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Dr. Sobha Xavier P.
HoD
Areas of Specialization
| Programming languages- C,C++,Java,Python, Data structures and algorithms, Theoretical computer science , Machine learning and Medical image processing using deep learning |
Areas of Interest
| Programming languages |
| Data structures and algorithms |
| Theoretical computer science |
| Machine Learning and Medical Image Processing using Deep Learning |
- Dr. Seenia Francis
- Mr. Bineesh M.
- Dr. Anoop V.
- Mr. Jayakrishnan A.
- Ms. Divya Konikkara
- Mr. Shine P. Xavier
- Mr. Arjun K. M.
- Ms. Anjali O.
- Ms. Reni Jose
- Ms. Reshma K. G.
- Ms. Nikhitha N.
- Mr. Jithin K. C.
- Ms. Anagha Regy
- Ms. Neenu Jose
- Ms. Leeshma O. V.
- Ms. Sindhu S.
- Ms. Linet Thomas
- Dr. Sandeep C. S.
- Ms. Linta A. T.
- Dr. Sajitha A. S.
- Dr. C. Karthik
- Dr. Anju Asokan
- Ms. Stiny K. T.
- Dr. Gayathri V.
- Ms. Nivya Wilson
- Mr. Sivakumar K. S.
- Ms. Renju Francis
- Fr. Dr. Roy V. I.
- Ms. Jasmin Jose
- Ms. Priya Jose
- Ms. Suganthi T.
- Ms. Viji E. P.
- Mr. Rich K. J.
- Mr. Tony C. J.
- Mr. Nidhin Johnson
- Mr. Bibin Joy
- V S SUBRAMANIAN
- O P KURIAKOSE
- Fr. Sijo Cheruvathur
- Dr. V. M. Xaviour
- Dr. Jenson P. O.
- Dr. Dennymol P. V.
- Dr. Sandhya E.
- TINTU DEVASSY
- Ms. Vidya V. Menon
- Mr. Antony Joseph
- Mr. Shawn Padikkala
- Ms. Bindu K. S.
- Ms. Sandhya P. S.
- Ms. Deepa Johnson
- Dr. Sweety Thomas
- Ms. Jisna K. J.
- Ms. Sneha Benny
- Dr. Flowarin. A. D.
- Ms. Anju M. J.
- Ms. Neeraja P. G.
- Ms. Jisha Akkara
- Mr. M. G. Cyriac
- Ms. Vini P.
- Ms. Archana S.
- Mr. George C. J.
- Dr. Vincy Verghese
- Ms. Shima Paul
- Dr. Alwyn Varghese
- Ms. Soorya M. Nair
- Ms. Jeffy Johny
- Ms. Anna Joseph
- Mr. Suhas Nair S.
- Sr. Isline Shajan
- Mr. Ignatious T. F.
- Dr. Raji A. K.
- Mr. Alfred George
- Dr. Sajitha I.
- Dr. Kiran Prakash K.
- Ms. Shaiju Paul
- Dr. Swapna B. Sasi
- Ms. Aswathy Wilson
- Dr. Shiny M. I.
- Mr. Aneesh Chandran
- Mr. Aneesh P. B.
- Dr. Sobha Xavier P.
- Mr. Sudheesh C. N.
- Ms. Ninu Francis
- Dr. Jarin T.
- Ms. Sajitha I
- Ms. Lufiya George C.
- Dr. R. Vijayakumar
- Ms. Divya C. R.
- Ms. Jyothsna G. K.
- Ms. Sonia A. Joseph
- Ms. Neeraja James
- Mr. Sudheesh K.
- Ms. Sona Shaju K.
- Ms. Anumol C. S.
- Dr. Valanto Alappat
- Mr. Arun K.
- Mr. Vysagh M.
- Ms. Treesa C. A.
- Ms. Neethu T. V.
- Dr. Shyjith M. B.
- Ms. Reedhu Saji
- Ms. Aparna Mohan
- Ms. Riya Jacob
- Sr. Dr. Mercy Joseph
- Dr. P. Sojan Lal
- Ms. Athira K. P.
- Ms. Soniya Joseph
- Ms. Mavya V.
- Ms. Athulya Chacko
- Ms. Sruthy K. S.
- Dr. Neethu M.
- Ms. Jyothi P. Joy
- Ms. Leya M. S.
- Ms. Swathy C. S.
- Ms. Linny Sunny
- Ms. Dhanya V. R.
- Ms. Jyothi C.
- Ms. Manju K. Koothoor
- Dr. Aadhinarayanan N. V.
- Dr. Sindhu S.
- Dr. Bindhu K. Rajan
- Mr. Binoj V. J.
