Affine Functions.Circuits, Systems, and Signal Processing, , 42 (4 ) ,2366-2384 More Information
Shah M.; Jain D.; Prasath S.; Dufendach K. (01-01-2023. ) Artificial intelligence in bronchopulmonary dysplasia- current research and unexplored frontiers.Pediatric Research, , 93 (2 ) ,287-290 More Information
Medichalam K.; Vijayarajan V.; Kumar V.V.; Iyer I.M.; Vanukuri Y.K.; Prasath V.B.S.; Swapna B. (01-01-2023. ) Trustworthy Artificial Intelligence and Automatic Morse Code Based Communication Recognition with Ey.Journal of Mobile Multimedia, , 19 (6 ) ,1439-1461 More Information
Ain Q.u.; Missen M.M.S.; Prasath S. (01-01-2023. ) LRAP: Layered Ring Based Adaptive and Personalized Usability Model for Mobile Commerce Apps.International Journal of Interactive Mobile Technologies, , 17 (12 ) ,74-93 More Information
Raghavendra, Paravatham V S P; Charitha, C; Begum, K Ghousiya; Prasath, V B S (2023. ) Deep Learning-Based Skin Lesion Multi-class Classification with Global Average Pooling Improvement.Journal of digital imaging, , More Information
Cazares, Tareian A; Rizvi, Faiz W; Iyer, Balaji; Chen, Xiaoting; Kotliar, Michael; Bejjani, Anthony T; Wayman, Joseph A; Donmez, Omer; Wronowski, Benjamin; Parameswaran, Sreeja; Kottyan, Leah C; Barski, Artem; Weirauch, Matthew T; Prasath, V B Surya; Miraldi, Emily R (2023. ) maxATAC: Genome-scale transcription-factor binding prediction from ATAC-seq with deep neural networks.PLoS computational biology, , 19 (1 ) ,e1010863 More Information
Van Camp, Pieter-Jan; Prasath, V B Surya; Haslam, David B; Porollo, Aleksey (2023. ) MGS2AMR: a gene-centric mining of metagenomic sequencing data for pathogens and their antimicrobial resistance profile.Microbiome, , 11 (1 ) ,223 More Information
Salamat N.; Arif A.H.; Mustahsan M.; Missen M.M.S.; Prasath V.B.S. (12-01-2022. ) On compacton traveling wave solutions of Zakharov-Kuznetsov-Benjamin-Bona-Mahony (ZK-BBM) equation.Computational and Applied Mathematics, , 41 (8 ) , More Information
Hassanat A.B.; Altarawneh G.; Tarawneh A.S.; Faris H.; Alhasanat M.B.; de Voogt A.; Al-Rawashdeh B.; Alshamaileh M.; Prasath S.V.B. (10-07-2022. ) On computerizing the ancient game of tab.Research Anthology on Game Design, Development, Usage, and Social Impact, , 1321-1344 More Information
Bharati S.; Podder P.; Thanh D.N.H.; Prasath V.B.S. (07-01-2022. ) Dementia classification using MR imaging and clinical data with voting based machine learning models.Multimedia Tools and Applications, , 81 (18 ) ,25971-25992 More Information
Katsuma D.; Kawanaka H.; Prasath V.B.S.; Aronow B.J. (03-01-2022. ) Data Augmentation Using Generative Adversarial Networks for Multi-Class Segmentation of Lung Confoca.Journal of Advanced Computational Intelligence and Intelligent Informatics, , 26 (2 ) ,138-146 More Information
Boopathiraja S.; Punitha V.; Kalavathi P.; Prasath V.B.S. (03-01-2022. ) Computational 2D and 3D Medical Image Data Compression Models.Archives of Computational Methods in Engineering, , 29 (2 ) ,975-1007 More Information
Bharati S.; Podder P.; Mondal M.R.H.; Surya Prasath V.B.; Gandhi N. (01-01-2022. ) Ensemble Learning for Data-Driven Diagnosis of Polycystic Ovary Syndrome.Lecture Notes in Networks and Systems, , 418 LNNS ,1250-1259 More Information
Bharati S.; Mondal M.R.H.; Podder P.; Prasath V.B.S. (01-01-2022. ) Deep Learning for Medical Image Registration: A Comprehensive Review .International Journal of Computer Information Systems and Industrial Management Applications, , 14 ,173-190
Hassanat A.B.A.; Albustanji A.A.; Tarawneh A.S.; Alrashidi M.; Alharbi H.; Alanazi M.; Alghamdi M.; Alkhazi I.S.; Prasath V.B.S. (01-01-2022. ) DeepVeil: deep learning for identification of face, gender, expression recognition under veiled cond.International Journal of Biometrics, , 14 (3-4 ) ,453-480 More Information
Boopathiraja S.; Kalavathi P.; Deoghare S.; Prasath V.B.S. (01-01-2022. ) Near Lossless Compression for 3D Radiological Images Using Optimal Multilinear Singular Value Decomp.Journal of Digital Imaging, , More Information
Bharati S.; Mondal M.R.H.; Podder P.; Prasath V.B.S. (01-01-2022. ) Federated learning: Applications, challenges and future directions.International Journal of Hybrid Intelligent Systems, , 18 (1-2 ) ,19-35 More Information
Gaddis, Nathan; Fortriede, Joshua; Guo, Minzhe; Bardes, Eric E; Kouril, Michal; Tabar, Scott; Burns, Kevin; Ardini-Poleske, Maryanne E; Loos, Stephanie; Schnell, Daniel; Jin, Kang; Iyer, Balaji; Du, Yina; Huo, Bing-Xing; Bhattacharjee, Anukana; Korte, Jeff; Munshi, Ruchi; Smith, Victoria; Herbst, Andrew; Kitzmiller, Joseph A; Clair, Geremy C; Carson, James P; Adkins, Joshua; Morrisey, Edward E; Pryhuber, Gloria S; Misra, Ravi; Whitsett, Jeffrey A; Sun, Xin; Heathorn, Trevor; Paten, Benedict; Prasath, V B Surya; Xu, Yan; Tickle, Tim; Aronow, Bruce J; Salomonis, Nathan (2022. ) LungMAP Portal Ecosystem: Systems-Level Exploration of the Lung.American journal of respiratory cell and molecular biology, , More Information
Jin, Kang; Schnell, Daniel; Li, Guangyuan; Salomonis, Nathan; Prasath, V B Surya; Szczesniak, Rhonda; Aronow, Bruce J (2022. ) CellDrift: inferring perturbation responses in temporally sampled single-cell data.Briefings in bioinformatics, , 23 (5 ) , More Information
Boopathiraja, S; Kalavathi, P; Deoghare, S; Prasath, V B Surya (2022. ) Near Lossless Compression for 3D Radiological Images Using Optimal Multilinear Singular Value Decomposition (3D-VOI-OMLSVD).Journal of digital imaging, , 1-17 More Information
Salamat N.; Missen M.M.S.; Surya Prasath V.B. (12-01-2021. ) Recent developments in computational color image denoising with PDEs to deep learning: a review.Artificial Intelligence Review, , 54 (8 ) ,6245-6276 More Information
