Dr Divya B S

Dr. Divya B S

Assistant Professor|Faculty of Engineering and Technology, Department of Computer Science and Engineering


Divya BS received the Bachelor of Engineering degree in Electronics and Communication Engineering in 2001 from Bangalore University. Then obtained Master of Technology degree in 2005 from visvesvaraya technological university, Belgaum. She received Ph.D degree in 2019 with specialization in Image processing and Machine Learning from Karpagam Academy of Higher Education, Coimbatore. She is currently an Assistant Professor of Computer Science and Engineering at Ramaiah University of Applied Sciences, Bangalore. She has ten years of teaching experience. She is a recipient of the Runner Award for a Research Publication at the International Conference on Pattern Recognition (ICPR 2016). The award was given out for a research paper HEp‑2 cell classification using artificial neural network approach” in the contest organized by ICPR 2016. She has authored a book Image Processing” addressing the syllabus of Visveswaraya Technological University engineering course revised 2nd edition published by Sapna book house, Bangalore (www​.sap​naon​line​.com). She has authored 8 research papers in international journals and conference proceedings in the field of computer vision and pattern recognition. Her current interests include the areas of pattern recognition and machine learning in artificial vision, with applications like medical and biological image analysis, robotic vision and intelligent video surveillance. She serves as a referee for many relevant journals.

Qualifications

  • Ph.D in Image processing and Machine Learning

    Karpagam Academy of Higher Education, Coimbatore

Experience

Total Experience: 17years

Research Interest:

Video analysis, Machine learning, Biomedical Image processing, Deep Learning, Computer vision

Research Expertise:

Machine learning, Biomedical Image processing, Deep Learning, Computer vision

Keywords

  • Video analysis,
  • Machine Learning
  • Biomedical Image processing
  • Deep Learning
  • Computer vision

Papers:

  1. Divya B S, Nanjundaswamy HR, N.J.R.Muniraj.(2012) Segmentation of IIF Hep‑2 ANA cells based on thresholding and connectivity” International Journal of Microsystems Technology and its Applications (IJMTA) Vol‑1, Issue‑1. pp.26 – 30.
  2. B. S. Divya, K. Subramaniam, and H. R. Nanjundaswamy, (2016)“HEp‑2 cell classification using artificial neural network approach,” in 23rd International Conference on Pattern Recognition(ICPR2016), IEEE, Mexico,4 – 8, pp. 84 – 9.
  3. Divya BS, Subramaniam K, Nanjundaswamy HR (2016) Hep‑2 cell classification using Binary Decision Tree approach”, 2016 IEEE EMBS Conference on Biomedical Engineering and Sciences(IECBES)., 4 – 8 Dec 2016. pp-507 – 512https ://doi.org/10.1109/ IECBE S.2016.78435 03.
  4. Divya BS, Subramaniam K, M P Paulraj (2016) EEG based hearing states detection using AR modeling techniques”, IEEE EMBS Conference on Biomedical Engineering and Sciences(IECBES)., 513 – 521 Dec 2016. 
  5. Nanjundaswamy H R, Divya B S.(2010) Configurable VESA- VGA and DVI Test Pattern Generator” @ Design and Reuse IP SoC 2010 conference, Grenoble.
  6. Divya B S, Nanjundaswamy HR, N.J.R.Muniraj (2014) Adaptive Segmentation and Cells Extraction Algorithm for the Analysis Classification of HEp‑2 ANA Images”, International conference on Recent Trands in Signal Processing,image Procesing and VLSI.
  7. B. S Divya, Kamalraj Subramaniam, and H. R. Nanjundaswamy, (2020)“Human Epithelial Type‑2 Cell Image Classification Using an Artificial Neural Network with Hybrid Descriptors”, IETE Journal of Research, pp. 30 – 41, Vol 66, Issue 1, DOI:https://​doi​.org/​1​0​.​1​0​8​0​/​0​37720….
  8. B. S Divya, Kamalraj Subramaniam, and H. R. Nanjundaswamy, (2018) Human epithelial type‑2 cell categorization using hybrid descriptor with binary tree”, Journal of Ambient Intelligence and Humanized Computing, Springer Nature, pp. 1 – 8, Feb. DOI:10.1007/s12652-0180694 – 6.

Book :

  1. Divya B S, Nanjundaswamy H R. (2015), Image Processing” 2nd edition published by Sapna book house, Bangalore (www​.sap​naon​line​.com).

  1. I am a recipient of the Runner Award for a Research Publication at the International Conference on Pattern Recognition (ICPR 2016). The award was given out for a research paper HEp‑2 cell classification using artificial neural network approach” in the contest organized by ICPR 2016.

  • ISTE

    Member