Faculty Profile

Educational Profile

• Ph.D (2016)

  • Computer Science & Engineering

  • Noorul Islam University

  • Certain Investigations on Tissue Segmentation and Classification of Thyroid Ultrasound Images

• M.Tech (2010)

  • Computer & Information Technology 

  • MS University

    • First Class with Distinction

• B.Tech (2002)

  • Computer Science & Engineering 

  • Kerala University

  • First Class

Courses handled

Research Interest

• Image Processing

• Machine Learning

• Face Recognition

Projects / Theses Guided

1. Boundary Based Segmentation And Classification In Ultrasound Thyroid Medical Images, Ms. Santhi Krishna M.S, MEC, 2014        

2. Finger print Detection and classification, Ms. Anjali,2014

3. Reversible Data Hiding with Lossless Data Embedding Technique for Data Security, Ms. Reshmi R.S, 2015

4. Dynamic Annotation by Web Database Search Results, Ms. Bincy S Kalloor, 2015

5. Client Monitoring And Packet Classification In Rule    Based Protocol, Ms. Parvathy M,2016

6. Brain Tumor Segmentation Using Compositional pattern-producing networks with MRI Images, Ms. Jibi Varghese, 2017

7. Face Recognition in CCTV systems , Ms.Jinu Celine,2018

Significant Publications----

1.     Sheeja Agustin, S. Suresh Babu ,“Thyroid Segmentation on US Medical Images: An Overview “,   International Journal of Emerging Technology and Advanced Engineering(IJETAE), Volume 2, Issue 12, December 2012,  pp.398-404, ISSN: 2250-2459.

 2.  Sheeja Agustin, S. Suresh Babu ,“A Review of Thyroid Disorder Detection,    and   Classification on Medical Images”, in International Journal of Engineering and Advanced Technology (IJEAT), Volume-2,  Issue-3, February 2013, pp.88-93,ISSN: 2249-8958.

 3.    Sheeja Agustin, S. Suresh Babu ,“Thyroid Classification as Normal and Abnormal     using SCG based  Feed Forward Back Propagation Neural Network Algorithm  “ presented in  International Conference on Mobility in Computing- ICMiC13 and published in International Journal of computer science and   Mobile computing, December 2013, pp.134-141,ISSN: 2320-088X.

4.    Sheeja Agustin, S. Suresh Babu,” Thyroid Tissue Classification with the Aid of  Adaptive Neuro Fuzzy Inference System”,  International Journal of Artificial Intelligence, Volume 1, Issue-1, July 30, 2014, pp.6-11, p-ISSN: 974-0635.

5.  Sheeja Agustin, S. Suresh Babu , “An Improved Thyroid Tumor Segmentation and Classification Approach using ANFIS-AABC, International Journal of Applied Engineering Research, Volume 9, Number 22, 2014,  pp. 13387-13408 ,  p-ISSN: 0973-4562. (Scopus Indexed).

6.     Sheeja Agustin, S. Suresh Babu , “ Tissue Classification And Boundary Based Segmentation In Thyroid Ultrasound Images , International Journal of Applied Engineering Research, Volume 10, Number 9, 2015,  pp. 21565-21581 , p-ISSN:0973-4562. (Scopus Indexed).

7.      Nora Jobai,Sheeja Agustin,”Automatic Segmentation and Classification of Human Intestinal Parasites using Image Processing” , International Journal of Engineering Research & Technology,Volume 3,Issue 7,July 2014,pp 210-214,ISSN:2278-0181

8.    Bincy S Kalloor,Sheeja Agustin, ”Dynamic Annotation by Web Database Search Results”, International Journal of Innovative Research in Computer and Communication Engineering,Volume 3, Issue 3,March 2015,pp 2418-2421,ISSN:2320-9798

  9.       Bincy S Kalloor, Sheeja Agustin “ Dynamic Annotation of Search Result from  Web Database ” in   IJRITCC Journal   ISSN:2321-8169,PP:4369-4376,vol.3,Issue 7,July 2015.

 10.    Bincy S Kalloor, Sheeja Agustin "Web Database Search Result Annotations”, International Conference on Recent Innovations In Engineering And Technology, 2015.

 11.    Reshmi R , Sheeja Agustin “Reversible data hiding with lossless embedding technique for data security”, International Journal of Innovative Research Computer & Communication Engineering Vol.03,Issue 7 July 2015,pp 6896-6900.

