RainGAN: unsupervised raindrop removal via decomposition and composition

Adherent raindrops on windshield or camera lens may distort and occlude vision, causing issues for downstream machine vision perception. Most of the existing raindrop removal methods focus on learning the mapping from a raindrop image to its clean content by training with the paired raindrop-clean i...

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Bibliographic Details
Main Author: Xu, Yan
Other Authors: Loke Yuan Ren
Format: Thesis-Master by Research
Language:English
Published: Nanyang Technological University 2022
Subjects:
Online Access:https://hdl.handle.net/10356/160029
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Institution: Nanyang Technological University
Language: English