Semantic‐aware automatic image colorization via unpaired cycle‐consistent self‐supervised network
Sign Up to like & getrecommendations! Published in 2022 at "International Journal of Intelligent Systems"
DOI: 10.1002/int.22667
Abstract: Automatic image colorization without manual interventions is an ill‐conditioned and inherently ambiguous problem. Most of existing methods focus on formulating colorization as a regression problem and learn parametric mappings from grayscale to color through deep… read more here.
Keywords: semantic aware; automatic image; image colorization; colorization ... See more keywords
Double-Channel Guided Generative Adversarial Network for Image Colorization
Sign Up to like & getrecommendations! Published in 2021 at "IEEE Access"
DOI: 10.1109/access.2021.3055575
Abstract: Image colorization has a widespread application in video and image restoration in the past few years. Recently, automatic colorization methods based on deep learning have shown impressive performance. However, these methods map grayscale image input… read more here.
Keywords: image colorization; colorization; channel guided; double channel ... See more keywords
A comparative analysis of near-infrared image colorization methods for low-power NVIDIA Jetson embedded systems
Sign Up to like & getrecommendations! Published in 2023 at "Frontiers in Neurorobotics"
DOI: 10.3389/fnbot.2023.1143032
Abstract: The near-infrared (NIR) image obtained by an NIR camera is a grayscale image that is inconsistent with the human visual spectrum. It can be difficult to perceive the details of a scene from an NIR… read more here.
Keywords: nvidia jetson; jetson; image colorization; jetson embedded ... See more keywords