Li G.; Iyer B.; Prasath V.B.S.; Ni Y.; Salomonis N. (11-05-2021. ) DeepImmuno: deep learning-empowered prediction and generation of immunogenic peptides for T-cell imm.Briefings in bioinformatics, , 22 (6 ) , More Information
Thanh D.N.H.; Prasath V.B.S.; Phung T.K.; Hung N.Q. (09-01-2021. ) Impulse denoising based on noise accumulation and harmonic analysis techniques.Optik, , 241 , More Information
Husnain M.; Missen M.M.S.; Akhtar N.; Coustaty M.; Mumtaz S.; Prasath V.B.S. (08-01-2021. ) A systematic study on the role of SentiWordNet in opinion mining.Frontiers of Computer Science, , 15 (4 ) , More Information
Subramanian B.; Palanisamy K.; Prasath V.B.S. (08-01-2021. ) On a hybrid lossless compression technique for three-dimensional medical images.Journal of Applied Clinical Medical Physics, , 22 (8 ) ,191-203 More Information
Priya T.; Kalavathi P.; Prasath V.B.S.; Sivanesan R. (08-01-2021. ) Brain tissue volume estimation to detect Alzheimer’s disease in magnetic resonance images.Soft Computing, , 25 (15 ) ,10007-10017 More Information
Shah M.; Shu D.; Prasath V.B.S.; Ni Y.; Schapiro A.H.; Dufendach K.R. (08-01-2021. ) Machine Learning for Detection of Correct Peripherally Inserted Central Catheter Tip Position from R.Applied Clinical Informatics, , 12 (4 ) ,856-863 More Information
Bharati S.; Podder P.; Mondal M.R.H.; Prasath V.B.S. (07-13-2021. ) CO-ResNet: Optimized ResNet model for COVID-19 diagnosis from X-ray images.International Journal of Hybrid Intelligent Systems, , 17 (1-2 ) ,71-85 More Information
Deotale R.; Rawat S.; Vijayarajan V.; Surya Prasath V.B. (07-01-2021. ) POCASUM: policy categorizer and summarizer based on text mining and machine learning.Soft Computing, , 25 (14 ) ,9365-9375 More Information
Prasath V.B.S.; Hien N.N.; Thanh D.N.H.; Dvoenko S. (04-15-2021. ) Simres-TV: Noise and residual similarity for parameter estimation in total variation .International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, , 54 (2/W1 ) ,171-176
Surya Prasath V.B.; Thanh D.N.H.; Hieu L.M.; Thanh L.T. (04-01-2021. ) Compression artifacts reduction with multiscale tensor regularization.Multidimensional Systems and Signal Processing, , 32 (2 ) ,521-531 More Information
Zhang J.; Wu Q.; Johnson C.B.; Pham G.; Kinder J.M.; Olsson A.; Slaughter A.; May M.; Weinhaus B.; D’Alessandro A.; Engel J.D.; Jiang J.X.; Kofron J.M.; Huang L.F.; Prasath V.B.S.; Way S.S.; Salomonis N.; Grimes H.L.; Lucas D. (02-18-2021. ) In situ mapping identifies distinct vascular niches for myelopoiesis.Nature, , 590 (7846 ) ,457-462 More Information
Missen M.M.S.; Naeem A.; Asmat H.; Salamat N.; Akhtar N.; Coustaty M.; Prasath V.B.S. (02-01-2021. ) Improving seller–customer communication process using word embeddings.Journal of Ambient Intelligence and Humanized Computing, , 12 (2 ) ,2257-2272 More Information
Thanh L.T.; Thanh D.N.H.; Hue N.M.; Linh H.N.T.; Surya Prasath V.B. (01-18-2021. ) On numerical implementation of the laplace equation-based image inpainting.IOP Conference Series: Materials Science and Engineering, , 1022 (1 ) , More Information
Thanh L.T.; Thanh D.N.H.; Hien N.N.; Erkan U.; Prasath V.B.S. (01-13-2021. ) Single Image Dehazing with Optimal Color Channels and Nonlinear Transformation.ICCE 2020 - 2020 IEEE 8th International Conference on Communications and Electronics, , 421-426 More Information
Thanh D.N.H.; Hai N.H.; Hieu L.M.; Tiwari P.; Surya Prasath V.B. (01-01-2021. ) Skin lesion segmentation method for dermoscopic images with convolutional neural networks and semant.Computer Optics, , 45 (1 ) ,122-129 More Information
Prasath V.B.S.; Thanh D.N.H.; Hai N.H.; Dvoenko S. (01-01-2021. ) Multiregion Multiscale Image Segmentation with Anisotropic Diffusion.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), , 12665 LNCS ,129-140 More Information
Yadav P.; Upadhyay A.; Prasath V.B.S.; Ali Z.; Khare B.B. (01-01-2021. ) Evolution of Wireless Communications with 3G, 4G, 5G, and Next Generation Technologies in India.Lecture Notes in Electrical Engineering, , 709 ,355-359 More Information
Bharati S.; Podder P.; Mondal M.R.H.; Prasath V.B.S. (01-01-2021. ) Medical Imaging with Deep Learning for COVID- 19 Diagnosis: A Comprehensive Review .International Journal of Computer Information Systems and Industrial Management Applications, , 13 ,091-112
Thanh D.N.H.; Thanh L.T.; Erkan U.; Khamparia A.; Prasath V.B.S. (01-01-2021. ) Dermoscopic image segmentation method based on convolutional neural networks.International Journal of Computer Applications in Technology, , 66 (2 ) ,89-99 More Information
Thanh D.N.H.; Prasath V.B.S.; Dvoenko S.; Hieu L.M. (01-01-2021. ) An adaptive image inpainting method based on euler's elastica with adaptive parameters estimation an.Signal Processing, , 178 , More Information
Hayakawa T.; Prasath V.B.S.; Kawanaka H.; Aronow B.J.; Tsuruoka S. (01-01-2021. ) Computational Nuclei Segmentation Methods in Digital Pathology: A Survey.Archives of Computational Methods in Engineering, , 28 (1 ) ,1-13 More Information
Li, Guangyuan; Iyer, Balaji; Prasath, V B Surya; Ni, Yizhao; Salomonis, Nathan (2021. ) DeepImmuno: deep learning-empowered prediction and generation of immunogenic peptides for T-cell immunity.Briefings in bioinformatics, , 22 (6 ) , More Information
Shah, Manan; Shu, Derek; Prasath, V B Surya; Ni, Yizhao; Schapiro, Andrew H; Dufendach, Kevin R (2021. ) Machine Learning for Detection of Correct Peripherally Inserted Central Catheter Tip Position from Radiology Reports in Infants.Applied clinical informatics, , 12 (4 ) ,856-863 More Information
Subramanian, Boopathiraja; Palanisamy, Kalavathi; Prasath, V B Surya (2021. ) On a hybrid lossless compression technique for three-dimensional medical images.Journal of applied clinical medical physics, , 22 (8 ) ,191-203 More Information
