Bethesda, MD, United States of America

David W Jacobs


Average Co-Inventor Count = 2.4

ph-index = 4

Forward Citations = 60(Granted Patents)


Location History:

  • Princeton, NJ (US) (2005 - 2006)
  • Bethesda, MD (US) (2005 - 2016)

Company Filing History:


Years Active: 2005-2016

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6 patents (USPTO):Explore Patents

Title: The Innovative Contributions of David W. Jacobs

Introduction

David W. Jacobs is a notable inventor based in Bethesda, MD (US), recognized for his significant contributions to the field of computer vision. With a total of 6 patents to his name, Jacobs has developed innovative methods that enhance the localization of object parts in images, which is crucial for various applications in technology and research.

Latest Patents

One of Jacobs' latest patents is a method and system for localizing parts of an object in an image for computer vision applications. This system trains local detectors using labeled image exemplars with fiducial points corresponding to parts within the image. Each local detector generates a detector score that indicates the likelihood of a desired part being located at a specific position within the image exemplar. A non-parametric global model of the locations of the fiducial points is created for each image exemplar. The input image is then analyzed using these trained local detectors, and a Bayesian objective function is derived from the non-parametric model and detector scores. This function is optimized using a consensus of global models, resulting in an output that labels the locations of the fiducial points within the object in the image.

Career Highlights

Throughout his career, David W. Jacobs has worked with prominent organizations, including NEC Laboratories America, Inc. and Kriegman-Belhumeur Vision Technologies, LLC. His work in these companies has allowed him to refine his skills and contribute to groundbreaking advancements in computer vision technology.

Collaborations

Jacobs has collaborated with esteemed colleagues such as Karvel K. Thornber and Peter Neil Belhumeur. These partnerships have fostered an environment of innovation and creativity, leading to the development of impactful technologies.

Conclusion

David W. Jacobs stands out as a significant figure in the realm of computer vision, with a strong portfolio of patents and collaborations that highlight his expertise and innovative spirit. His contributions continue to influence the field and pave the way for future advancements.

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