- Ms. Ambily Francis
- Ms. Roshni Rajan K.
- Ms. Neethu Rose Thomas
- Ms. Drisya M. K.
- Dr. Jose P. Therattil
- Dr. Saritha P.
- Dr. Prajoon P.
- Fr. David Nettikadan
- Sr. Jesna Catherine
- Mr. Reson T. T.
- Mr. Sarath M. M.
- Ms. Chippi P. D.
- Ms. Smitha T. Shekhar
- Mr. Melvin Joy
- Ms. Abhirami M.
- Ms. Soumya C.
- Ms. Anu Sunny
- Mr. Abdul Saleem N. M.
- Mr. Kapil Das K. S.
- Ms. Aswathy Rajan
- Prof. Ratnan P.
- Dr. Jenson Jose
- DAVIS.K.T
- Ms. Saritha N.
- Mr. Akhil A. Balakrishnan
- Dr. Shijoh V.
- Dr. Jithin K. Jose
- Ms. Anu Paul V.
- Dr. D. Navin Sam
- Mr. Santo T. C.
- Ms. Melvi C. V.
- Ms. Priyanka E. S.
- Mr. Pradeep Shankar
- Mr. Praveen Raj
- Mr. Manoj Kumar V. K.
- Mr. Christy V. Vazhappill
- Mr. Sukesh O. P.
- Mr. Nikhil N. S.
- Mr. Suneeth Sukumaran
- Dr. Nice Menachery
- Mr. Hareesh N. V.
- Mr. Melvinraj C. R.
- Mr. K. T. Velayudhan
- Mr. Shaju C. A.
- Mr. Guruvayurappan V.
- DAVIS C.C
- Mr. Jaison M. J.
- JOPHY P J
- Dr. Cijil B. John
- Mr. Parameswaran K.
- Mr. Anto Zacharias
- Dr. Deepanraj B.
- Dr. Biju P. L.
- Dr. S. Krishnanunnni
- Mr. Sathya Dev D.
- Dr. Thomas Joseph
- Mr. Jomin George
- Ms. Jinesh K. J.
- Ms. Nyni K. A.
- Mr. Majeendran K.
- Dr. Vivek Lukose
- Fr. Ajeesh Babu Perinchery
- Fr. Dr. Jose Kannampuzha
- Mr. Athul Krishna M. J.
- Dr. Anoopa Jose Chittilappilly
- Dr. Anand Krishnan N.
- Ms. Athira P. Preman
- Mr. Sibin Johny
- Mr. Sumesh C.
- Mr. Ashik M. S.
- Mr. Manikandan N. R.
- Mr. Jain Varghese
- Mr. Leo Mathew
- Ms. Sreeshma Sasidharan
Educational Summary
| Course | University | Year |
|---|---|---|
| Bachelor of Technology (B.Tech) | Calicut University | 2008 |
| Master of Engineering (ME) | Anna University Chennai | 2013 |
| Doctor of Philosophy (Ph.D.) | Christ University , Bangalore | 2025 |
Experience
| From Date | To Date | Institution Name | Designation |
|---|---|---|---|
| 2009-02-04 | continuing | Jyothi Engineering College | Assistant Professor |
| 2025-08-01 | 0000-00-00 | Jyothi Engineering College | Associate Professor |
Achievements
| Achievement | Year |
|---|---|
| Served as a Resource Person for a 3-day FDP on “Research Frontiers in AI, ML & DL”, delivering a session on “Hands-on: Analysis of Medical Images” at Moodlakatte Institute of Technology. | 2025 |
| Reviewer for a Q1 SCI-indexed journal, Neural Computing and Applications. | 2025 |
| Best Paper Award -7 th International Conference on Communication and Computational Technologies https://scrs.in/conference/iccct2025 CERTIFICATE OF APPRECIATION organized by National Forensic Sciences University Goa Campus, India and Florida International University, Miami, FL, USA | 2025 |
| NPTEL - Certifications | 2025 |
| KTU Centre for Engineering Research and Development (CERD) fund -(Student Project) | 2024 |
| KCSTE-TECHFEST INNOVATIVE SCHEME FUND (Student Project) | 2017 |
Papers Published
| K. T.K. and Sobha Xavier, "An Intelligent System for Early Assessment and Classification of Brain Tumor," 2018 Second International Conference on Inventive Communication and Computational Technologies (ICICCT), Coimbatore, India, 2018, pp. 1265-1268, doi: 10.1109/ICICCT.2018.8473297. |
| Xavier, P.S., Raju, G., Asawthy, S.U. (2022). Pre and Post Operative Brain Tumor Segmentation and Classification for Prolonged Survival. In: Abraham, A., et al. Proceedings of the 13th International Conference on Soft Computing and Pattern Recognition (SoCPaR 2021). SoCPaR 2021. Lecture Notes in Networks and Systems, vol 417. Springer, Cham. https://doi.org/10.1007/978-3-030-96302-6_57 |