Zhang, Jizhou; Wu, Qingqing; Johnson, Courtney B; Pham, Giang; Kinder, Jeremy M; Olsson, Andre; Slaughter, Anastasiya; May, Margot; Weinhaus, Benjamin; D'Alessandro, Angelo; Engel, James Douglas; Jiang, Jean X; Kofron, J Matthew; Huang, L Frank; Prasath, V B Surya; Way, Sing Sing; Salomonis, Nathan; Grimes, H Leighton; Lucas, Daniel (2021. ) In situ mapping identifies distinct vascular niches for myelopoiesis.Nature, , 590 (7846 ) ,457-462 More Information
Deotale, Rushikesh; Rawat, Shreyash; Vijayarajan, V; Prasath, V B Surya (2021. ) POCASUM : Policy Categorizer and Summarizer Based on Text Mining and Machine Learning.Soft computing, , 25 (14 ) ,9365-9375 More Information
Saito D.; Kawanaka H.; Surya Prasath V.B.; Aronow B.J. (12-01-2020. ) A study on nuclei shape features at the classification of glioma disease stage using CNN.IEEJ Transactions on Electronics, Information and Systems, , 140 (12 ) ,1367-1368 More Information
Rashid A.; Salamat N.; Surya Prasath V.B. (10-10-2020. ) Dynamic increased capacity approach steganography in spatial domain.Traitement du Signal, , 37 (4 ) ,671-678 More Information
Thanh D.N.H.; Prasath V.B.S.; Hieu L.M.; Dvoenko S. (09-01-2020. ) An adaptive method for image restoration based on high-order total variation and inverse gradient.Signal, Image and Video Processing, , 14 (6 ) ,1189-1197 More Information
Thanh D.N.H.; Hai N.H.; Prasath V.B.S.; Hieu L.M.; Tavares J.M.R.S. (08-01-2020. ) A two-stage filter for high density salt and pepper denoising.Multimedia Tools and Applications, , 79 (29-30 ) ,21013-21035 More Information
Prasath V.B.S.; Thanh D.N.H.; Thanh L.T.; San N.Q.; Dvoenko S. (07-01-2020. ) Human Visual System Consistent Model for Wireless Capsule Endoscopy Image Enhancement and Applicatio.Pattern Recognition and Image Analysis, , 30 (3 ) ,280-287 More Information
Diop E.H.S.; Boudraa A.O.; Prasath V.B.S. (05-01-2020. ) Optimal Nonlinear Signal Approximations Based on Piecewise Constant Functions.Circuits, Systems, and Signal Processing, , 39 (5 ) ,2673-2694 More Information
Singh M.; Bajpai U.; Vijayarajan V.; Prasath S. (04-22-2020. ) Generation of fashionable clothes using generative adversarial networks: A preliminary feasibility s.International Journal of Clothing Science and Technology, , 32 (2 ) ,177-187 More Information
Thanh D.N.H.; Thanh L.T.; Hien N.N.; Prasath S. (04-01-2020. ) Adaptive total variation L1 regularization for salt and pepper image denoising.Optik, , 208 , More Information
Missen M.M.S.; Qureshi S.; Salamat N.; Akhtar N.; Asmat H.; Coustaty M.; Prasath V.B.S. (04-01-2020. ) Scientometric analysis of social science and science disciplines in a developing nation: a case stud.Scientometrics, , 123 (1 ) ,113-142 More Information
Hieu L.M.; Thanh D.N.H.; Surya Prasath V.B. (04-01-2020. ) Second Order Monotone Difference Schemes with Approximation on Non-Uniform Grids for Two-Dimensional.Vestnik St. Petersburg University: Mathematics, , 53 (2 ) ,232-240 More Information
Attik M.; Missen M.M.S.; Coustaty M.; Choi G.S.; Alotaibi F.S.; Akhtar N.; Jhandir M.Z.; Prasath V.B.S.; Salamat N.; Husnain M. (02-01-2020. ) Correction: Opinionml-Opinion markup language for sentiment representation. [Symmetry 2019, 11, 545].Symmetry, , 12 (2 ) , More Information
Prasath V.B.S.; Thanh D.N.H.; Hung N.Q.; Hieu L.M. (01-01-2020. ) Multiscale Gradient Maps Augmented Fisher Information-Based Image Edge Detection.IEEE Access, , 8 ,141104-141110 More Information
Muthusenthil B.; Kim H.; Prasath V.B.S. (01-01-2020. ) Location Verification Technique for Cluster Based Geographical Routing in MANET.Informatica (Netherlands), , 31 (1 ) ,113-130 More Information
Thanh D.N.H.; Hien N.N.; Kalavathi P.; Prasath V.B.S. (01-01-2020. ) Adaptive Switching Weight Mean Filter for Salt and Pepper Image Denoising.Procedia Computer Science, , 171 ,292-301 More Information
Thanh D.N.H.; Kalavathi P.; Thanh L.T.; Prasath V.B.S. (01-01-2020. ) Chest X-Ray Image Denoising Using Nesterov Optimization Method with Total Variation Regularization.Procedia Computer Science, , 171 ,1961-1969 More Information
Isaka S.; Kawanaka H.; Prasath V.B.S.; Aronow B.J.; Tsuruoka S. (01-01-2020. ) Development of a web based image annotation tool for lung immunofluorescent confocal images .Joint Conference ISASE-MAICS 2018 - 4th International Symposium on Affective Science and Engineering 2018, and the 29th Modern Artificial Intelligence and Cognitive Science Conference, ,
Thanh D.N.H.; Hien N.N.; Surya Prasath V.B.; Erkan U.; Khamparia A. (01-01-2020. ) Adaptive thresholding skin lesion segmentation with gabor filters and principal component analysis.Advances in Intelligent Systems and Computing, , 1125 ,811-820 More Information
Thanh D.; Hien N.; Surya Prasath V.; Thanh L.; Hai N. (01-01-2020. ) Automatic Initial Boundary Generation Methods Based on Edge Detectors for the Level Set Function of .Advances in Intelligent Systems and Computing, , 1014 ,171-181 More Information
Li, Guangyuan; Iyer, Balaji; Prasath, V B Surya; Ni, Yizhao; Salomonis, Nathan (2020. ) DeepImmuno: Deep learning-empowered prediction and generation of immunogenic peptides for T cell immunity.bioRxiv : the preprint server for biology, , More Information
Thanh, Dang N H; Prasath, V B Surya; Hieu, Le Minh; Hien, Nguyen Ngoc (2020. ) Melanoma Skin Cancer Detection Method Based on Adaptive Principal Curvature, Colour Normalisation and Feature Extraction with the ABCD Rule.Journal of digital imaging, , 33 (3 ) ,574-585 More Information
Bidani, Shiv; Priya, R Padma; Vijayarajan, V; Prasath, V B Surya (2020. ) Automatic body mass index detection using correlation of face visual cues.Technology and health care : official journal of the European Society for Engineering and Medicine, , 28 (1 ) ,107-112 More Information
