Noise matters in image restoration: from synthetic degradation to real-world challenges

Image restoration (IR) plays a crucial role in recovering high-quality image content from degraded observations, finding applications in surveillance, computational photography, and medical imaging. Noise is a common and fundamental degradation encountered in many IR scenarios. Despite its wide-rang...

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Bibliographic Details
Main Author: Guo, Lanqing
Other Authors: Wen Bihan
Format: Thesis-Doctor of Philosophy
Language:English
Published: Nanyang Technological University 2024
Subjects:
Online Access:https://hdl.handle.net/10356/174173