Surya Prasath

Surya Prasath

Asst Professor - Research Aff

Childrens Hospital Bldg R

512

COM Pediatrics CCHMC Aff Faculty - 0054

Professional Summary

Surya Prasath, PhD, is a mathematician with expertise in the application areas of image processing and computer vision. He received his PhD in mathematics from the Indian Institute of Technology Madras, India in 2009 (defended in March 2010). He has been a postdoctoral fellow at the Department of Mathematics, University of Coimbra, Portugal, for two years. From 2012 to 2017 he was with the Computational Imaging and VisAnalysis (CIVA) Lab at the University of Missouri, USA and worked on various mathematical image processing and computer vision problems. He had summer fellowships/visits at Kitware Inc. NY, USA, The Fields Institute, Canada, and IPAM, University of California Los Angeles (UCLA), USA. His main research interests include nonlinear PDEs, regularization methods, inverse and ill-posed problems, variational, PDE based image processing, and computer vision with applications in remote sensing, biomedical imaging domains.

Education

BSc, University of Madras India, 2002 (Mathematics)

MSc, Indian Institute of Technology Madras Chennai, India, 2004 (Mathematics)

PhD, Indian Institute of Technology Madras Chennai, India, 2010 (Mathematics)

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

Kassim, Yasmin M; Surya Prasath, V B; Glinskii, Olga V; Glinsky, Vladislav V; Huxley, Virginia H; Palaniappan, Kannappan (2016. )Confocal Vessel Structure Segmentation with Optimized Feature Bank and Random Forests. IEEE Applied Imagery Pattern Recognition Workshop : [proceedings]. IEEE Applied Imagery Pattern Recognition Workshop, ,2016 ,

Meena, Sachin; Surya Prasath, V B; Kassim, Yasmin M; Maude, Richard J; Glinskii, Olga V; Glinsky, Vladislav V; Huxley, Virginia H; Palaniappan, Kannappan (2016. )Multiquadric Spline-Based Interactive Segmentation of Vascular Networks.Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, ,2016 ,5913-5916

Kassim, Yasmin M; Surya Prasath, V B; Pelapur, Rengarajan; Glinskii, Olga V; Maude, Richard J; Glinsky, Vladislav V; Huxley, Virginia H; Palaniappan, Kannappan (2016. )Random Forests for Dura Mater Microvasculature Segmentation Using Epifluorescence Images.Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, ,2016 ,2901-2904

Figueiredo, Pedro N; Figueiredo, Isabel N; Prasath, Surya; Tsai, Richard (2011. )Automatic polyp detection in pillcam colon 2 capsule images and videos: preliminary feasibility report.Diagnostic and therapeutic endoscopy, ,2011 ,182435

Figueiredo, Isabel N; Moreno, JUAN; Prasath, Surya; Figueiredo, PEDRO; (2010. )A segmentation model using image gradient information and applications to endoscopic images .Preprint, ,10-30

Figueiredo, Pedro N; Figueiredo, Isabel N; Prasath, Surya; Tsai, Richard; (2011. )Automatic Polyp Detection in Pillcam Colon 2 Capsule Images and Videos: Preliminary Feasibility Report .Diagnostic and Therapeutic Endoscopy, ,2011 ,

Figueiredo, Isabel N; Prasath, Surya; Tsai, Yen-Hsi R; Figueiredo, Pedro N; (2010. )Automatic detection and segmentation of colonic polyps in wireless capsule images .Preprint, ,10-37

Prasath, VB Surya; Singh, Arindama; (2009. )Ringing artifact reduction in blind image deblurring and denoising problems by regularization methods .Advances in Pattern Recognition, 2009. ICAPR'09. Seventh International Conference on, ,333-336

Prasath, VBS; Singh, Arindama; (2010. )Well-posed inhomogeneous nonlinear diffusion scheme for digital image denoising .Journal of Applied Mathematics, ,2010 ,

Surya Prasath, VB; Singh, Arindama; (2010. )A hybrid convex variational model for image restoration .Applied Mathematics and Computation, ,215 (10 ),3655-3664

Prasath, VB Surya; Singh, Arindama; (2008. )Edge detectors based anisotropic diffusion for enhancement of digital images .Computer Vision, Graphics & Image Processing, 2008. ICVGIP'08. Sixth Indian Conference on, ,33-38

