This inventor holds 1 USPTO granted patent and 4 published patent applications. Top assignee: Nec Cortporation. Active years: 2026.
Company Filing History:
Years Active: 2026
Title: Deep Patel: Innovator in Action Localization
Introduction
Deep Patel is an accomplished inventor based in Monmouth Junction, NJ (US). He has made significant contributions to the field of action localization through his innovative patent. His work focuses on enhancing the capabilities of video processing using advanced neural network models.
Latest Patents
Deep Patel holds a patent for "Weakly Supervised Action Localization." This patent describes methods and systems for temporal action localization that involve processing a video stream to identify an action along with its start and stop times. The technology utilizes a neural network model that separately processes appearance and motion modalities from the video stream. It employs transformer branches that include self-attention and cross-attention mechanisms between these modalities. An action is performed in response to the identified action, showcasing the potential for improved video analysis.
Career Highlights
Deep Patel is currently associated with NEC Corporation, where he continues to develop innovative solutions in the realm of video processing and action recognition. His expertise in neural networks and video analysis has positioned him as a key player in his field.
Collaborations
Some of his notable coworkers include Erik Kruus and Kai Li, who contribute to the collaborative environment that fosters innovation at NEC Corporation.
Conclusion
Deep Patel's work in action localization exemplifies the intersection of technology and innovation. His contributions are paving the way for advancements in video processing and analysis.