Dr. Sreeraj M

Position: Assistant Professor

Qualification: MCA,Ph.D

E-mail: sreeraj.sac@gmail.com

Mobile/Phone No.: 9447704583

Degree Institution
PHD Specialization :Pattern Recognition Institution : Department of Computer Science University : Cochin University of Science and Technology(CUSAT).
MCA Specialization : Computer Applications Institution : MES College of Engineering, Kuttipuram University : Calicut university
B.Sc Specialization : Physics Institution : St.Aloysius College, Edathua University : Mahatma Gandhi University
  1. Mentor certificate from NPTEL for the course Data Mining.
  2. Structuring Machine Learning Projects by deeplearning.ai on Coursera. Certificate earned on February 2, 2018.
  3. Improving Deep Neural Networks: Hyperparameter Tuning, Regularization and Optimization by deeplearning.ai on Coursera. Certificate earned on November 27, 2017.
  4. Neural Networks and Deep Learning by deeplearning.ai on Coursera. Certificate earned on October 8, 2017.
  5. Digital Signal Processing by École Polytechnique Fédérale de Lausanne on Coursera. Certificate earned on February 13, 2017.
  6. Machine Learning by Stanford University on Coursera. Certificate earned on December 1, 2016.
  7. Machine Learning Foundations: A Case Study Approach by Stanford University on Coursera. Certificate earned on March 20, 2016.
  8. Fundamentals of Digital Image and Video Processing by Northwestern University on Coursera. Certificate earned on July 2, 2015.
  9. Introduction to Mathematical Thinking by Stanford University on Coursera. Certificate earned on April 30, 2015.
  10. Statistical Analysis of fMRI Data by The Johns Hopkins University on Coursera. Certificate earned on April 7, 2015.
Position Institute Period/year
Assistant Professor Sree Ayyappa College, Eramallikkara Jun 2019-
Assistant Professor(Special Grade) Federal Institute of Science And Technology(FISAT) Aug 2012-June 2019
Research Cochin University of Science and Technology (CUSAT) Mar 2007-Jul 2012
Guest Lecturer Cochin University of Science and Technology (CUSAT) Jul 2009-Nov 2009
Guest Lecturer Cochin University of Science and Technology (CUSAT) Jul 2008-Dec 2008
Project Assistant Kerala State Remote Sensing and Environment Centre, Thiruvananthapuram Jan 2006-Mar 2007
Title Description Period/year
Ph.D Thesis This research focused on identifying writers of handwritten Malayalam documents using grapheme, character, and document-level features. The study led to the development of an online character recognition system for Malayalam and Grantha scripts. 2007–2013
WebGEis Developed a digital spatial database of educational facilities in Trivandrum district using GIS. A web application was created to query and visualize spatial data for effective planning and decision-making. 2006–2007
M.C.A Web Services Online Designed and implemented a web services system allowing software components to communicate over a network using standardized XML-based messaging. 2005–2006
KSCSTE Design and development of a two-level expert system Developed an expert system to recommend appropriate computer accessibility technologies for the physically challenged at the Department of Computer Science, CUSAT. 2009-2010
ISRO Multimodal Interface for Information Retrieval Created a multimodal interface to retrieve information from databases in regional languages at the Department of Computer Science, CUSAT. 2008-2009
  1. Sreeraj M and Sumam Mary Idicula. Article: A Survey on Writer Identification Schemes. International Journal of Computer Applications 26(2):23–33, July 2011. Published by Foundation of Computer Science, New York, USA.
  2. Sreeraj M and Sumam Mary Idicula, Identifying Decisive Features for Distinctive Analysis of Writings in Malayalam, International Magazine on Advances in Computer Science and Telecommunications (IMACST), Vol.2, No.1, pp.13–20, May 2011.
  3. Sreeraj M and Sumam Mary Idicula, Writer Identification in Malayalam using Graphemes - A Decisive Evaluation, International Journal on Information Processing (IJIP), Vol.5, No.4, pp.45–53, December 2011.
  4. Sreeraj M and Sumam Mary Idicula, An Online Character Recognition System to Convert Grantha Script to Malayalam, International Journal of Advanced Computer Science and Applications (IJACSA), Vol.3 No.7, pp.67–72, July 2012.
  5. Sreeraj M and Asha S, Local Feature Descriptors for Visual Matching: A Survey, International Journal of Scientific and Engineering Research (IJSER), Vol.4, Issue 9, 2013.
  6. Sreeraj M, Jestin Joy, and Kannan Balakrishnan, Developing a Bilingual Mobile Dictionary for Indian Sign Language and Gathering Users’ Experience with SignDict, Assistive Technology Journal, Taylor & Francis (SSCI).