Prasath, VB Surya; Singh, Arindama; (2012. )An adaptive diffusion scheme for image restoration and selective smoothing .International Journal of Image and Graphics, ,12 (1 ),1250003

Prasath, VB Surya; Singh, Arindama; (2010. )Multichannel image restoration using combined channelinformation and robust M-estimator approach .International Journal of Tomography & Simulationâ?¢, ,15 (F10 ),9-22

Prasath, VB Surya; Singh, Arindama; (2010. )Multispectral image denoising by well-posed anisotropic diffusion scheme with channel coupling .International Journal of Remote Sensing, ,31 (8 ),2091-2099

Prasath, VB Surya; Singh, Arindama; (2008. )Controlled inverse diffusion models for image restoration and enhancement .Emerging Trends in Engineering and Technology, 2008. ICETET'08. First International Conference on, ,90-94

Prasath, V; (2009. )Color Image Segmentation Based on Vectorial Multiscale Diffusion with Inter-scale Linking .Pattern Recognition and Machine Intelligence, ,339-344

Prasath, V B Surya; (2011. )A well-posed multiscale regularization scheme for digital image denoising .International Journal of Applied Mathematics and Computer Science, ,21 (4 ),769-777

Prasath, VB Surya; (2011. )Weighted laplacian differences based multispectral anisotropic diffusion .IGARSS, ,4042-4045

Figueiredo, Isabel N; Moreno, Juan Carlos; Prasath, VB Surya; Figueiredo, Pedro N; (2012. )A segmentation model and application to endoscopic images .International Conference Image Analysis and Recognition, ,164-171

Prasath, VB Surya; Vorotnikov, Dmitry; (2014. )On a system of adaptive coupled PDEs for image restoration .Journal of mathematical imaging and vision, ,48 (1 ),35-52

Prasath, VB Surya; Figueiredo, Isabel N; Figueiredo, Pedro N; Palaniappan, Kannappan; (2012. )Mucosal region detection and 3D reconstruction in wireless capsule endoscopy videos using active contours .Engineering in Medicine and Biology Society (EMBC), 2012 Annual International Conference of the IEEE, ,4014-4017

Prasath, VBS; Palaniappan, Kannappan; Seetharaman, Guna; (2012. )Multichannel texture image segmentation using local feature fitting based variational active contours .Proceedings of the Eighth Indian Conference on Computer Vision, Graphics and Image Processing, ,78

Figueiredo, Isabel N; Moreno, Juan Carlos; Prasath, VB Surya; (2012. )Texture image segmentation with smooth gradients and local information. CompIMAGE, ,115-119

Prasath, VBS; Moreno, Juan C; Palaniappan, Kannappan; (2013. )Color image denoising by chromatic edges based vector valued diffusion .arXiv preprint arXiv:1304.5587, ,

Moreno, Juan C; Prasath, VB Surya; Proença, Hugo; Palaniappan, Kannappan; (2013. )Brain MRI segmentation with fast and globally convex multiphase active contours .arXiv preprint arXiv:1308.6056, ,

Prasath, VB Surya; Haddad, Oussama; (2014. )Radar shadow detection in synthetic aperture radar images using digital elevation model and projections .Journal of Applied Remote Sensing, ,8 (1 ),083628

Moreno, Juan C; Prasath, VBS; Proenca, Hugo; (2013. )Robust periocular recognition by fusing local to holistic sparse representations .Proceedings of the 6th International Conference on Security of Information and Networks, ,160-164

Prasath, VBS; Bunyak, F; Haddad, O; Glinskii, OV; Glinsky, VV; Huxley, VH; Palaniappan, K; (2013. )Robust filtering based segmentation and analysis of dura mater vasculature using epifluorescence microscopy .IEEE EMBS, ,2013 ,6055-6058

Prasath, VB Surya; Vorotnikov, D; (2014. )Weighted and well-balanced anisotropic diffusion scheme for image denoising and restoration .Nonlinear Analysis: Real World Applications, ,17 ,33-46

Figueiredo, Isabel N; Prasath, VB Surya; Tsai, Yen-Hsi R; Figueiredo, Pedro N; (2011. )Geometry Based Polyp Detection in Wireless Capsule Endoscopy Images .Computing in Image Processing, Computer Graphics, Virtual Surgery, and Sports, ,

Prasath, VBS; Moreno, Juan C; (2013. )Feature preserving anisotropic diffusion for image restoration .Computer Vision, Pattern Recognition, Image Processing and Graphics (NCVPRIPG), 2013 Fourth National Conference on, ,1-4

Prasath, VB Surya; Pelapur, Rengarajan; Palaniappan, K; (2014. )Multi-scale directional vesselness stamping based segmentation for polyps from wireless capsule endoscopy .

