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Dr. Saranyaraj D

Assistant Professor, Department of Electronics and Communication Engineering, School of Engineering, Chennai

Qualification: BE, M.Tech, Ph.D
d_saranyaraj@ch.amrita.edu
Research Interest: Cancer Prediction and Analysis, Deep Learning Algorithms, Image Classification, Image Segmentation

Bio

Dr. Saranyaraj D, currently serves as an Assistant Professor in the Department of Electronics and Communication Engineering, Amrita School of Engineering, Amrita Vishwa Vidyapeetham, Chennai campus.

Education

  • 2020: Ph. D – Electrical Engineering,
    Anna University
  • 2014: M.Tech – Embedded Systems Technologies,
    Vel Tech Dr. RR & Dr. SR Technical University.
  • 2010: B.E – Electronics and Communication Engineering,
    Anna University
Publications

Journal Article

Year : 2020

A deep convolutional neural network for the early detection of breast carcinoma with respect to hyper- parameter tuning

Cite this Research Publication : D., Saranyaraj., M., Manikandan. & S., Maheshwari. A deep convolutional neural network for the early detection of breast carcinoma with respect to hyper- parameter tuning. Multimed Tools Application 79, 11013–11038 (2020). https://doi.org/10.1007/s11042-018-6560-x

Publisher : Multimed Tools Applications

Year : 2017

Medical image processing to detect breast cancer — A cognitive-based investigation

Cite this Research Publication : D. Saranyaraj, M. Manikandan, ‘Medical image processing to detect breast cancer — A cognitive-based investigation’, 2017 Fourth International Conference on Signal Processing Communication and Networking (ICSCN), pp. 1-6, 2017

Publisher : IEEE

Year : 2016

Obstacle Detection and Identification for visually Impaired People using Arduino MEGA 2560

Cite this Research Publication : Anandan, M.; Manikandan, M.; Saranyaraj, D.; “Obstacle Detection and Identification for visually Impaired People using Arduino MEGA 2560,” Asian Journal of Research in Social Sciences and Humanities, Vol. 6 Issue 11, pp.507-518, November – 2016, ISSN: 2249-7315. DOI: 10.5958/2249-7315.2016.01209.0

Publisher : Asian Journal of Research in Social Sciences and Humanities

Year : 2015

Benchmarking and analysis of can transmission on real-time environment

Cite this Research Publication : D. Saranyaraj, R. Nandhakishore and P. Venkatesh, "Benchmarking and analysis of can transmission on real-time environment," 2015 2nd International Conference on Electronics and Communication Systems (ICECS), Coimbatore, 2015, pp. 399-404. doi: 10.1109/ECS.2015.7124934

Publisher : International Conference on Electronics and Communication Systems (ICECS)

Year : 2014

High Performance Computation and Pattern Recognition Techniques for Detecting Lunar Craters Using Satellite Image-A Review

Cite this Research Publication : Saranyaraj, D., V. Sivakumar, and S. Sivakumar. "High Performance Computation and Pattern Recognition Techniques for Detecting Lunar Craters Using Satellite Image-A Review." International Journal of Engineering Research and Technology. Vol. 3. No. 2 (February-2014). ESRSA Publications, 2014.

Publisher : International Journal of Engineering Research and Technology

Conference Proceedings

Year : 2013

The virtual guide for assisted tours using context aware system

Cite this Research Publication : D. Saranyaraj, "The virtual guide for assisted tours using context aware system," 2013 International Conference on Signal Processing, Image Processing & Pattern Recognition, Coimbatore, 2013, pp. 211-213. doi: 10.1109/ICSIPR.2013.6497973

Publisher : IEEE

Experience
Year Affliation
February, 2022 – Present Assistant Professor
School of Engineering, Amrita Vishwa Vidyapeetham, Chennai
June, 2020 – May, 2021 Post-Doctoral Researcher
Boston University, USA
June 2016 – January 2020 Full time Research Scholar
Madras Institute of Technology, Anna University, Chennai
June, 2015 – May, 2016 Assistant Professor
Vel Tech Dr. RR & Dr. SR Technical University, Chennai
July, 2014 – June, 2015 Assistant Professor
Sahyadri College of Engineering and Management, Chennai
July,2013 – May-2014 Research Assistant
CDAC, Pune
Responsibilities
  • Planning and preparing Lecture plan, course material and other teaching aids to improve the academic quality.
  • Facilitate student learning, provide effective instruction, and perform evaluations of student learning for continuous quality improvement.
  • Guide, lead and mentor students in research projects.
  • Writing Research Proposals and publishing manuscripts and Encoraging students publishing manuscripts
Skills

Skills Set

  • Perform cancer Detection using Deep neural Networks
  • Development of Computer vision algorithms to predict cancer using the Histopathology, Mammogram Images and Using DNA and RNA seq database.

Packages

  • Keras
  • Tesorflow
  • Pytorch
  • Seaborn
  • PixelView
  • Graphviz, etc.,
Thrust Area of Research
  • Image Classification
  • Image Segmentation
  • Object Detection
  • Distributed Computation
Teaching Interests
  • Microprocessors and Microcontrollers
  • Digital Image Processing
  • Computer Vision
  • Machine Learning
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