Hassanat A.; Almohammadi K.; Alkafaween E.; Abunawas E.; Hammouri A.; Prasath V.B.S. (12-01-2019. ) Choosing mutation and crossover ratios for genetic algorithms-a review with a new dynamic approach.Information (Switzerland), , 10 (12 ) , More Information
Son N.V.; Thanh D.N.H.; Erkan U.; Surya Prasath V.B. (12-01-2019. ) An image inpainting method based on adaptive fuzzy switching median.Proceedings - 2019 6th NAFOSTED Conference on Information and Computer Science, NICS 2019, , 357-362 More Information
Hue N.M.; Thanh D.N.H.; Thanh L.T.; Ngoc Hien N.; Surya Prasath V.B. (12-01-2019. ) Image denoising with overlapping group sparsity and second order total variation regularization.Proceedings - 2019 6th NAFOSTED Conference on Information and Computer Science, NICS 2019, , 370-374 More Information
Isaka S.; Kawanaka H.; Aronow B.J.; Prasath V.B.S. (11-01-2019. ) Multi-Class Segmentation of Lung Immunofluorescence Confocal Images Using Deep Learning.Proceedings - 2019 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2019, , 2362-2368 More Information
Thanh L.T.; Thanh D.N.H.; Hue N.M.; Prasath V.B.S. (11-01-2019. ) Single image dehazing based on adaptive histogram equalization and linearization of gamma correction.Proceedings of 2019 25th Asia-Pacific Conference on Communications, APCC 2019, , 36-40 More Information
Thanh L.T.; Thanh D.N.H.; Prasath V.B.S. (11-01-2019. ) Adaptive texts deconvolution method for real natural images.Proceedings of 2019 25th Asia-Pacific Conference on Communications, APCC 2019, , 110-115 More Information
Hai N.H.; Thanh D.N.H.; Hien N.N.; Premachandra C.; Prasath V.B.S. (10-01-2019. ) A fast denoising algorithm for X-ray images with variance stabilizing transform.Proceedings of 2019 11th International Conference on Knowledge and Systems Engineering, KSE 2019, , More Information
Mousavi S.M.H.; Prasath V.B.S. (10-01-2019. ) Persian classical music instrument recognition (PCMIR) using a novel Persian music database.2019 9th International Conference on Computer and Knowledge Engineering, ICCKE 2019, , 122-130 More Information
Pranav A.; Rajeshkannan R.; Vijayarajan V.; Prasath V.B.S. (09-01-2019. ) BREAK, MAKE and TAKE: an information retrieval approach.Sadhana - Academy Proceedings in Engineering Sciences, , 44 (9 ) , More Information
Iqbal N.; Saad Missen M.M.; Salamat N.; Prasath V.B.S. (07-19-2019. ) On video based human abnormal activity detection with histogram of oriented gradients.Handbook of Multimedia Information Security: Techniques and Applications, , 431-448 More Information
Missen M.M.S.; Javed A.; Asmat H.; Nosheen M.; Coustaty M.; Salamat N.; Prasath V.B.S. (07-03-2019. ) Systematic review and usability evaluation of writing mobile apps for children.New Review of Hypermedia and Multimedia, , 25 (3 ) ,137-160 More Information
Al-Btoush A.I.; Abbadi M.A.; Hassanat A.B.; Tarawneh A.S.; Hasanat A.; Prasath V.B.S. (06-01-2019. ) New Features for Eye-Tracking Systems: Preliminary Results.2019 10th International Conference on Information and Communication Systems, ICICS 2019, , 179-184 More Information
Thanh D.; Thanh L.; Prasath V.; Erkan U. (05-13-2019. ) An improved BPDF filter for high density salt and pepper denoising.RIVF 2019 - Proceedings: 2019 IEEE-RIVF International Conference on Computing and Communication Technologies, , More Information
Thanh D.N.H.; Prasath V.B.S.; Hieu L.M.; Kawanaka H. (05-01-2019. ) Image inpainting method based on mixed median.2019 Joint 8th International Conference on Informatics, Electronics and Vision, ICIEV 2019 and 3rd International Conference on Imaging, Vision and Pattern Recognition, icIVPR 2019 with International Conference on Activity and Behavior Computing, ABC 2019, , 24-29 More Information
Thanh D.N.H.; Van Son N.; Prasath V.B.S. (04-22-2019. ) Distorted image reconstruction method with trimmed median.Proceedings - 2019 3rd International Conference on Recent Advances in Signal Processing, Telecommunications and Computing, SigTelCom 2019, , 58-62 More Information
Thanh D.N.H.; Erkan U.; Surya Prasath V.B.; Kumar V.; Hien N.N. (04-01-2019. ) A skin lesion segmentation method for dermoscopic images based on adaptive thresholding with normali.Proceedings - 2019 6th International Conference on Electrical and Electronics Engineering, ICEEE 2019, , 116-120 More Information
Christy Jackson J.; Rekha D.; Vijayakumar V.; Surya Prasath V.B. (04-01-2019. ) Broadcast scheduling problem in VANETs: A discrete genetic algorithm approach .International Journal of Recent Technology and Engineering, , 7 (6 ) ,360-366
Missen M.M.S.; Coustaty M.; Choi G.S.; Alotaibi F.S.; Akhtar N.; Jhandir M.Z.; Prasath V.B.S.; Salamat N.; Husnain M. (04-01-2019. ) OpinionML-Opinion markup language for sentiment representation.Symmetry, , 11 (4 ) , More Information
Gochhayat S.P.; Kaliyar P.; Conti M.; Tiwari P.; Prasath V.B.S.; Gupta D.; Khanna A. (03-01-2019. ) LISA: Lightweight context-aware IoT service architecture.Journal of Cleaner Production, , 212 ,1345-1356 More Information
Yonekura A.; Kawanaka H.; Surya Prasath V.; Aronow B.; Tsuruoka S. (02-12-2019. ) Glioma subtypes clustering method using histopathological image analysis.2018 Joint 7th International Conference on Informatics, Electronics and Vision and 2nd International Conference on Imaging, Vision and Pattern Recognition, ICIEV-IVPR 2018, , 442-446 More Information
Thanh D.; Surya Prasath V.; Thanh L. (01-09-2019. ) Total Variation L1 Fidelity Salt-and-Pepper Denoising with Adaptive Regularization Parameter.NICS 2018 - Proceedings of 2018 5th NAFOSTED Conference on Information and Computer Science, , 400-405 More Information
