Location History:
- Chapel Hill, NC (US) (2014 - 2023)
- Greenbelt, MD (US) (2024)
Company Filing History:
11 out of 1,270 
3 out of 1,926 
Years Active: 2014-2025
Title: Dinesh Manocha: Innovator in Emotion Recognition and Video Authentication
Introduction
Dinesh Manocha, an esteemed inventor based in Chapel Hill, North Carolina, has made significant contributions to the fields of video authentication and emotion recognition. With a robust portfolio of 14 patents, Manocha stands at the forefront of technological advancement in understanding human emotions and verifying video content authenticity.
Latest Patents
Among his impressive body of work, two notable patents highlight his innovative approach to technology:
1. **System and method for detecting fabricated videos**: This patent introduces a sophisticated classification system that determines whether a video is real or fake by extracting various facial and speech features. The method employs neural networks to create embeddings of facial and speech modalities and emotions, ultimately assessing the distances between these embeddings to classify the authenticity of the video content.
2. **Human emotion recognition in images or video**: This patent presents a method for accurately identifying human emotions in visual data. The system processes raw input to generate context-based data, extracting feature vectors that are further analyzed using neural networks for multi-label emotion classification. This technology enables the recognition of emotions in a more nuanced manner, providing a significant step forward in artificial intelligence.
Career Highlights
Throughout his career, Dinesh Manocha has been associated with prestigious institutions such as the University of North Carolina at Chapel Hill and the University System of Maryland. His work not only demonstrates his technical expertise but also his commitment to advancing the intersection of technology and human interaction.
Collaborations
Manocha has collaborated with skilled professionals in his field, including Ravish Mehra and Lakulish Shailesh Antani. Together, they have contributed to groundbreaking research and development, enhancing the capabilities of emotion recognition systems and video analysis technology.
Conclusion
Dinesh Manocha's innovative work in the realms of video authenticity and human emotion recognition places him among the leading inventors of our time. With his 14 patents, he continues to push the boundaries of what is possible in technology, paving the way for future advancements that will undoubtedly have a profound impact on society. As he forges ahead, the significance of his contributions will likely resonate across various sectors, enriching our understanding of human emotions and media integrity.
Inventor’s Patent Attorneys refers to legal professionals with specialized expertise in representing inventors throughout the patent process. These attorneys assist inventors in navigating the complexities of patent law, including filing patent applications, conducting patent searches, and protecting intellectual property rights. They play a crucial role in helping inventors secure patents for their innovative creations.