  7. Sreeraj M, Jestin Joy, and Kannan Balakrishnan, SignQuiz: A Quiz-based Tool for Learning Fingerspelled Signs in Indian Sign Language using Automatic Sign Language Recognition, IEEE Access Journal (SCI), pp.28363–28371.
  8. Jestin Joy, Kannan Balakrishnan, and M Sreeraj, SiLearn: An Intelligent Sign Vocabulary Learning Tool, Journal of Enabling Technologies, 2019.
  9. M Sreeraj, Jestin Joy, Alphonsa Kuriakose, MR Sujith, PK Vishnu, and Haritha Unni, CLadron*: AI Assisted Device for Identifying Artificially Ripened Climacteric Fruits, Procedia Computer Science 171, pp.635–643.
  10. M Sreeraj, Jestin Joy, Alphonsa Kuriakose, MB Bhameesh, Anoop K Babu, and Merin Kunjumon, VIZIYON: Assistive Handheld Device for Visually Challenged, Procedia Computer Science 171, pp.2486–2492.
  11. M Sreeraj, Jestin Joy, Manu Jose, Meenu Varghese, and TJ Rejoice, Comparative Analysis of Machine Learning Approaches for Early Stage Cervical Spondylosis Detection, Journal of King Saud University - Computer and Information Sciences (SCI), 2020.
  12. M Sreeraj, A Machine Learning Based Framework for Assisting Pathologists in Grading and Counting of Breast Cancer Cells, ICT Express (SCI), 2021.
  13. Jestin Joy, Kannan Balakrishnan, and Sreeraj Madhavankutty, SignText: A Web-Based Tool for Providing Accessible Textbook Contents for Deaf Learners, Universal Access in the Information Society, Springer (SCI), 2021, pp.1–7.
  14. Jestin Joy, Kannan Balakrishnan, and Sreeraj Madhavankutty, A Novel Web-Based Dictionary Framework for Indian Sign Language, SN Computer Science, Springer, Vol.2(3), pp.1–7.
  1. Sreeraj M and Sumam Mary Idicula, A Novel Approach to Writer Identification in Malayalam using Graphemes, 5th International Conference on Information Processing (ICIP 2011), Bangalore, India, Communications in Computer and Information Science (CCIS), Springer-Verlag, Vol.157, pp.646–651, August 5–7, 2011.
  2. Sreeraj M, Anu Paulose and Harikrishnan V, Impervious Surface Detection from Multispectral Images Using SURF, 1st International Conference on Internet of Vehicles (IOV 2014), LNCS Springer, LNCS 8662, pp.237–246, 2014, Beijing, China.
  3. Sreeraj M, Glaxy George, Texture Guided Active Contour for Object Segmentation in Natural Images, Advances in Signal Processing and Intelligent Recognition Systems (Springer), Second International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS-2015), December 16–19, 2015, pp.273–284, Trivandrum, India.
  4. Sreeraj M, Glaxy George, Twofold Detection of Multilingual Documents Using Local Features, Advances in Signal Processing and Intelligent Recognition Systems (Springer), Second International Symposium on Signal Processing and Intelligent Recognition Systems (SIRS-2015), December 16–19, 2015, pp.533–543, Trivandrum, India.
  5. Soorya Shaji, M Sreeraj, Jestin Joy, Alphonsa Kuriakose, On Computer-Aided Diagnosis of Breast Cancers Using Nuclear Atypia Scoring, Advances in Communication Systems and Networks, Springer, pp.665–676.
  1. Tibi Sunni Judith George Joseph, Jestin Joy, Sreeraj M, Sanjay Govind, Shijas Muhammed T P, Automatic information extraction and inferencing system from online news sources for substance abuse cases, International Semantic Intelligence Conference 2021 (ISIC 2021), Vol-2786, pp.516–520.
  2. M. Sreeraj, Sumam Mary Idicula, k-NN Based On-Line Handwritten Character Recognition System, First International Conference on Integrated Intelligent Computing (ICIIC 2010), IEEE Computer Society Press, pp.171–176, 2010.
  3. M. Sreeraj, Sumam Mary Idicula, Exploiting time-domain and directional features for online handwriting recognition of Malayalam characters, International Conference on “Advances and Emerging Trends in Computing Technologies” (ICAET10), Chennai, June 21–24, 2010.
  4. M. Sreeraj, Sumam Mary Idicula, On-Line Handwritten Character Recognition using Kohonen Networks, World Congress on Nature & Biologically Inspired Computing (NABIC ’09), IEEE Computer Society Press, pp.1425–1430, 2009.
  5. M. Sreeraj, Sumam Mary Idicula, The Effect of SIFT Features as Content Descriptors in the Context of Automatic Writer Identification in Malayalam Language, Fourth IEEE International Congress on Ultramodern Telecommunications and Data Security (ICUMT 2012), St. Petersburg, Russia, IEEE Computer Society Press, pp.613–617.