Surya Prasath V. (01-01-2019. ) Video denoising with adaptive temporal averaging.Engineering Review, , 39 (3 ) ,243-247 More Information
Thanh D.; Prasath V.; Hieu L. (01-01-2019. ) A review on CT and X-ray images denoising methods.Informatica (Slovenia), , 43 (2 ) ,151-159 More Information
Mousavi S.M.H.; Lyashenko V.; Prasath V.B.S. (01-01-2019. ) Analysis of a robust edge detection system in different color spaces using color and depth images.Computer Optics, , 43 (4 ) ,632-646 More Information
Prasath S.; Thanh D. (01-01-2019. ) Structure tensor adaptive total variation for image restoration.Turkish Journal of Electrical Engineering and Computer Sciences, , 27 (2 ) ,1147-1156 More Information
Thanh D.; Sergey D.; Surya Prasath V.; Hai N. (01-01-2019. ) Blood vessels segmentation method for retinal fundus images based on adaptive principal curvature an.International Archives of the Photogrammetry, Remote Sensing and Spatial Information Sciences - ISPRS Archives, , 42 (2/W12 ) ,211-218 More Information
Hai N.H.; Hieu L.M.; Thanh D.N.H.; Son N.V.; Surya Prasath V.B. (01-01-2019. ) An adaptive image inpainting method based on the weighted mean.Informatica (Slovenia), , 43 (4 ) ,507-513 More Information
Abu Alfeilat, Haneen Arafat; Hassanat, Ahmad B A; Lasassmeh, Omar; Tarawneh, Ahmad S; Alhasanat, Mahmoud Bashir; Eyal Salman, Hamzeh S; Prasath, V B Surya (2019. ) Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review.Big data, , 7 (4 ) ,221-248 More Information
Prasath, V B Surya; Pelapur, Rengarajan; Seetharaman, Guna; Palaniappan, Kannappan (2019. ) Multiscale Structure Tensor for Improved Feature Extraction and Image Regularization.IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, , 28 (12 ) ,6198-6210 More Information
Hassanat A.; Prasath V.; Al-kasassbeh M.; Tarawneh A.; Al-shamailh A. (11-01-2018. ) Magnetic energy-based feature extraction for low-quality fingerprint images.Signal, Image and Video Processing, , 12 (8 ) ,1471-1478 More Information
Surya Prasath V.B.; Thanh D.N.H.; Hai N.H. (09-13-2018. ) Regularization parameter selection in image restoration with inverse gradient: Single scale or multi.2018 IEEE 7th International Conference on Communications and Electronics, ICCE 2018, , 278-282 More Information
Surya Prasath V.; Thanh D.; Hai N. (09-13-2018. ) On selecting the appropriate scale in image selective smoothing by nonlinear diffusion.2018 IEEE 7th International Conference on Communications and Electronics, ICCE 2018, , 267-272 More Information
Yonekura A.; Kawanaka H.; Prasath V.B.S.; Aronow B.J.; Takase H. (08-01-2018. ) Automatic disease stage classification of glioblastoma multiforme histopathological images using dee.Biomedical Engineering Letters, , 8 (3 ) ,321-327 More Information
Hassanat A.; Prasath V.; Abbadi M.; Abu-Qdari S.; Faris H. (07-07-2018. ) An improved Genetic Algorithm with a new initialization mechanism based on Regression techniques.Information (Switzerland), , 9 (7 ) , More Information
Hassanat A.; Altarawneh G.; Tarawneh A.; Faris H.; Alhasanat M.; De Voogt A.; Al-Rawashdeh B.; Alshamaileh M.; Prasath S. (07-01-2018. ) On computerizing the ancient game of ?b.International Journal of Gaming and Computer-Mediated Simulations, , 10 (3 ) ,20-40 More Information
Prasath V.B.S.; Moreno J.C. (05-01-2018. ) On convergent finite difference schemes for variational–PDE-based image processing.Computational and Applied Mathematics, , 37 (2 ) ,1562-1580 More Information
Yonekura A.; Kawanaka H.; Prasath V.B.S.; Aronow B.J.; Takase H. (04-16-2018. ) Glioblastoma multiforme tissue histopathology images based disease stage classification with deep CN.2017 6th International Conference on Informatics, Electronics and Vision and 2017 7th International Symposium in Computational Medical and Health Technology, ICIEV-ISCMHT 2017, , 2018-January ,1-5 More Information
Prasath V.B.S.; Vorotnikov D. (03-01-2018. ) On time adaptive critical variable exponent vectorial diffusion flows and their applications in imag.Nonlinear Analysis, Theory, Methods and Applications, , 168 ,176-197 More Information
Rashid A.; Salamat N.; Prasath V.B.S. (03-01-2018. ) An Algorithm for Data Hiding in Radiographic Images and ePHI/R Application.Technologies, , 6 (1 ) , More Information
Kassim Y.M.; Prasath V.B.S.; Glinskii O.V.; Glinsky V.V.; Huxley V.H.; Palaniappan K. (02-20-2018. ) Microvasculature segmentation of arterioles using deep CNN.Proceedings - International Conference on Image Processing, ICIP, , 2017-September ,580-584 More Information
Saad Missen M.M.; Coustaty M.; Salamat N.; Prasath V.B.S. (01-02-2018. ) SentiML ++: an extension of the SentiML sentiment annotation scheme.New Review of Hypermedia and Multimedia, , 24 (1 ) ,28-43 More Information
Yonekura, Asami; Kawanaka, Hiroharu; Prasath, V B Surya; Aronow, Bruce J; Takase, Haruhiko (2018. ) Automatic disease stage classification of glioblastoma multiforme histopathological images using deep convolutional neural network.Biomedical engineering letters, , 8 (3 ) ,321-327 More Information
Pelapur R.; Prasath V.; Moreno J.; Heck M. (12-15-2017. ) 3D workflow for segmentation and interactive visualization in brain MR images using multiphase activ.Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017, , 2017-January ,921-926 More Information
Yonekura A.; Kawanaka H.; Prasath V.B.S.; Aronow B.J.; Takase H. (12-15-2017. ) Improving the generalization of disease stage classification with deep CNN for Glioma histopathologi.Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017, , 2017-January ,1222-1226 More Information
Prasath V.; Kawanaka H. (12-15-2017. ) Near-light perspective shape from shading for 3D visualizations in endoscopy systems.Proceedings - 2017 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2017, , 2017-January ,2293-2295 More Information
