Company Filing History:
Years Active: 2022-2024
Title: **Sujay Narumanchi: Innovating Event Detection Technologies**
Introduction
Sujay Narumanchi, based in Bengaluru, India, is a prominent inventor known for his contributions to the field of event detection technologies. With a total of three patents to his name, he has significantly advanced the capabilities of video analysis and cycle detection techniques.
Latest Patents
Sujay's latest patents include an innovative method for almost unsupervised cycle and action detection. This method involves encoding numerous training video snippets into low-dimensional descriptors within a code space. The approach facilitates the decoding of these low-dimensional descriptors into reconstructed video snippets. By adjusting parameters based on loss functions, he aims to minimize reconstruction errors and enhance the classification of event classes. Furthermore, the method allows for the mapping of event classes to corresponding class clusters, enabling efficient classification of query video snippets based on their proximity to these clusters.
In addition to cycle and action detection, Sujay has developed techniques for cycle detection that leverage object and motion properties across successive frames of a sensor stream. This technique excels in identifying cycle data amidst varied object poses, partial occlusions, and different lighting conditions, thus improving overall detection accuracy.
Career Highlights
Sujay has had a noteworthy career working with companies such as Drishti Technologies, Inc. and R4n63r Capital LLC. His work in these organizations has furthered the development of advanced video processing and detection methodologies.
Collaborations
Throughout his career, Sujay has collaborated with notable professionals, including Krishnendu Chaudhury and Devashish Shankar. These partnerships have fostered innovative ideas and technological advancements in the field of event detection.
Conclusion
Sujay Narumanchi stands out as a pioneering inventor in the realm of video and cycle detection technologies. His patents not only reflect his technical expertise but also his commitment to pushing the boundaries of innovation. As he continues to develop new solutions, the impact of his work will likely resonate across various applications in the industry.