Prasath, V. B. Surya; Moreno, Juan C.; Palaniappan, K; (2013. )On Convergent Finite Difference Schemes for Variational PDE Based Image Processing .

Prasath, VB Surya; Moreno, Juan C; (2016. )On convergent finite difference schemes for variationalâ??PDE-based image processing .Computational and Applied Mathematics, ,1-19

Prasath, VB Surya; Pelapur, Rengarajan; Palaniappan, Kannappan; Seetharaman, Gunasekaran; (2014. )Feature fusion and label propagation for textured object video segmentation .Proc. of SPIE Vol, ,9089 ,908904-1

Moreno, Juan C; Prasath, VB Surya; Proenca, Hugo; Palaniappan, Kannappan; (2014. )Fast and globally convex multiphase active contours for brain MRI segmentation .Computer Vision and Image Understanding, ,125 ,237-250

Pelapur, Rengarajan; Prasath, VB 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 .Engineering in Medicine and Biology Society (EMBC), 2014 Annual International Conference of the IEEE, ,4735-4738

Prasath, VB Surya; Haddad, O; Bunyak, F; Singh, Rahul K; Glinskii, O; Glinskii, V; Huxley, V; Palaniappan, K; (2013. )Computerized Dura Mater Laminae Analysis of Fluorescence Microscopy Images .Figshare, ,

Prasath, VB Surya; Delhibabu, Radhakrishnan; (2014. )Automatic contrast parameter estimation in anisotropic diffusion for image restoration .International Conference on Analysis of Images, Social Networks and Texts, ,198-206

Meena, Sachin; Prasath, VB Surya; Palaniappan, Kannappan; Seetharaman, Guna; (2014. )Elastic Body Spline Based Image Segmentation .Figshare, ,

Prasath, VB Surya; Delhibabu, Radhakrishnan; (2015. )Automatic image segmentation for video capsule endoscopy .Computational Intelligence in Medical Informatics, ,73-80

Prasath, VB Surya; Delhibabu, Radhakrishnan; (2015. )Automatic contrast enhancement for wireless capsule endoscopy videos with spectral optimal contrast-tone mapping .Computational Intelligence in Data Mining-Volume 1, ,243-250

Pelapur, Rengarajan; Prasath, VB 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 .Figshare, ,

Prasath, VB Surya; Bunyak, Filiz; Dale, Paul S; Frazier, Shellaine R; Palaniappan, Kannappan; (2012. )Segmentation of breast cancer tissue microarrays for computer-aided diagnosis in pathology .IEEE Healthcare Innovation Conference, ,

Meena, S; Prasath, VB Surya; Palaniappan, K; Seetharaman, G; (2014. )Elastic body spline based image segmentation .International Conference on Image Processing (ICIP), ,4378 - 4382

Prasath, VB Surya; Figueiredo, IN; Figueiredo, PN; (2011. )Colonic mucosa detection in wireless capsule endoscopic images and videos .Congress on Numerical Methods in Engineering (CMNE 2011), Coimbra, Portugal, ,

Prasath, VBS; Bunyak, F; Haddad, O; Glinskii, O; Glinskii, V; Huxley, V; Palaniappan, K; (2013. )Robust filtering based segmentation and analysis of dura mater vessels using epifluorescence microscopy .35th IEEE EMBC, ,6055-6058

Prasath, VB Surya; Pelapur, Rengarajan; Glinskii, O; Glinskii, V; Huxley, V; Palaniappan, K; (2015. )Multiscale Anisotropic Tensor Filtering of Fluorescence Microscopy for Denoising Vasculature .Figshare, ,

Prasath, VB Surya; (2015. )On Fuzzification of Color Spaces for Medical Decision Support in Video Capsule Endoscopy .Modern Artificial Intelligence and Cognitive Science (MAICS), ,1353 ,147-151