Prasath V.; Thanh D.; Hai N.; Cuong N. (12-07-2017. ) Image restoration with total variation and iterative regularization parameter estimation.ACM International Conference Proceeding Series, , 2017-December ,378-384 More Information
Chen L.; Prasath V. (12-01-2017. ) Measuring bone density connectivity using dual energy X-ray absorptiometry images.International Journal of Fuzzy Logic and Intelligent Systems, , 17 (4 ) ,235-244 More Information
Prasath V. (10-01-2017. ) Image denoising by anisotropic diffusion with inter-scale information fusion.Pattern Recognition and Image Analysis, , 27 (4 ) ,748-753 More Information
Kassim Y.; Prasath V.; Glinskii O.; Glinsky V.; Huxley V.; Palaniappan K. (08-14-2017. ) Confocal vessel structure segmentation with optimized feature bank and random forests.Proceedings - Applied Imagery Pattern Recognition Workshop, , More Information
Aktar R.; Prasath V.; Aliakbarpour H.; Sampathkumar U.; Seetharaman G.; Palaniappan K. (08-14-2017. ) Video haze removal and poisson blending based mini-mosaics for wide area motion imagery.Proceedings - Applied Imagery Pattern Recognition Workshop, , More Information
Sampathkmar U.; Surya Prasath V.B.; Meenay S.; Palaniappan K. (08-14-2017. ) Assisted ground truth generation using interactive segmentation on a visualization and annotation to.Proceedings - Applied Imagery Pattern Recognition Workshop, , More Information
Prasath V.; Surineniy S.; Gao K.; Seetharamanz G.; Palaniappan K. (08-14-2017. ) CSANG: Continuous scale anisotropic gaussians for robust linear structure extraction.Proceedings - Applied Imagery Pattern Recognition Workshop, , More Information
Kalavathi P.; Senthamilselvi M.; Prasath V.B.S. (06-01-2017. ) Review of Computational Methods on Brain Symmetric and Asymmetric Analysis from Neuroimaging Techniq.Technologies, , 5 (2 ) , More Information
Hassanat A.; Btoush E.; Abbadi M.; Al-Mahadeen B.; Al-Awadi M.; Mseidein K.; Almseden A.; Tarawneh A.; Alhasanat M.; Prasath V.; Al-Alem F. (05-08-2017. ) Victory sign biometrie for terrorists identification: Preliminary results.2017 8th International Conference on Information and Communication Systems, ICICS 2017, , 182-187 More Information
Aliakbarpour H.; Ferreira J.; Prasath V.; Palaniappan K.; Seetharaman G.; Dias J. (05-01-2017. ) A probabilistic fusion framework for 3-D reconstruction using heterogeneous sensors.IEEE Sensors Journal, , 17 (9 ) ,2640-2641 More Information
Prasath V.B.S. (03-01-2017. ) Polyp detection and segmentation from video capsule endoscopy: A review.Journal of Imaging, , 3 (1 ) , More Information
Hassanat A.B.A.; Prasath V.B.S.; Mseidein K.I.; Al-Awadi M.; Hammouri A.M. (01-01-2017. ) A hybridwavelet-shearlet approach to robust digital imagewatermarking .Informatica (Slovenia), , 41 (1 ) ,3-24
Prasath V. (01-01-2017. ) Quantum Noise Removal in X-Ray Images with Adaptive Total Variation Regularization.Informatica (Netherlands), , 28 (3 ) ,505-515 More Information
Hassanat A.B.; Prasath V.B.S.; Al-Mahadeen B.M.; Alhasanat S.M.M. (01-01-2017. ) Classification and gender recognition from veiled-faces.International Journal of Biometrics, , 9 (4 ) ,347-364 More Information
Prasath, Vbs (2017. ) Vascularization from Flexible Imaging Color Enhancement (FICE) for polyp localization. Journal of medicine and life, , 10 (2 ) ,147-149
Prasath, V B Surya (2017. ) App Review Series: Radiology Pocket Game.Journal of digital imaging, , 30 (2 ) ,127-129 More Information
Fukuma K.; Surya Prasath V.B.; Kawanaka H.; Aronow B.J.; Takase H. (11-07-2016. ) A study on feature extraction and disease stage classification for glioma pathology images.2016 IEEE International Conference on Fuzzy Systems, FUZZ-IEEE 2016, , 2150-2156 More Information
Prasath V. (09-01-2016. ) Adaptive coherence-enhancing diffusion flow for color images .Informatica (Slovenia), , 40 (3 ) ,337-342
Moreno J.C.; Prasath V.B.S.; Neves J.C. (05-01-2016. ) Color image processing by vectorial total variation with gradient channels coupling.Inverse Problems and Imaging, , 10 (2 ) ,461-497 More Information
Moreno J.C.; Surya Prasath V.B.; Santos G.; Proença H. (03-01-2016. ) Robust Periocular Recognition by Fusing Sparse Representations of Color and Geometry Information.Journal of Signal Processing Systems, , 82 (3 ) ,403-417 More Information
Kalavathi P.; Surya Prasath V. (03-01-2016. ) Automatic segmentation of cerebral hemispheres in MR human head scans.International Journal of Imaging Systems and Technology, , 26 (1 ) ,15-23 More Information
Fukuma K.; Prasath V.B.S.; Kawanaka H.; Aronow B.J.; Takase H. (01-01-2016. ) A Study on Nuclei Segmentation, Feature Extraction and Disease Stage Classification for Human Brain .Procedia Computer Science, , 96 ,1202-1210 More Information
Aliakbarpour H.; Prasath V.B.S.; Palaniappan K.; Seetharaman G.; Dias J. (01-01-2016. ) Heterogeneous multi-view information fusion: Review of 3-D reconstruction methods and a new registra.IEEE Access, , 4 ,8264-8285 More Information
Prasath V.B.S.; Kassim Y.M.; Oraibi Z.A.; Guiriec J.B.; Hafiane A.; Seetharaman G.; Palaniappan K. (01-01-2016. ) HEp-2 cell classification and segmentation using motif texture patterns and spatial features with ra.Proceedings - International Conference on Pattern Recognition, , 0 ,90-95 More Information
Prasath V.; Delhibabu R. (01-01-2016. ) Automatic mucosa detection in video capsule endoscopy with adaptive thresholding.Advances in Intelligent Systems and Computing, , 410 ,95-102 More Information
Surya Prasath V.B.; Kalavathi P. (01-01-2016. ) Mixed noise removal using hybrid fourth order mean curvature motion.Advances in Intelligent Systems and Computing, , 425 ,625-632 More Information
