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Updated: Jun 27, 2026

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LM-CycleGAN:通过学习感知图像补丁相似性和多尺度自适应融合注意力来提高水下图像质量

Jiangyan Wu1,2, Guanghui Zhang1,2, Yugang Fan1,2

  • 1Faculty of Information Engineering and Automation, Kunming University of Science and Technology, Kunming 650500, China.

Sensors (Basel, Switzerland)
|December 17, 2024
PubMed
概括

这项研究介绍了LM-CycleGAN,这是一个改进的水下图像增强模型. 它有效地纠正颜色和增强细节,克服了水下成像中常见的问题.

关键词:
循环一致的生成对抗网络.学习感知图像补丁相似性相似性多尺度适应性聚变注意事项水下图像增强水下图像增强

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Depth Perception and Spatial Vision01:15

Depth Perception and Spatial Vision

Depth perception is the ability to perceive objects three-dimensionally. It relies on two types of cues: binocular and monocular. Binocular cues depend on the combination of images from both eyes and how the eyes work together. Since the eyes are in slightly different positions, each eye captures a slightly different image. This disparity between images, known as binocular disparity, helps the brain interpret depth. When the brain compares these images, it determines the distance to an object.