Prasath, VB Surya; Pelapur, Rengarajan; Glinskii, Olga V; Glinsky, Vladislav V; Huxley, Virginia H; Palaniappan, Kannappan; (2015. )Multiscale tensor anisotropic filtering of fluorescence microscopy for denoising microvasculature .Biomedical Imaging (ISBI), 2015 IEEE 12th International Symposium on, ,540-543

Moreno, Juan C; Prasath, VB; Vorotnikov, D; Proenca, Hugo; Palaniappan, K; (2015. )Adaptive diffusion constrained total variation scheme with application to cartoon+ texture+ edge' image decomposition .arXiv preprint arXiv:1505.00866, ,

Prasath, VBS; Palaniappan, K; Seetharaman, G; (2012. )Multichannel texture image segmentation using weighted feature fitting based variational active contours .Eighth Indian Conference on Vision, Graphics and Image Processing (ICVGIP), ,6

Prasath, VB Surya; Delhibabu, Radhakrishnan; (2014. )Image restoration with fuzzy coefficient driven anisotropic diffusion .International Conference on Swarm, Evolutionary, and Memetic Computing, ,145-155

Prasath, VB Surya; Delhibabu, Radhakrishnan; (2014. )Image Inpainting with Modified F-Transform .International Conference on Swarm, Evolutionary, and Memetic Computing, ,856-867

Moreno, J. C; Prasath, V. B. S; Santos, G; Proença, H; (2015. )Robust Periocular Recognition by Fusing Sparse Representations of Color and Geometry Information .Journal of Signal Processing Systems, ,

Prasath, V B S; Vorotnikov, D; Pelapur, R; Jose, S; Seetharaman, G; Palaniappan, K; (2015. )Multiscale Tikhonov-Total Variation Image Restoration Using Spatially Varying Edge Coherence Exponent .IEEE Transactions on Image Processing, ,24 (12 ),5220-5235

Prasath, VB Surya; Urbano, Jose Miguel; Vorotnikov, Dmitry; (2015. )Analysis of adaptive forward-backward diffusion flows with applications in image processing .Inverse Problems, ,31 (10 ),105008

Fukuma, Kiichi; Kawanaka, Hiroharu; Prasath, V B S; Aronow, Bruce J.; Takase, Haruhiko; (2015. )Feature extraction and disease stage classification for glioma histopathology images .IEEE International Conference on E-health Networking, Application & Services (HealthCom), ,

Aliakbarpour, Hadi; Prasath, VBS; Dias, Jorge; (2015. )On Optimal Multi-Sensor Network Configuration for 3D Registration .Journal of Sensor and Actuator Networks, ,4 (4 ),293-314

Kalavathi, P; Prasath, VB Surya; (2015. )Methods on Skull Stripping of MRI Head Scan Imagesâ??a Review .Journal of Digital Imaging, ,1-15

Prasath, VB Surya; Delhibabu, Radhakrishnan; (2015. )Color image restoration with fuzzy Gaussian mixture model driven nonlocal filter .International Conference on Analysis of Images, Social Networks and Texts, ,137-145

Prasath, VB Surya; Delhibabu, Radhakrishnan; (2016. )Automatic Mucosa Detection in Video Capsule Endoscopy with Adaptive Thresholding .Computational Intelligence in Data Miningâ??Volume 1: Proceedings of the International Conference on CIDM, 5-6 December 2015, ,410 ,95-102

Prasath, VBS; (2009. )Regularization and partial differential equations based image restoration .

Sarmiento, Carlos Ignacio; Prasath, VB Surya; (2015. )Design of a Novel Servo-motorized Laser Device for Visual Pathways Diseases Therapy .BRAIN. Broad Research in Artificial Intelligence and Neuroscience, ,6 (1-2 ),84-90

Prasath, VB Surya; Kalavathi, P; (2016. )Adaptive nonlocal filtering for brain MRI restoration .Advances in Signal Processing and Intelligent Recognition Systems, ,571-580

Prasath, VB Surya; Kalavathi, P; (2016. )Mixed Noise Removal Using Hybrid Fourth Order Mean Curvature Motion .Advances in Signal Processing and Intelligent Recognition Systems, ,625-632

