V. B. Surya Prasath

Best Publications

• Choosing Mutation and Crossover Ratios for Genetic Algorithms—A Review with a New Dynamic Approach

  Unknown

  613
  Citations

• Effects of Distance Measure Choice on K-Nearest Neighbor Classifier Performance: A Review.

  Unknown

  557
  Citations

• Methods on Skull Stripping of MRI Head Scan Images—a Review

  Unknown

  267
  Citations

• DeepImmuno: deep learning-empowered prediction and generation of immunogenic peptides for T-cell immunity.

  Guangyuan Li;Balaji Iyer;V B Surya Prasath;Yizhao Ni

  156
  Citations

• Distance and Similarity Measures Effect on the Performance of K-Nearest Neighbor Classifier - A Review

  Unknown

  136
  Citations

• Melanoma Skin Cancer Detection Method Based on Adaptive Principal Curvature, Colour Normalisation and Feature Extraction with the ABCD Rule

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  120
  Citations

• Federated learning: Applications, challenges and future directions

  Unknown

  89
  Citations

• A Review on CT and X-Ray Images Denoising Methods

  Unknown

  87
  Citations

• Multiscale Tikhonov-Total Variation Image Restoration Using Spatially Varying Edge Coherence Exponent

  V. B. Surya Prasath;Dmitry Vorotnikov;Rengarajan Pelapur;Shani Jose

  80
  Citations

• CO-ResNet: Optimized ResNet model for COVID-19 diagnosis from X-ray images

  Unknown

  76
  Citations

• LISA: Lightweight context-aware IoT service architecture

  Sarada Prasad Gochhayat;Pallavi Kaliyar;Mauro Conti;Prayag Tiwari

  75
  Citations

• Adaptive total variation L1 regularization for salt and pepper image denoising

  Unknown

  71
  Citations

• Computational Nuclei Segmentation Methods in Digital Pathology: A Survey

  Tomohiro Hayakawa;V. B. Surya Prasath;Hiroharu Kawanaka;Bruce J. Aronow;Bruce J. Aronow

  69
  Citations

• Polyp Detection and Segmentation from Video Capsule Endoscopy: A Review

  Unknown

  63
  Citations

• Fast and globally convex multiphase active contours for brain MRI segmentation

  Juan Carlos Moreno;V. B. Surya Prasath;Hugo Proença;Kannappan Palaniappan

  62
  Citations

• An adaptive method for image restoration based on high-order total variation and inverse gradient

  Unknown

  59
  Citations

• An Improved Genetic Algorithm with a New Initialization Mechanism Based on Regression Techniques

  Ahmad B. A. Hassanat;V. B. Surya Prasath;Mohammad Ali Abbadi;Salam Amer Abu-Qdari

  54
  Citations

• Automatic Disease Stage Classification of Glioblastoma Multiforme Histopathological Images Using Deep Convolutional Neural Network

  Asami Yonekura;Hiroharu Kawanaka;V. B. Surya Prasath;V. B. Surya Prasath;Bruce J. Aronow;Bruce J. Aronow

  54
  Citations

• A Skin Lesion Segmentation Method for Dermoscopic Images Based on Adaptive Thresholding with Normalization of Color Models

  Unknown

  53
  Citations

• A Two-Stage Filter for High Density Salt and Pepper Denoising

  Dang N. H. Thanh;Nguyen Hoang Hai;Le Minh Hieu;V. B. Surya Prasath

  42
  Citations