  6. Sreeraj M, Ebey S. Raj, Sandhya Ramakrishnan, Network Management Using Mobile Agents, International Conference on Recent Innovations in Technology (ICRIT2011), RIT, Kottayam, Kerala.
  7. Sreeraj M, Gokul S, G. Santhosh Kumar, Real Time Recognition of Pedestrian and Vehicles From Video, Second International Conference on Computational Science, Engineering and Information Technology (CCSEIT-2012), ACM, pp.517–523, October 26–28, Coimbatore, India.
  8. Sreeraj M, Muhammed Anees V, G. Santhosh Kumar, Automatic Image Annotation Using Feature Extraction, IEEE INDICON 2012, Cochin, IEEE Computer Society Press, pp.920–924, December 7–9, 2012.
  9. Sreeraj M, Soumya Varma, Object Detection and Classification in Surveillance System, First International Conference on Information & Communication Engineering (ICICE-2013), June 28–29, 2013, Bangalore.
  10. Sreeraj M, Asha S, Local Feature Descriptors for Visual Matching, First International Conference on Information & Communication Engineering (ICICE-2013), June 28–29, 2013, Bangalore.
  11. Sreeraj M, Asha S, Content Based Video Retrieval using SURF descriptor, Third International Conference on Advances in Computing and Communications (ACC-2013), IEEE Computer Society Press, Cochin, August 29–31, 2013.
  12. Sreeraj M, Soumya Varma, k-NN based Object Detection in Surveillance System, IEEE Recent Advances in Intelligent Computational Systems (RAICS) 2013, Indian Institute of Space Science and Technology, December 19–21, 2013.
  13. Sreeraj M, Soumya Varma, Hybrid Background Subtraction in Video using Bi-level CodeBook Model, Fifth International Conference on Applications of Digital Information and Web Technologies (ICADIWT Edition V), PRIST University, Chennai, February 17, 2014, pp.124–130.
  14. Sreeraj M, Jain Stoble B., Multi-posture Human Detection Based on Hybrid HOG-BO Feature, Fifth International Conference on Advances in Computing and Communications (ICACC 2015), IEEE Computer Society Press, Cochin, September 2–4, 2015.
  15. Sreeraj M, Jain Stoble B., Texture-based Multi-view Face Recognition in Noisy Images using BRINE Feature, International Conference on Computing and Network Communications (CoCoNet 2015), IEEE Computer Society Press, December 16–19, 2015.
  1. “Neural networks and its Applications" as part of the ISTE sponsored workshop on “Recent Trends in Computing", organized by Rajagiri School of Engineering & Technology, Kakkanad, 28th Nov 2012
  2. Invited lecture on Computer vision in department of computer science, Cochin University of Science and Technology (CUSAT), 8th and 9th April 2013
  3. “Natural Language Processing and its Applications" – TEQIP-II FDP on “Intelligent Method Towards Computational Linguistics", College of Engineering, Cherthala, 23–24 July 2013
  4. “Attack on data privacy-Methods in view of PRISM" and Session Chair, UGC National Conference on “Cyber Law and Cyber Forensics", Sree Sankara Vidyapeetom College, 13 Aug 2013
  5. “Recent trends in Data mining and its Applications" – TEQIP-II FDP on “Research trends in Data mining", College of Engineering, Cherthala, 22–23 Oct 2013
  6. “Introduction to Data mining and its Applications" – STTP on “Data mining", Christ Knowledge City, 24 Oct 2013
  7. “Data mining and its Applications in Engineering Research" – TEQIP-II FDP, College of Engineering, Kidangoor, 2–3 Dec 2013
  8. “Machine Learning Techniques and its Applications" – TEQIP-II FDP, College of Engineering, Cherthala, 3–7 Mar 2014
  9. “Data mining Tools and its Applications" – 3-Day Workshop, Rajagiri School of Engineering & Technology, 24–25 Apr 2014
  10. “Image Processing with MATLAB" – TEQIP-II FDP, College of Engineering, Kidangoor, 11 Nov 2014
  11. “Scope of Research in Natural Language Processing" – TEQIP-II 5-day FDP, College of Engineering, Vadakara, 5 Jan 2015
  12. “Digital Image Processing" – CSI Student Chapter, Viswajyothi College of Engineering, 20 Mar 2015
  13. “How to approach research – A Guidance to M.Tech Students", Caarmel Engineering College, 23 Jul 2015
  14. “Image processing: Research opportunities and challenges" – UGC 2-day FDP, Assumption College, Changanassery, 11 Sep 2015