Prasath, V. B. S.; Fukuma, K.; Aronow, B. J.; Kawanaka, H.; (2015. )Cell nuclei segmentation in glioma histopathology images with color decomposition based active contours .IEEE International Conference on Bioinformatics and Biomedicine (BIBM), ,1734-1736

Prasath, VB Surya; Kawanaka, Hiroharu; (2015. )Vascularization features for polyp localization in capsule endoscopy .Bioinformatics and Biomedicine (BIBM), 2015 IEEE International Conference on, ,1740-1742

Prasath, VB; Vorotnikov, Dmitry; (2016. )On time adaptive critical variable exponent vectorial diffusion flows and their applications in image processing .arXiv preprint arXiv:1603.06337, ,

Kalavathi, P; Surya Prasath, VB; (2016. )Automatic segmentation of cerebral hemispheres in MR human head scans .International Journal of Imaging Systems and Technology, ,26 (1 ),15-23

Moreno, Juan C; Prasath, VB Surya; Neves, Joao C; (2016. )Color image processing by vectorial total variation with gradient channels coupling .Inverse Problems and Imaging, ,10 (2 ),461-497

Prasath, Surya; (2014. )Adaptive total variation regularization in image processing .5th International Conference on Computational Harmonic Analysis, ,

Prasath, Surya; (2014. )Dissipative solutions for generalized forward-backward diffusion equations .10th Mississippi State Conference on Differential Equations and Computational Simulations, ,

Sarmiento, CI; San-Juan, D; Prasath, VBS; (2016. )Brief history of transcranial direct current stimulation (tDCS): from electric fishes to microcontrollers .Psychological Medicine, ,46 (15 ),3529-3261

Kassim, Yasmin M; Prasath, VB Surya; Pelapur, Rengarajan; Glinskii, Olga V; Maude, Richard J; Glinsky, Vladislav V; Huxley, Virginia H; Palaniappan, Kannappan; (2016. )Random forests for dura mater microvasculature segmentation using epifluorescence images .Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, ,2901-2904

Fukuma, Kiichi; Prasath, VB Surya; Kawanaka, Hiroharu; Aronow, Bruce J; Takase, Haruhiko; (2016. )A study on nuclei segmentation, feature extraction and disease stage classification for human brain histopathological images .Procedia Computer Science, ,96 ,1202-1210

Meena, Sachin; Prasath, VB Surya; Kassim, Yasmin M; Maude, Richard J; Glinskii, Olga V; Glinsky, Vladislav V; Huxley, Virginia H; Palaniappan, Kannappan; (2016. )Multiquadric spline-based interactive segmentation of vascular networks .Engineering in Medicine and Biology Society (EMBC), 2016 IEEE 38th Annual International Conference of the, ,5913-5916

Prasath, VB; (2016. )Polyp detection and segmentation from video capsule endoscopy: A review .Journal of Imaging, ,3 (1 ),1

Sarmiento, Carlos I; Prasath, V. B. Surya; (2014. )Design of a Novel Servo-motorized Laser Device for Visual Pathways Diseases Therapies Based on Neuroplasticity .Ciencias Huasteca Boletín Científico de la Escuela Superior de Huejutla, ,2 (4 ),

Amaral-Silva, Henrique Tomaz; Murta-Jr, Luiz Otavio; de Azevedo-Marques, Paulo Mazzoncini; Wichert-Ana, Lauro; Prasath, VB; Studholme, Colin; (2016. )Validation of Tsallis Entropy In Inter-Modality Neuroimage Registration .arXiv preprint arXiv:1611.01730, ,

Fukuma, Kiichi; Prasath, VB Surya; Kawanaka, Hiroharu; Aronow, Bruce J; Takase, Haruhiko; (2016. )A study on feature extraction and disease stage classification for Glioma pathology images .Fuzzy Systems (FUZZ-IEEE), 2016 IEEE International Conference on, ,2150-2156

Prasath, VB Surya; (2016. )App Review Series: Radiology Pocket Game .Journal of Digital Imaging, ,30 (2 ),127-129

Kalavathi, P; Senthamilselvi, M; Prasath, VBS; (2017. )Review of Computational Methods on Brain Symmetric and Asymmetric Analysis from Neuroimaging Techniques .Technologies, ,5 (2 ),16

Aliakbarpour, Hadi; Prasath, VB Surya; Palaniappan, Kannappan; Seetharaman, Guna; Dias, Jorge; (2016. )Heterogeneous multi-view information fusion: Review of 3-D reconstruction methods and a new registration with uncertainty modeling .IEEE Access, ,4 ,8264-8285

Prasath, VB; (2016. )Adaptive Coherence-enhancing Diffusion Flow for Color Images .Informatica, ,40 (3 ),337-342

Figueiredo, Isabel N; Prasath, Surya; Tsai, Yen-Hsi R; Figueiredo, Pedro N; (2010. )ICES REPORT 10-36 .

