Vipin Venugopal
Dr. Vipin Venugopal
Assistant Professor (Sl. Gr.)
Department of Computational Engineering and Networking (CEN)
Amrita School of Artificial Intelligence
Amrita Vishwa Vidyapeetham
Amritanagar, Ettimadai, Tamil Nadu, 641 112
Email: v_vipin@cb.amrita.edu, vipinscms@gmail.com
Mob: +91-8086889123
Personal Information
Nationality: Indian
Permanent Address: Puliyampillil House,
Mevelloor P.O, Velloor
Kottayam, Kerala- 686609
Educational Qualifications
Ph.D. (2021-2024), Electronics and Communication Engineering
Thesis title: Development of deep image-to-scalar regressors for quality enhancement and segmentation of dermatological macro-images
National Institute of Technology (NIT), Puducherry, India
M.Tech. (2008-2010), Remote Sensing and Wireless Sensor Networks
Amrita School of Engineering, Coimbatore, Tamilnadu, India
B.Tech. (2003-2007), Electronics and Communication Engineering
Mahatma Gandhi University Kottayam, Kerala, India
10+2 (2003), (Physics-Chemistry-Mathematics-Biology)
Kendriya Vidyalaya Newsprint Nagar, Kerala, India
HSC (2001)
Kendriya Vidyalaya Newsprint Nagar, Kerala, India
Research Details
Google Scholar: https://scholar.google.com/citations?user=jcwBpgIAAAAJ&hl=en
Orchid ID: https://orcid.org/0000-0002-7943-8923
Scopus Author ID: 57227676500
WoS Researcher ID: AAY-6940-2021
Linkedin ID: https://www.linkedin.com/in/vipinvenu/
Area of Research: Biomedical Imaging and Image Processing, Biomedical Signal Processing, Machine Learning, Deep Learning, Skin Cancer Detection, Neural Networks, Wearable Biomedical Sensors and Systems
Publications
Chowtapalle Anuraag Chetty, V. R. Simi, Justin Joseph, and Vipin Venugopal, “A Nonparametric Feature Separability Measure and an Algorithm for Simulating Synthetic Feature Vectors”, In 10th International Conference on Information Management (ICIM2024), Robinson College, University of Cambridge, March 8–10, 2024. 10.1007/978-3-031-64359-0_30
Vipin Venugopal, Malaya Kumar Nath, Justin Joshep, M. Vipin Das, "A deep learning-based illumination transform for devignetting photographs of dermatological lesions", Image and Vision Computing Elsevier (IF - 4.7, indexed in SCI), vol. 142, February 2024. https://doi.org/10.1016/j.imavis.2024.104909 Code available: https://github.com/VipinBioLab/IECET
Vipin Venugopal, Navin Infant Raj, Malaya Kumar Nath, Norton Stephen, "A deep neural network using modified EfficientNet for skin cancer detection in dermoscopic images", Decision Analytics Journal: Elsevier (indexed in Scopus), vol. 8, September 2023. https://doi.org/10.1016/j.dajour.2023.100278
Duggani Keerthana, Vipin Venugopal, Malaya Kumar Nath, Madhusudan Mishra, "Hybrid convolutional neural networks with SVM classifier for classification of skin cancer", Biomedical Engineering Advances: Elsevier, vol. 5. June 2023. https://doi.org/10.1016/j.bea.2022.100069
Vipin Venugopal, Justin Joshep, M. Vipin Das, Malaya Kumar Nath, "DTP-Net: A Convolutional Neural Network Model to Predict Threshold for Localizing the Lesions on Dermatological Macro-images", Computers in Biology and Medicine: Elsevier (IF - 7.7, indexed in SCI), vol. 148, September 2022. https://doi.org/10.1016/j.compbiomed.2022.105852 Code available: https://github.com/VipinBioLab/DTP-Net