Sarmiento, C I; San-Juan, D; Prasath, V B S (2016. ) Letter to the Editor: Brief history of transcranial direct current stimulation (tDCS): from electric fishes to microcontrollers.Psychological medicine, , 46 (15 ) ,3259-3261 More Information
Kalavathi, P; Prasath, V B Surya (2016. ) Methods on Skull Stripping of MRI Head Scan Images-a Review.Journal of digital imaging, , 29 (3 ) ,365-79 More Information
Prasath V.; Kawanaka H. (12-16-2015. ) Vascularization features for polyp localization in capsule endoscopy.Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015, , 1740-1742 More Information
Prasath V.; Fukuma K.; Aronow B.; Kawanaka H. (12-16-2015. ) Cell nuclei segmentation in glioma histopathology images with color decomposition based active conto.Proceedings - 2015 IEEE International Conference on Bioinformatics and Biomedicine, BIBM 2015, , 1734-1736 More Information
Aliakbarpour H.; Surya Prasath V.; Dias J. (12-01-2015. ) On optimal multi-sensor network configuration for 3D registration.Journal of Sensor and Actuator Networks, , 4 (4 ) ,293-314 More Information
Prasath V.B.S.; Vorotnikov D.; Pelapur R.; Jose S.; Seetharaman G.; Palaniappan K. (12-01-2015. ) Multiscale tikhonov-total variation image restoration using spatially varying edge coherence exponen.IEEE Transactions on Image Processing, , 24 (12 ) ,5220-5235 More Information
Prasath V.; Urbano J.; Vorotnikov D. (09-24-2015. ) Analysis of adaptive forward-backward diffusion flows with applications in image processing.Inverse Problems, , 31 (10 ) , More Information
Prasath V.B.S.; Pelapur R.; Glinskii O.V.; Glinsky V.V.; Huxley V.H.; Palaniappan K. (07-21-2015. ) Multiscale tensor anisotropic filtering of fluorescence microscopy for denoising microvasculature.Proceedings - International Symposium on Biomedical Imaging, , 2015-July ,540-543 More Information
Surya Prasath V.; Delhibabu R. (01-01-2015. ) Image inpainting with modified f-transform.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), , 8947 ,856-867 More Information
Surya Prasath V.; Delhibabu R. (01-01-2015. ) Image restoration with fuzzy coefficient driven anisotropic diffusion.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), , 8947 ,145-155 More Information
Surya Prasath V.; Delhibabu R. (01-01-2015. ) Automatic contrast enhancement for wireless capsule endoscopy videos with spectral optimal contrast-.Smart Innovation, Systems and Technologies, , 31 ,243-250 More Information
Surya Prasath V.B.; Delhibabu R.; Delhibabu R.; Delhibabu R. (01-01-2015. ) Automatic image segmentation for video capsule endoscopy.SpringerBriefs in Applied Sciences and Technology, , 6 ,73-80 More Information
Surya Prasath V. (01-01-2015. ) On fuzzification of color spaces for medical decision support in video capsule endoscopy .CEUR Workshop Proceedings, , 1353 ,147-151
Fukuma K.; Kawanaka H.; Prasath S.; Aronow B.J.; Takase H. (01-01-2015. ) Feature extraction and disease stage classification for Glioma histopathology images.2015 17th International Conference on E-Health Networking, Application and Services, HealthCom 2015, , 598-599 More Information
Surya Prasath V.; Delhibabu R. (01-01-2015. ) Color image restoration with Fuzzy Gaussian mixture model driven nonlocal filter.Communications in Computer and Information Science, , 542 ,137-145 More Information
Prasath, V B Surya; Vorotnikov, Dmitry; Pelapur, Rengarajan; Jose, Shani; Seetharaman, Guna; Palaniappan, Kannappan (2015. ) Multiscale Tikhonov-Total Variation Image Restoration Using Spatially Varying Edge Coherence Exponent.IEEE transactions on image processing : a publication of the IEEE Signal Processing Society, , 24 (12 ) ,5220-35 More Information
Prasath, V B S; Pelapur, R; Glinskii, O V; Glinsky, V V; Huxley, V H; Palaniappan, K (2015. ) MULTISCALE TENSOR ANISOTROPIC FILTERING OF FLUORESCENCE MICROSCOPY FOR DENOISING MICROVASCULATURE.Proceedings. IEEE International Symposium on Biomedical Imaging, , 2015 ,540-543 More Information
Moreno J.C.; Surya Prasath V.B.; Proença H.; Palaniappan K. (08-01-2014. ) Fast and globally convex multiphase active contours for brain MRI segmentation.Computer Vision and Image Understanding, , 125 ,237-250 More Information
Meena S.; Prasath V.B.S.; Palaniappan K.; Seetharaman G. (01-28-2014. ) Elastic body spline based image segmentation.2014 IEEE International Conference on Image Processing, ICIP 2014, , 4378-4382 More Information
Prasath V.B.S.; Haddad O. (01-01-2014. ) Radar shadow detection in synthetic aperture radar images using digital elevation model and projecti.Journal of Applied Remote Sensing, , 8 (1 ) , More Information
Prasath V.B.S.; Pelapur R.; Palaniappan K.; Seetharaman G. (01-01-2014. ) Feature fusion and label propagation for textured object video segmentation.Proceedings of SPIE - The International Society for Optical Engineering, , 9089 , More Information
Surya Prasath V.; Delhibabu R. (01-01-2014. ) Automatic contrast parameter estimation in anisotropic diffusion for image restoration.Communications in Computer and Information Science, , 436 ,198-206 More Information
Surya Prasath V.; Vorotnikov D. (01-01-2014. ) Weighted and well-balanced anisotropic diffusion scheme for image denoising and restoration.Nonlinear Analysis: Real World Applications, , 17 (1 ) ,33-46 More Information
Prasath V.B.S.; Vorotnikov D. (01-01-2014. ) On a system of adaptive coupled PDEs for image restoration.Journal of Mathematical Imaging and Vision, , 48 (1 ) ,35-52 More Information
Pelapur, Rengarajan; Prasath, V B Surya; Bunyak, Filiz; Glinskii, Olga V; Glinsky, Vladislav V; Huxley, Virginia H; Palaniappan, Kannappan (2014. ) Multi-focus image fusion using epifluorescence microscopy for robust vascular segmentation.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, , 2014 ,4735-8 More Information