Figueiredo, Isabel N; Moreno, Juan C; Prasath, VB Surya; Local Histogram Based Texture Image Segmentation with Smooth Gradients .

Aliakbarpour, Hadi; Ferreira, Joao F; Prasath, VB Surya; Palaniappan, Kannappan; Seetharaman, Guna; Dias, Jorge; (2017. )A Probabilistic Framework for 3D Reconstruction Using Heterogeneous Sensors .IEEE Sensors Journal, ,17 (9 ),2640-2641

Prasath, VB Surya; Kassim, Yasmin M; Oraibi, Zakariya A; Guiriec, Jean-Baptiste; Hafiane, Adel; Seetharaman, Guna; Palaniappan, Kannappan; (2016. )HEp-2 cell classification and segmentation using motif texture patterns and spatial features with random forests .Pattern Recognition (ICPR), 2016 23rd International Conference on, ,90-95

Hassanat, Ahmad BA; Prasath, VB Surya; Mseidein, Khalil I; Al-awadi, Mouhammd; Hammouri, Awni Mansoar; (2017. )A Hybrid Wavelet-Shearlet Approach to Robust Digital Image Watermarking .Informatica, ,41 (1 ),

Hassanat, Ahmad BA; Btoush, Eman; Abbadi, Mohammad Ali; Al-Mahadeen, Bassam M; Al-Awadi, Mouhammd; Mseidein, Khalil IA; Almseden, Amin M; Tarawneh, Ahmad S; Alhasanat, Mahmoud B; Prasath, VB Surya; (2017. )Victory sign biometric for terrorists identification: Preliminary results .Information and Communication Systems (ICICS), 2017 8th International Conference on, ,182-187

Prasath, VBS; (2017. )Vascularization from Flexible Imaging Color Enhancement (FICE) for polyp localization .Journal of medicine and life, ,10 (2 ),147

Prasath, VBS; Alfeilat, Haneen Arafat Abu; Lasassmeh, Omar; Hassanat, Ahmad; (2017. )Distance and Similarity Measures Effect on the Performance of K-Nearest Neighbor Classifier-A Review .arXiv preprint arXiv:1708.04321, ,

Kassim, Yasmin M; Prasath, VB Surya; Glinskii, Olga V; Glinsky, Vladislav V; Huxley, Virginia H; Palaniappan, Kannappan; (2016. )Confocal vessel structure segmentation with optimized feature bank and random forests .Applied Imagery Pattern Recognition Workshop (AIPR), 2016 IEEE, ,1-6

Aktar, Rumana; Prasath, VB Surya; Aliakbarpour, Hadi; Sampathkumar, Urmila; Seetharaman, Guna; Palaniappan, Kannappan; (2016. )Video haze removal and poisson blending based mini-mosaics for wide area motion imagery .Applied Imagery Pattern Recognition Workshop (AIPR), 2016 IEEE, ,1-7

Sampathkmar, Urmila; Prasath, VB Surya; Meena, Sachin; Palaniappan, Kannappan; (2016. )Assisted ground truth generation using interactive segmentation on a visualization and annotation tool .Applied Imagery Pattern Recognition Workshop (AIPR), 2016 IEEE, ,1-7

Prasath, VB Surya; Surineni, Sruthikesh; Gao, Ke; Seetharaman, Guna; Palaniappan, Kannappan; (2016. )Csang: continuous scale anisotropic Gaussians for robust linear structure extraction .Applied Imagery Pattern Recognition Workshop (AIPR), 2016 IEEE, ,1-7