| P. Sobha Xavier, J. Joshy, M. R. Thayil, M. Nandalal and R. Xavier, "A Web Application for Enhancing Stray Dog Welfare: Identification and Virus Detection," 2023 9th International Conference on Smart Computing and Communications (ICSCC), Kochi, Kerala, India, 2023, pp. 419-423, doi: 10.1109/ICSCC59169.2023.10335055. |
| P., S. X., K., S. P. & G., R. (2024). Enhanced Postoperative Brain MRI Segmentation with Automated Skull Removal and Resection Cavity Analysis. Journal of Computer Science, 20(5), 585-593. https://doi.org/10.3844/jcssp.2024.585.593 |
| Xavier P, S., P. K., S., & Raju G. (2024). Post-Operative Brain MRI Resection Cavity Segmentation Model and Follow-Up Treatment Assistance. International Journal of Online and Biomedical Engineering (iJOE), 20(05), pp. 133–149. https://doi.org/10.3991/ijoe.v20i05.45609 |
| Xavier P, S., Sathish P K, & Raju G. (2024). Advancing Brain Tumor Segmentation in MRI Scans: Hybrid Attention-Residual UNET with Transformer Blocks. International Journal of Online and Biomedical Engineering (iJOE), 20(06), pp. 103–115. https://doi.org/10.3991/ijoe.v20i06.46979 |
| Addressing the complexities of postoperative brain MRI cavity segmentation—a comprehensive review Sobha Xavier P, Sathish P K, Raju G, Bulletin of Electrical Engineering and InformaticsVol. 13, No. 5, October2024, pp. 3463~3469ISSN: 2302-9285, DOI: 10.11591/eei.v13i5.7930 |
| Sobha Xavier, P., Sathish, P.K., Raju, G. (2024). Exploring the Adaptability of Attention U-Net for Post-operative Brain Tumor Segmentation in MRI Scans. In: Bansal, J.C., Sharma, H., Chakravorty, A. (eds) Congress on Smart Computing Technologies. CSCT 2023. Smart Innovation, Systems and Technologies, vol 395. Springer, Singapore. https://doi.org/10.1007/978-981-97-5081-8_27 |
| Sobha Xavier, P., Raju, G., Neethu, T.V., Arun, K., Sona Shaju, K. (2026). Handcrafted Feature Extraction Methods for Post-operative Recurrent Brain Tumor Detection. In: Kumar, S., Hiranwal, S., Chouhan, L., Chaudhary, N.K. (eds) Proceedings of International Conference on Communication and Computational Technologies. ICCCT 2025. Lecture Notes in Networks and Systems, vol 1674. Springer, Singapore. https://doi.org/10.1007/978-981-95-3498-2_11 |
Conferences / Workshop / FDPs Attended
| Workshop on Data Analytics & AI organized by Centre for Computer Science and Information Technology (CCSIT), Manjeri, University of Calicut |
| Data Analytics and Machine Learning, STTP , Department of Computer Science, Amal Jyothi Engineering College |
| AICTE sponsored six days online Short Term Training Programme on Emerging Trends in Cryptography and its Applications in CYBER SECURIT Y organized by the Department of Computer Science and Engineering |
| AICTE Training And Learning (ATAL) Academy Faculty Development Program on Advanced Techniques in AI and Machine Learning at COLLEGE OF ENGINEERING, CHERTHALA from 06/01/2025 to 11/01/2025. |
Projects Guided
| Projects Name | Details | Year |
|---|---|---|
| ZERO-REACTION 11-DOF FREE-FLOATING MANIPULATOR FOR SATELLITE SERVICING AND SPACE APPLICATIONS (ISRO project) | Computer Graphics and Image Processing | 2026 |
| BIOSAGE:AI-Driven System for Biowaste Slurry Analysis, Biogas Monitoring, and Smart Fertilizer Recommendation | Machine Learning, IOT | 2026 |
| Tomato Plant Disease Detection | Deep Learning | 2025 |
| EvacSmart A Disaster Management and Relief Coordination App | Deep Learning , App Development | 2025 |
| Automated Diagnosis of Skin Diseases from Dermetological Images Using Deep Learning | Deep Learning ,App Development | 2024 |
| Web Application for Enhancing Stray Dog Welfare: Identification and Virus Detection | Deep Learning | 2023 |