Biography
Research Interests
Computer Vision, Medical Image Retrieval, Deep Learning, Vision-Language Models, Secure
Image Databases, Cross-Modal Retrieval
Teaching Interests
Selected Publications
1. Sucharitha, G., ” A Hybrid Vision Transformer with Intra-Attention Architecture for Enhanced Medical Image Retrieval”, 21st IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS-2025),NYCU, Tainan, Taiwan.
2. Sucharitha, G., ”IoT with Edge Computing-Based Agro-Economic Model for Sustainable Farming”, 21st IEEE International Conference on Advanced Visual and Signal-Based Systems (AVSS-2025),NYCU, Tainan, Taiwan.
3. Sucharitha, G., ”Prediction of Suicidal Behaviour among the users on Social Media” The 16th International IEEE Conference On Computing, Communication and Networking Technologies (ICCCNT-2025), IIT-Indore, Indore, India.
4. Sucharitha, G., et al.,”Secure and efficient content-based image retrieval using dominant local patterns and watermark encryption in cloud computing”, (2024),Cluster Computing.
5. Sucharitha, G., et al.,” GIEnsemformerCADx: A hybrid ensemble learning approach for enhanced gastrointestinal cancer recognition”,(2024), Multimedia Tools and Applications.
6. Sucharitha, G., et al.,”Deep learning aided prostate cancer detection for early diagno-sis using MR with TRUS images & treatment”, (2024), Journal of Intelligent & Fuzzy Systems.
7. Sucharitha, G., et al.,”Gaussian filter and CNN based framework for accurate detection of brain tumor by analyzing MRI images”, (2024),Bulletin of Electrical Engineering and Informatics.
8. Sucharitha, G., et al.,”A private Ethereum blockchain for organ donation and transplan- tation based on intelligent smart contracts”, (2024),Egyptian Informatics Journal
9. Nitin Arora, Sucharitha, G., ”MVM-LBP : mean variance median based LBP for face recognition”, (2023).International Journal of Information Technology.
10. Sucharitha, G., Nitin Arora, ”Medical Image Retrieval using a Novel Local Relative Directional Edge Pattern and Zernike Moments”, (2023).Multimedia Tools and Applications.
11. Sucharitha, G.,et al., ”Enhancing Secure Communication in the Cloud through Blockchain Assisted-CP-DABE”, (2023).IEEE Access (September,2023).
12. Sucharitha, G.,et al., ”Electronic Medical Records using Blockchain Technology ”, (2023).EAI Endorsed Transactions on Pervasive Health and Technology (October,2023).
13. Sucharitha, G.,et al., ”A Study on the Performance of Deep Learning Models for Leaf Disease Detection ”, (2023).EAI Endorsed Transactions on Internet of Things.
14. Sucharitha, G., and Ranjan Kumar Senapati. ”Biomedical image retrieval by using local directional edge binary patterns and Zernike moments.” Multimedia Tools and Applications 79.3 (2020): 1847-1864.
Selected Awards and Honors
1. International Travel Grant ”ANRF-ITS Grant sanctioned” to present article in IEEE AVSS-2025, Taipei, Taiwan.
2. CSI Hyderabad Chapter has awarded”Best Supporting Student Branch Counselor”- July 2024
3. Recognized as a lecturer for the ”AI Online Workshop” by Ming Chi University of Technology, Taiwan-2023.
4. CIEMA-Outstanding Thesis & Dissertation Award-2022 for the thesis entitled ”Development of Novel Image Retrieval Algorithms for Multimedia Applications” March-2022.
External Profile Links
- Ph.D. from, Koneru Lakshmaiah Education Foundation, India 2019
- Thesis: Development of Novel Image Retrieval Algorithms for Multimedia Applications
- M.Tech. from, JNT University, India 2009.
- B.Tech. from, JNT University, India 2005.