Kassim, Yasmin M; Prasath, V BS; Glinskii, Olga V; Glinsky, Vladislav V; Huxley, Virginia H; Palaniappan, Kannappan; (2017. )Microvasculature segmentation of arterioles using deep CNN .2017 IEEE International Conference on Image Processing (ICIP), ,580-584

Prasath, VB; (2017. )Quantum Noise Removal in X-Ray Images with Adaptive Total Variation Regularization .Informatica, ,28 (3 ),505-515

Pelapur, Rengarajan; Prasath, VB Surya; Moreno, Juan C; Heck, Michael M; (2017. )3D Workflow for Segmentation and Interactive Visualization in Brain MR images using Multiphase Active Contours .IEEE International Conference on Bioinformatics and Biomedicine (BIBM), ,

Yonekura, Asami; Kawanaka, Hiroharu; Prasath, VB Surya; Aronow, Bruce J; Takase, Haruhiko; (2017. )A Proposal for Automatic Disease Stage Classification in Glioma Histopathology Images Using Deep CNN .IWRIS2017, ,20

Salamat, Nadeem; Prasath, VB Surya; Missen, Malik M Saad; (2017. )On Spatial Relations for Non-small Cells Lungs Cancer Interpretation .

Hassanat, Ahmad B; Prasath, VB Surya; Al-Mahadeen, Bassam M; Alhasanat, Samaher Madallah Moslem; (2017. )Classification and gender recognition from veiled-faces .International Journal of Biometrics, ,9 (4 ),347-364

Prasath, VB Surya; (2017. )Image denoising by anisotropic diffusion with inter-scale information fusion .Pattern Recognition and Image Analysis, ,27 (4 ),748-753

Yonekura, Asami; Kawanaka, Hiroharu; Prasath, VB Surya; Aronow, Bruce J; Takase, Haruhiko; (2017. )Improving the generalization of disease stage classification with deep CNN for glioma histopathological images .Bioinformatics and Biomedicine (BIBM), 2017 IEEE International Conference on, ,1222-1226

Prasath, VB Surya; Vorotnikov, Dmitry; (2018. )On time adaptive critical variable exponent vectorial diffusion flows and their applications in image processing I: Analysis .Nonlinear Analysis, ,168 ,176-197

Prasath, VB Surya; Kawanaka, Hiroharu; (2017. )Near-light perspective shape from shading for 3D visualizations in endoscopy systems .Bioinformatics and Biomedicine (BIBM), 2017 IEEE International Conference on, ,2293-2295

Kalavathi, P; Prasath, VB Surya; (2016. )methods on skull of MRI Head scan images-a Review .Journal of Digital Imageing, ,425 ,625-632

Yonekura, Asami; Kawanaka, Hiroharu; Prasath, VB Surya; Aronow, Bruce J; Takase, Haruhiko; (2017. )Glioblastoma multiforme tissue histopathology images based disease stage classification with deep CNN .Informatics, Electronics and Vision & 2017 7th International Symposium in Computational Medical and Health Technology (ICIEV-ISCMHT), 2017 6th International Conference on, ,1-5

Prasath, VB Surya; (2018. )Deep learning based computer-aided diagnosis for neuroimaging data: focused review and future potential .Neuroimmunology and Neuroinflammation, ,5 (1 ),

Rashid, Aqsa; Salamat, Nadeem; Prasath, VB; (2018. )An Algorithm for Data Hiding in Radiographic Images and ePHI/R Application .Technologies, ,6 (1 ),7

Yonekura, A; Kawanaka, H; Prasath, VBS; Aronow, BJ; Takase, H; (2017. )Disease stage classification for Glioblastoma Multiforme histopathological images using deep convolutional neural network .Joint 17th World Congress of International Fuzzy Systems Association and 9th International Conference on Soft Computing and Intelligent Systems (IFSA-SCIS), ,

Chen, Li; Prasath, VB Surya; (2017. )Measuring Bone Density Connectivity Using Dual Energy X-Ray Absorptiometry Images .International Journal of Fuzzy Logic and Intelligent Systems, ,17 (4 ),235-244

Hassanat, Ahmad BA; Btoush, Eman; Abbadi, Mohammad Ali; Al-Mahadeen, Bassam M; Al-Awadi, Mouhammd; Mseidein, Khalil IA; Almseden, Amin M; Tarawneh, Ahmad S; Alhasanat, Mahmoud B; Prasath, VB Surya; Victory Sign Biometric for Terrorists Identification: Preliminary Results, presentation .

