Infrared Image Super-Resolution via Transfer Learning and PSRGAN

Name: Infrared Image Super-Resolution via Transfer Learning and PSRGAN
Creator: huang, yongsong
Published: 2021-09-02T00:00:00+08:00

Figshare2021-09-02 更新2026-04-08 收录

红外图像超分辨率

生成对抗网络图像增强

数据链接：

https://figshare.com/articles/dataset/PSRGAN/13359632/2 数据链接链接失效反馈

官方服务：

资源简介：

PSRGAN Datasets<br>Please check this link for more information.<br><br>https://hyongsong.work/<br>

提供机构：

huang, yongsong

创建时间：

2021-09-02

IR275K

红外图像超分辨率

遥感图像增强

IR275K是由杭州高等研究院、中国科学院上海技术物理研究所及中国科学院大学联合构建的红外多帧超分辨率基准数据集，旨在为资源受限的红外遥感场景提供标准化的评估框架。该数据集共包含594个红外视频序列，总计275,196帧，数据来源于AnyTSR++及Science Data Bank等公开红外资源，涵盖了陆地、海洋、城市及低空传感等多种场景，并保留了热对比度、传感器噪声及平台运动等红外成像特性。其

arXiv2026-07-24 更新150

Texture and Noise Dual Adaptation for Infrared Image Super-Resolution

红外图像超分辨率

图像增强

For evaluation, we created three specialized datasets: M3FD5, M3FD15, and M3FD20, from the M3FD dataset, each with different sample sizes and scene compositions.

Figshare2025-02-11 更新70

GPSMamba: A Global Phase and Spectral Prompt-guided Mamba for Infrared Image Super-Resolution

红外图像超分辨率

图像细节恢复

Infrared Image Super-Resolution (IRSR) is challenged by the low contrast and sparse textures of infrared data, requiring robust long-range modeling to maintain global coherence. While State-Space Mode

Figshare2025-07-25 更新30

IRSRMamba: Infrared Image Super-Resolution via Mamba-based Wavelet Transform Feature Modulation Model

红外图像超分辨率

Mamba模型图像增强

Infrared (IR) image super-resolution faces challenges from homogeneous background pixel distributions and sparse target regions, requiring models that effectively handle long-range dependencies and ca

Figshare2024-05-16 更新70

Texture and Noise Dual Adaptation for Infrared Image Super-Resolution

红外图像超分辨率

计算机视觉低级任务

For evaluation, we created three specialized datasets: M3FD5, M3FD15, and M3FD20, from the M3FD dataset, each with different sample sizes and scene compositions.

Figshare2025-02-11 更新40

Infrared Image Super-Resolution via Transfer Learning and PSRGAN

资源简介：

相关数据集