Vipin Venugopal, Justin Joshep, M. Vipin Das, Malaya Kumar Nath, " An EfficientNet-based modified sigmoid transform for enhancing dermatological macro-images of melanoma and nevi skin lesions", Computer Methods and Programs in Biomedicine: Elsevier (IF - 6.1, indexed in SCI), vol. 222, July 2022. https://doi.org/10.1016/j.cmpb.2022.106935 Code available: https://github.com/VipinBioLab/EMST
V. Vipin, M. K. Nath, V. Sreejith, N. F. Giji, A. Ramesh and M. Meera, "Detection of Melanoma using Deep Learning Techniques: A Review," 2021 International Conference on Communication, Control and Information Sciences (ICCISc), 2021, pp. 1-8, https://doi.org/10.1109/ICCISc52257.2021.9484861
J. James, A. Pe, S. Vasu and V. Vipin, "Application of residue number system in the generation of PN-sequences for CDMA systems," International Conference on Computing and Network Communications (CoCoNet), 2015, pp. 670-674, https://doi.org/10.1109/CoCoNet.2015.7411261
A. Pe, M. George, S. Vasu and V. Vipin, "A study on solitons in optical communication systems," 2015 Annual IEEE India Conference (INDICON), 2015, pp. 1-6, https://doi.org/10.1109/INDICON.2015.7443469
V. Vipin., and M. Mathews. "FPGA Implementation of Image Compression Using SPIHT Algorithm. Vol. 3." International Journal of Advanced Research in Electrical, Electronics and Instrumentation Engineering (IJAREEIE), 2014, pp. 7001-7007.
Vipin V, 'Image processing based forest fire detection' International Journal of Emerging Technology and Advanced Engineering, 2012; Vol. 2, pp. 87-95 (indexed in Scopus).
Reviewer: International Journals
Computers in biology and medicine (IF: 7.7)
Computer methods and programs in biomedicine (IF: 6.1)
Computer vision and image understanding (IF: 4.5)
Multimedia tools and applications (IF: 3.6)
Medical & biological engineering & computing (IF: 3.2)
PeerJ - Computer science (IF: 2.410)
Technology and health care (IF: 1.205)
Decision analytics (Scopus)
Healthcare analytics (Scopus)
e-Prime - Advances in Electrical Engineering, Electronics and Energy (Scopus)
Neuroscience informatics
Reviewer: International Conferences
21st IEEE International Symposium on Biomedical Imaging (ISBI 2024), Athens, Greece
2024 IEEE Conference on Artificial Intelligence (IEEE CAI 2024), Singapore, Singapore
International Conference on E-Mobility, Power Control and Smart Systems 2024 (ICEMPS 2024), Thiruvananthapuram, India
2023 IEEE 98th Vehicular Technology Conference (VTC2023-Fall), Hong Kong
The 3rd International Conference on Electrical, Computer, Communications and Mechatronics Engineering, 2023, Tenerife, Canary Islands, Spain
2023 IEEE Congress on Evolutionary Computation (CEC), Chicago, USA
2023 IEEE 97th Vehicular Technology Conference (VTC2023-Spring), Florence, Italy
International Conference on Computer Technology and Information Science (CTIS 2023), Wuhan, China
First International Conference on Signal Processing, Computation, Electronics, Power and Telecommunication, 2023, Karaikal, India
2022 IEEE Symposium Series On Computational Intelligence, Singapore
2022 IEEE World Congress on Computational Intelligence, Padua, Italy
2021 IEEE International Conference on Communication, Control and Information Sciences, Idukki, India
Professional Body Member
ISTE Life Member-LM 90155
IEEE Member- 92515781, Region: R10 -Asia and Pacific, Section: Kerala Section
Experience
Assistant Professor, Amrita School of AI, Amrita Vishwa Vidyapeetham, Coimbatore, Tamil Nadu, India (07-09-2023 - Till date)
Assistant Professor, Department of ECE, SJCET Palai, Kerala, India (01-12-2011 - 15-02-2021).