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Image Clarity Enhancer Using CNN and Quantum Networking
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Author(s): Dhrumit Shah (SRM Institute of Science and Technology, India), Harsh Srivastava (SRM Institute of Science and Technology, India)and K. Nimala (SRM Institute of Science and Technology, India)
Copyright: 2025
Pages: 16
Source title:
Multidisciplinary Applications of AI and Quantum Networking
Source Author(s)/Editor(s): Christo Ananth (Samarkand State University, Uzbekistan), Osamah Ibrahim Khalaf (Al-Nahrain University, Iraq)and Jose Anand (KCG College of Technology, India)
DOI: 10.4018/979-8-3693-9336-9.ch010
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Abstract
Image clarity enhancement, a process employing sophisticated techniques like deblurring, super-resolution, and contrast enhancement, aims to improve the sharpness and visual quality of digital images. These methods find applications across diverse fields such as medical imaging, surveillance, and consumer electronics, facilitating the generation of clearer and more detailed images for various purposes. Continual advancements in technology and artificial intelligence are pivotal in pushing the boundaries of image clarity enhancement, thereby enriching the overall visual experience in digital imaging. Furthermore, the integration of quantum networking holds promise in revolutionizing image clarity enhancement by leveraging quantum algorithms for optimized processing and analysis, potentially unlocking unprecedented levels of image refinement and detail extraction.
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