12.   Parvathy.M, Sheeja  Agustin, “Packet Classification Based Anomaly   Detection In    Message Transfer Protocol” International journal of Innotive Research In Computer and Communication Engineering Vol 4  , Issue 5, May 2016

             13.   Parvathy.M, Sheeja Agustin, “Client Monitoring And Packet Classification In Rule    Based Protocol” International journal of Engineering Science

                 and  Computing Vol 6 ,Issue 6, june 2016

14.  Elizabeth J S , Dr. Sheeja Agustin  presented a paper titled “Red Lesion Detection Using Adaptive Global Maximum Clustering Algorithm for Diabetic Retinopathy Screening” in the National Conference on technology Innovation in Mechatronics, Energy Management & Intelligent Communication at Lourdes Matha College of Science & Technology, Kuttichal, TVPM held on 06-04-2017 & 07-04-2017.

15.  Jibi Belghese, Dr. Sheeja Agustin Published a paper titled “Brain Tumor Segmentation by Pattern Neural Networks with MRI images”  in International Journal of Science & Technology and Engineering/Vol 3/Issue 9/ March 2017

 16.  Elizabeth J S , Dr. Sheeja Agustin published a paper titled “Diabetic Retinopathy Detection Using Hough Transform and Bottom Hat Transform” in International Journal of Science , Technology & Engineering,Volume 3, Issue 10, April 2017

17. Jinu Celine, Dr. Sheeja Agustin  Published a paper titled “A summary of Literature Review:Face Recognition” International Journal of Engineering Sciences & Research Technology Vol 8/Issue 4/ April 2019(DOI: 10.5281/zenodo.2631167)

Special Academic Programmes Attended

1.         5 day Faculty Development Programme on Java Programming organized combinedly by Oracle Academy and ICT Academy of Kerala from 4th  December to  8th                                                   December 2018

2.         Attended a 5 day National workshop on Sustainable Energy Development from 2nd to 6th July 2018  organized by Marian Engineering College

3.         Participated in the Research Colloquium on Research Proposals & Grants" , 26-27 July 2018 organized by Marian Engineering College

4.        Successfully completed the Entrepreneurship Faculty Educator Program for Orientation course held at Cusat,Kochi on 21st-25th August 2017 organised by PM                                                 YUVA YOJANA,Ministry of Skill Development & Entrepreneurship

5.        Attended 2 day Workshop on "Significance of Research & Development and new recruitment trends" from 19thJuly to 20th July 2017

6.        Attended  one day workshop on "Global Azure Bootcamp" on 22nd April 2017

7.        Attended a 4 day Workshop on "Free and Open Source Software" organised by APJ University(16th Jan 2017 to 19th Jan 2017)

8.        Attended IEEE  Kerala Section Branch Counsellors Congress on 16th July 2017, at Le-Meridian, Kochi

9.        Attended a Seminar on "Impact of Cloud Computing in IT Industry" (11th June, 2016)

10.      Attended a 3 day Workshop on Internet of Things (IOT)(14th – 16th Jul 2016)

11.     Attended a 3 day FDP on “Principles and practices of Parallel Computer Architecture”(7th July to 9th July 2016 )

12.     Attended a 5 day FDP on "Free and Open Source Software"(13th Dec 2016 to 17th Dec 2016.)

National / International Conference

1. Face Recognition in CCTV systems, IEEE International Conference on Smart Systems and Inventive Technology (ICSSIT 2019), 

organized by Fracis Xavier Engineering College during 27-29, November 2019 at Thirunelveli, India (https://doi.org/10.1109/ICSSIT46314.2019.8987961).

2. Brain Tumor Segmentation using Pattern Neural Networks with MRI Images,National Conference on Image Processing and Machine Vision(NCIPMV             2017),University of Kerala,Kariavattom

3. A Review on Classification of Thyroid Ultrasound Images, National Conference on Computer Competence (NCCC-2014), Lourde Matha College of Science & Technology

4. Thyroid Classification as Normal and Abnormal using SCG based Feed Forward Back Propagation Neural Network Algorithm,International Conference on Mobility in Computing- ICMiC13, Mar Baselios College of Engineering and Technology

5. Image Segmentation Of Concealed Objects Detected By Terahertz Imaging, 2010 IEEE International Conference on Computational Intelligence and Computing Research,Tamilnadu College of Engineering ,Coimbatore