Research output per year
Research output per year
Personal profile
Professional Information
MEMBERSHIP IN PROFESSIONAL BODIES:
IEEE, IEEE Signal Processing, Engineering in Medicine and Biology Society.
Internet Society.
Research interests
Signal Processing, Image Processing, Medical Image Processing, Deep Learning, Generative AI.
Experience
*. University of Texas Health Science Centre at San Antonio, Texas, USA. April 2022 -April 2024 : Postdoctoral Research Fellow (2 years)
*. Indian Institute of Information Technology, Kottayam, Kerala. December 2021 – March 2022 : Assistant Professor (3 Months)
*. Sikkim Manipal Institute of Technology, Majhitar, East Sikkim. May 2021 - December 2021 : Assistant Professor - I (7 Months)
*. NITK Surathkal, Karnataka. May 2019 - March 2020 : Senior Research Fellow (10 Months)
*. NITK Surathkal, Karnataka. May 2017 - May 2019 : Junior Research Fellow (2 Years)
*. St. Joseph's College of Engineering and Technology, Palai, Kerala. May 2013 - May 2017 : Assistant Professor (9 Years, 4 Months)
*. College of Engineering Munnar, Kerala. August 2007 - January 2008 : Lecturer (6 Months)
Awards and recognition
1. Postdoc Fellowship from the University of Texas Health Science Center at San Antonio from 1st April 2022 to 1st April 2024.
2. Best Paper Award in the 9th International Conference on Pattern Recognition and Machine Intel-ligence, PReMI 2021 for the work entitled ”Attention Assisted Patch-wise CNN for the Segmenta-tion of Fluids from the Retinal Optical Coherence Tomography Images”. Organized by Machine Intelligence Unit, Indian Statistical Institute (ISI), Kolkata, India on December 2021.
3. A Manuscript Proposal: AM 112 (2023), Detection of Lacunes on Brain MRI Using Multiple Modalities is approved by the Multi-Ethnic Study of Atherosclerosis (MESA).
4. Free graduate student non-author registration to the 43rd Annual International Conference of the IEEE Engineering in Medicine and Biology Society (EMBC21)
5. Research Fellow: Project entitled ”Retinal cysts identification and quantification from low SNR optical coherence tomography scans using image processing techniques”, Funding Agency : DST- SERB from may 2017 to March 2020.
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Collaborations and top research areas from the last five years
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A Comprehensive Study On Underwater Object Detection Using Deep Neural Networks
Samanth, K., Ramyashree, R., Anoop, B. N. & Raghavendra, S., 2025, In: IEEE Access. 13, p. 99446-99464 19 p.Research output: Contribution to journal › Article › peer-review
Open Access -
Convolutional Neural Networks for the segmentation of hippocampal structures in postmortem MRI scans
Anoop, B. N., Li, K., Honnorat, N., Rashid, T., Wang, D., Li, J., Fadaee, E., Charisis, S., Walker, J. M., Richardson, T. E., Wolk, D. A., Fox, P. T., Cavazos, J. E., Seshadri, S., Wisse, L. E. M. & Habes, M., 03-2025, In: Journal of Neuroscience Methods. 415, 110359.Research output: Contribution to journal › Article › peer-review
Open Access -
Efficient Anchor-Free Unified Framework for Panoptic Part Segmentation in Real-Time and Resource-Constrained Environments
Raghavendra, S., Jha, S., Abhilash, S. K., Nookala, V. M., Ramyashree & Anoop, B. N., 2025, In: IEEE Access. 13, p. 147185-147201 17 p.Research output: Contribution to journal › Article › peer-review
Open Access -
EffNet-SVM: A Hybrid Model for Diabetic Retinopathy Classification Using Retinal Fundus Images
Naveen, K. V., Anoop, B. N., Siju, K. S., Kar, M. K. & Venugopal, V., 2025, In: IEEE Access. 13, p. 79793-79804 12 p.Research output: Contribution to journal › Article › peer-review
Open Access7 Citations (Scopus) -
ESRVA:Enhanced Super-Resolution and Visual Annotation Model for Object-Level Image Interpretation Using Deep Learning: Enhanced Super-Resolution and Visual Annotation Model for Object-Level Image Interpretation Using Deep Learning
Ramyashree, Ashmika, Raghavendra, S., Anoop, B. N. & Venugopala, P. S., 2025, (Accepted/In press) In: IEEE Access. 13, p. 171666-171683 18 p.Research output: Contribution to journal › Article › peer-review
Open Access