Author: Dr. Jhuma Ray
India, April 27, 2025 — In a spectacular display of academic brilliance and technological innovation, Hari Suresh Babu Gummadi has been honored with the Best Paper Award at the 4th IEEE International Conference on Distributed Computing and Electrical Circuits and Electronics (ICDCECE 2025). The prestigious conference, organized on April 25–26, 2025, was organized by the IEEE Student Branch of Ballari Institute of Technology and Management (BITM), Ballari, and attracted international participation from eminent researchers, academicians, and professionals.
Hari’s award-winning research paper, titled “Efficient Video Anomaly Detection Using One-Class Support Vector Machine”, has captivated the academic community with its seamless synthesis of innovation, precision, and real-world applicability. Addressing the ever-growing need for intelligent surveillance systems, the study presents a refined approach to detecting anomalies in video sequences using the One-Class Support Vector Machine (OC-SVM), a method renowned for its minimal computational overhead and adaptability in dynamic environments.
Where many existing models require extensive resources and massive data sets, this research offers an elegant and efficient alternative that delivers both speed and accuracy. By focusing on computational lightness without compromising performance, Hari’s model shines as a beacon of practicality in real-time applications such as public safety surveillance, behavioral monitoring, and autonomous systems.
The paper stood out among numerous submissions, impressing a panel of distinguished IEEE reviewers and scholars for its technical depth, originality, and clarity of execution. The accolade is a testament to the ingenuity and diligence embedded in every facet of the work.
“Receiving this recognition on such a globally revered platform is both an honor and an inspiration. It reinforces my passion to contribute meaningfully to the evolving world of intelligent systems,” remarked Hari Suresh Babu Gummadi following the announcement of his award.
The IEEE ICDCECE conference has long been a crucible for transformative ideas in computing, electronics, and intelligent technologies. It serves as a global platform where innovation meets impact, and this year’s edition was no exception. Amidst an impressive array of groundbreaking papers and thought-provoking discussions, Hari’s work emerged as a highlight—garnering both admiration and acclaim.
This achievement not only marks a personal milestone for Hari but also adds significant value to the broader research landscape, opening new avenues for collaboration and exploration in machine learning, video analytics, and smart automation.
About the Researcher
Hari Suresh Babu Gummadi is a passionate researcher in the domains of artificial intelligence, machine learning, and computer vision. With a deep commitment to real-world impact, his work is characterized by its technical precision and focus on scalable, intelligent systems. His research continues to explore pathways that bridge the gap between theoretical frameworks and societal needs.
This achievement underscores the promise of next-generation AI technologies and stands as a shining example of how dedicated scholarship can translate into innovations that shape the future.
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