Search Results - lina+karam

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  1. Fearture Corrections and Regeneration for Robust Sensing, Computer Vision, and Classfification
    Background Deep neural networks (DNNs) have become the standard go-to solution for the majority of computer vision applications for the ease of design of such networks. Challenging computer vision tasks like image classification and object recognition, previously regarded to be extremely difficult have seen great results due to the use of DNNs. In...
    Published: 2/13/2025
    Inventor(s): Lina Karam, Tejas Borkar
    Keywords(s): Artificial Intelligence, Medical Devices and Imaging, Networks, IT, Software and Communication, Sensors
    Category(s): Computing & Information Technology
  2. JPEG2000 Encoding with Perceptual Distortion Control
    Many different graphic file formats are used for storing graphics: JPEG, TIF, GIF, etc. Highly desirable characteristic for all still digital image compression formats are quality and compression size. JPEG 2000 was developed as an open, ISO compliant technology that improved upon the JPEG file format. With the increased use in digital imaging technology...
    Published: 2/23/2023
    Inventor(s): Lina Karam, Zhen Liu, Andrew Watson
    Keywords(s): Imaging, Processing
    Category(s): Physical Science, Computing & Information Technology

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