Prasath, VB; Thanh, Dang NH; Hai, Nguyen H; Cuong, Ngo X; (2017. )Image Restoration With Total Variation and Iterative Regularization Parameter Estimation .Proceedings of the Eighth International Symposium on Information and Communication Technology, ,378-384

Saad Missen, Malik M; Coustaty, Mickael; Salamat, Nadeem; Prasath, VB Surya; (2018. )SentiML++: an extension of the SentiML sentiment annotation scheme .New Review of Hypermedia and Multimedia, ,24 (1 ),28-43

Hassanat, Ahmad BA; Prasath, VB Surya; Al-kasassbeh, Mouhammd; Tarawneh, Ahmad S; Al-shamailh, Ahmad J; (2018. )Magnetic energy-based feature extraction for low-quality fingerprint images .Signal, Image and Video Processing, ,1-8

Yonekura, Asami; Kawanaka, Hiroharu; Prasath, VB 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

Thanh, Dang NH; Prasath, VB Surya; (2018. )A Review on CT and X-Ray Images Denoising Methods .Informatica, ,42 (3 ),

Hassanat, Ahmad B; Prasath, VB; Abbadi, Mohammed Ali; Abu-Qdari, Salam Amer; Faris, Hossam; (2018. )An Improved Genetic Algorithm with a New Initialization Mechanism Based on Regression Techniques .Information (2078-2489), ,9 (7 ),

Prasath, VB Surya; Thanh, Dang NH; Hai, Nguyen H; (2018. )On Selecting the Appropriate Scale in Image Selective Smoothing by Nonlinear Diffusion .2018 IEEE Seventh International Conference on Communications and Electronics (ICCE), ,267-272

Prasath, VB Surya; (2018. )Automatic Image and Video Analysis for Capsule Endoscopy-An Open Frontier .International Journal of Robotic Engineering, ,3 (1 ),

Hassanat, Ahmad B; Altarawneh, Ghada; Tarawneh, Ahmad S; Faris, Hossam; Alhasanat, Mahmoud B; de Voogt, Alex; Al-Rawashdeh, Baker; Alshamaileh, Mohammed; Prasath, Surya VB; (2018. )On Computerizing the Ancient Game of ṬÄ?b .International Journal of Gaming and Computer-Mediated Simulations (IJGCMS), ,10 (3 ),20-40

Prasath, VB Surya; Thanh, Dang NH; Hai, Nguyen H; (2018. )Regularization Parameter Selection in Image Restoration with Inverse Gradient: Single Scale or Multiscale? .2018 IEEE Seventh International Conference on Communications and Electronics (ICCE), ,278-282

Sharma, Divya; Surya Prasath, VB; Vijayarajan, V; Kubendiran, Mohan; Padmapriya, R; (2017. )Enhanced Multi-View Point Non-Negative Matrix Factorization Clustering for Clinical Documents Analysis .Biomedical and Pharmacology Journal, ,10 (4 ),2135-2143

ISAKA, Shu; KAWANAKA, Hiroharu; PRASATH, Surya; ARONOW, Bruce J; TSURUOKA, Shinji; (2018. )Development of a Web Based Image Annotation Tool for Lung Immunofluorescent Confocal Images .International Symposium on Affective Science and Engineering, ,1-5

Fukuma, Kiichi; (2017. )A Study on Automatic Disease Stage Classification for Glioma Histopathological Tissue Images .

Prasath, Vbs 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

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

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

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

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

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.Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, ,2014 ,4735-8

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.Conference proceedings : ... Annual International Conference of the IEEE Engineering in Medicine and Biology Society. IEEE Engineering in Medicine and Biology Society. Annual Conference, ,2012 ,4014-7

Positions and Work Experience

2010 -2011 Post Doctoral Fellow, Mathematics, University of Coimbra, Portugal

2012 -2015 Post Doctoral Fellow, Computer Science, University of Missouri-Columbia, USA

2015 -2017 Assistant Professor, Computer Science, University of Missouri-Columbia, USA

Research and Practice Interests

Image processing; computer vision; biomedical image analysis; machine learning; bioinformatics

Contact Information

Phone: 513-636-2755
surya.prasath@cchmc.org