Moreno J.; Surya Prasath V.; Proença H. (12-01-2013. ) Robust periocular recognition by fusing local to holistic sparse representations.SIN 2013 - Proceedings of the 6th International Conference on Security of Information and Networks, , 160-164 More Information
Prasath V.; Moreno J. (01-01-2013. ) Feature preserving anisotropic diffusion for image restoration.2013 4th National Conference on Computer Vision, Pattern Recognition, Image Processing and Graphics, NCVPRIPG 2013, , More Information
Prasath V.B.S.; Palaniappan K.; Seetharaman G. (12-01-2012. ) Multichannel texture image segmentation using local feature fitting based variational active contour.ACM International Conference Proceeding Series, , More Information
Figueiredo I.; Moreno J.; Prasath V. (10-26-2012. ) Texture image segmentation with smooth gradients and local information .Computational Modelling of Objects Represented in Images: Fundamentals, Methods and Applications III - Proceedings of the International Symposium, CompIMAGE 2012, , 115-119
Figueiredo I.; Moreno J.; Prasath V.; Figueiredo P. (07-27-2012. ) A segmentation model and application to endoscopic images.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), , 7325 LNCS (PART 2 ) ,164-171 More Information
Prasath V.B.S.; Singh A. (01-01-2012. ) AN ADAPTIVE DIFFUSION SCHEME for IMAGE RESTORATION and SELECTIVE SMOOTHING.International Journal of Image and Graphics, , 12 (1 ) , More Information
Prasath, V B Surya; Figueiredo, Isabel N; Figueiredo, Pedro N; Palaniappan, K (2012. ) Mucosal region detection and 3D reconstruction in wireless capsule endoscopy videos using active contours.Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual International Conference, , 2012 ,4014-7 More Information
Prasath V. (12-01-2011. ) Awell-posed multiscale regularization scheme for digital image denoising.International Journal of Applied Mathematics and Computer Science, , 21 (4 ) ,769-777 More Information
Surya Prasath V. (11-16-2011. ) Weighted laplacian differences based multispectral anisotropic diffusion.International Geoscience and Remote Sensing Symposium (IGARSS), , 4042-4045 More Information
Figueiredo P.; Figueiredo I.; Prasath S.; Tsai R. (09-19-2011. ) Automatic polyp detection in pillcam colon 2 capsule images and videos: Preliminary feasibility repo.Diagnostic and Therapeutic Endoscopy, , More Information
Prasath S.; Singh A. (12-01-2010. ) Multichannel image restoration using combined channel information and robust M-estimator approach .International Journal of Tomography and Statistics, , 15 (F10 ) ,9-22
Singh A.; Prasath V.B.S. (05-26-2010. ) Well-posed inhomogeneous nonlinear diffusion scheme for digital image denoising.Journal of Applied Mathematics, , 2010 , More Information
Surya Prasath V.B.; Singh A. (01-15-2010. ) A hybrid convex variational model for image restoration.Applied Mathematics and Computation, , 215 (10 ) ,3655-3664 More Information
Prasath V.; Singh A. (01-01-2010. ) Multispectral image denoising by well-posed anisotropic diffusion scheme with channel coupling.International Journal of Remote Sensing, , 31 (8 ) ,2091-2099 More Information
Prasath V.B.S. (12-01-2009. ) Color image segmentation based on vectorial multiscale diffusion with inter-scale linking.Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics), , 5909 LNCS ,339-344 More Information
Prasath V.; Singh A. (04-08-2009. ) Ringing artifact reduction in blind image deblurring and denoising problems by regularization method.Proceedings of the 7th International Conference on Advances in Pattern Recognition, ICAPR 2009, , 333-336 More Information
Prasath V.B.S.; Singh A. (12-01-2008. ) Edge detectors based anisotropic diffusion for enhancement of digital images.Proceedings - 6th Indian Conference on Computer Vision, Graphics and Image Processing, ICVGIP 2008, , 33-38 More Information
Prasath V.B.S.; Singh A. (09-23-2008. ) Controlled inverse diffusion models for image restoration and enhancement.Proceedings - 1st International Conference on Emerging Trends in Engineering and Technology, ICETET 2008, , 90-94 More Information
Nakagaki R.; Debsarkar S.S.; Kawanaka H.; Aronow B.J.; Prasath V.B.S. (09-01-2024. ) Deep learning-based IDH1 gene mutation prediction using histopathological imaging and clinical data.Computers in Biology and Medicine, , 179 , More Information
Aetesam H.; Maji S.K.; Prasath V.B.S. (08-19-2024. ) Hyperspectral image restoration using noise gradient and dual priors under mixed noise conditions.CAAI Transactions on Intelligence Technology, , More Information
Honors and Awards
2nd Best Abstract Award IBD Horizons, Cincinnati, USA, February 2023. Status:Recipient Level:National Type:Recognition
2nd Best Poster Award Computational Modeling of Biological Systems (SysMod) Community of Special Interest (COSI), Intelligent Systems for Molecular Biology (ISMB), Madison, WI, USA, July 2022. Status:Recipient Level:National Type:Recognition
Best Paper Award 10th International Conference on Informatics, Electronics & Vision (ICIEV), Online, 2021. Status:Recipient Level:International Type:Recognition
Second Place Award Capstone Poster Symposium, University of Cincinnati, Cincinnati, OH, USA 2019. Status:Recipient Level:University Type:Recognition
Student Advising
Ginga Sumi (Master ) Advisor 2023
Okubo Shunsuke (Master ) Advisor 2023
Lei Liu (Doctoral ) Chair Status:Completed 2021
Xiaoxuan Liu (Doctoral ) Chair Status:Completed 2022
Smruti Deoghare (Doctoral ) Chair Status:Completed 2024
Courses Taught
-BMIN-7054 DATA SCI BIOMED RES Level:Graduate
Contact Information
S10.433
3333 Burnet Ave MLC 7024
Cincinnati
Ohio, 45229
Phone: 513-636-2755
surya.prasath@cchmc.org