FPGA-Accelerated Sparse Subset Segmentation Using ADMM for High-Resolution Imagery

FPGA-Accelerated Sparse Subset Segmentation Using ADMM for High-Resolution Imagery

Applications in computer vision and image analysis, including object recognition and diagnostic imaging, are reliant on a fundamental competency in image segmentation. However, high-computation methods are occasionally exceeded by the energy economy and processing speed of typical CPU-based systems....

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Bibliographic Details
Main Authors: Rupali Karthikeyan, Deep Amit Lodaya, Rama Muni Reddy Yanamala, Rayappa David Amar Raj, K. Krishna Prakasha, T. Subeesh, V. Anandkumar, Archana Pallakonda
Format: Article
Language:English
Published: IEEE 2025-01-01
Series:IEEE Access
Subjects:
Aerial imaging
computer vision
image segmentation
optimization
sparse subset selection
Online Access:https://ieeexplore.ieee.org/document/11083568/
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