  15. “Image Analysis" – TEQIP-II FDP, College of Engineering, Kidangoor, 28 Sep 2015
  16. “Introduction to Image Processing and its applications" – FDP, College of Engineering and Management, Punnapra, 9 Oct 2015
  17. “Wavelet Transforms in image processing" – TEQIP-II Expert Session, College of Engineering, Kidangoor, 20 Nov 2015
  18. “Image Segmentation" – TEQIP-II Expert Session, College of Engineering, Kidangoor, 25 Feb 2016
  19. “Natural Language and Machine Learning" – TEQIP-II FDP, College of Engineering, Kidangoor, 19 Apr 2016
  20. “Data mining and its applications" – TEQIP-II FDP, College of Engineering, Vadakara, 4–5 Apr 2016
  21. “Image Processing And Mathematics Behind It" – MEC-iPAM Expert Session, Model Engineering College, 5 May 2016
  22. “Data mining using Python” – Expert hands-on session, KMEA Engineering College, 11 Aug 2016
  23. “Heuristics in Games and AI" – FDP, MEA Engineering College, Perinthalmanna, 17 Dec 2018
  24. “Machine Learning through Python" – TEQIP-II Expert and hands-on session, College of Engineering, Karunagappally, 23 Jan 2019
Extension Language Category
.java Java Programming
.py Python Programming
.r R Programming
.cpp C++ Programming
.tex LaTeX Programming
.php HTML Programming
.js JavaScript Programming
  1. Reviewer – Computer Vision and Image Understanding, Elsevier
  2. Reviewer – Image and Vision Computing, Elsevier
  3. Reviewer – IEEE INDICON 2012, Annual Conference of the IEEE India Council
  4. Reviewer – International Conference on Data Science and Engineering (ICDSE 2012), IEEE, CUSAT
  5. Reviewer – International Conference on Data Science and Engineering (ICDSE 2014), IEEE, CUSAT
  6. Reviewer – International Conference on Information Science 2014 (ICIS’14), College of Engineering, Cherthala, July 4–5, 2014
  7. Reviewer – 4th International Conference on Advances in Computing, Communications and Informatics (ICACCI), SSET, August 10–13, 2015
  8. Session Chair – International Conference on Eco-Friendly Computing and Communication Systems (ICECCS-2012), RSET, August 9–11, 2012
  9. Session Chair – 2nd National Conference on Computing Technology (NCCT 2013), SNGCE, March 7–8, 2013
  10. Judge – Paper Presentation, National Techno-Cultural Festival, Adi Shankara Institute, March 1, 2013
  11. Session Chair – 3rd International Conference on Advances in Computing and Communications (ACC-2013), RSET, August 29–31, 2013
  12. Session Chair – 4th International Conference on Advanced Computing and Communication Techniques for High Performance Applications (ICHPC’14), FISAT, June 19–21, 2014
  13. Session Chair – International Conference on Data Science and Engineering (ICDSE 2014), IEEE, CUSAT, August 26–28, 2014
  14. Session Chair – International Conference on Computing, Communication, Security and Intelligent Systems (IC3SIS-2022), SCMS, June 23–25, 2022
  15. Committee Member – Various academic and technical conferences
Category Details
Technical Program Committee • ICDSE 2014 (IEEE), CUSAT
• Convenor, ICHPC’14, FISAT
• ICDSE 2014 (IEEE), CUSAT
• Advisory Committee Member, ICIS’14, College of Engineering Cherthala
• ICDSE 2016 (IEEE), CUSAT
• Advisory Committee Member, ICIS’16, College of Engineering Cherthala
Seminars / Workshops Organized • A-View Workshop with Amrita Vishwa Vidyapeetham, FISAT
• Convenor, ICHPC’14, FISAT
• Coordinator, Summer School ’14 for B.Tech CSE (24 Jun–4 Jul 2014)
• Coordinator, Summer School ’15 for B.Tech CSE (1–10 Jul 2015)
Professional Membership • ACM Professional Member (No: 2592385)
• ISTE Life Professional Member (No: LM 106846)
Workshops Attended • FDP at FISAT (23–24 Nov 2012)
• FDP on Mobility, TCS Kochi (25 Oct 2012)
• ISTE Workshop on Aakash Education, IIT Bombay @ FISAT (10–11 Nov 2012)
• NPTEL Workshop @ FISAT (12 Dec 2012)
• A-View Workshop by Amrita Vishwa Vidyapeetham @ FISAT (16 Nov 2012)
• Moodle Workshop, Dept. of CS, FISAT (19 Nov 2012)
• ISTE Workshop on DBMS, IIT Bombay @ FISAT (21–31 May 2013)
• FDP on Virtual Labs, NIT Karnataka, Surathkal (1 Aug 2015)

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