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- RRealHyperPDID: Remote sensing Real-world Hyperspectral Paired Dehazing Image Dataset.
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- A real-world paired dataset for hyperspectral and RGB image dehazing, contains aligned hazy and clear image pairs in both RGB and hyperspectral formats. Designed for benchmarking dehazing methods under authentic real-world atmospheric conditions.
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- Dataset includes three versions (HSI and RGB x2) and annotation for downstream task quality assessment:
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- RGB/
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-     CSNC/ — RGB images synthesized using narrowband spectral reconstruction ( .png format).
 
 
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-     CSSO/ — RGB images synthesized via CIE XYZ → sRGB transformation using the standard observer ( .png format).
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- CSNC and CSSO contain the same RGB data with different color synthesis methods!
 
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- HSI/ — Hyperspectral images ( .npy format).
 
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- MARKUP/ — Field delineation annotations ( . json format).
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-
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-
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-
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- Dataset's structure:
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  RRealHyperPDID/
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  ├── RGB/
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- │   ├── CSNC/
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- │   │   ├── S01C00/
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- │   │   │   ├── f160621t01p00r17_clean.png
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- │   │   │   └── f170607t01p00r12_hazed.png
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- │   │   ├── ...
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- │   │   └── S17C04/
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- │   │       ├── *_clean.png
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- │   │       └── *_hazed.png
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- │   └── CSSO/
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- │       ├── S01C00/
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- │       │   ├── f160621t01p00r17_clean.png
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- │       │   └── f170607t01p00r12_hazed.png
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- │       ├── ...
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- │       └── S17C04/
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- │           ├── *_clean.png
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- │           └── *_hazed.png
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  ├── HSI/
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- │   ├── S01C00/
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- │   │   ├── f160621t01p00r17_clean.npy
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- │   │   └── f170607t01p00r12_hazed.npy
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- │   ├── ...
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- │   └── S17C04/
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- │       ├── *_clean.npy
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- │       └── *_hazed.npy
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- └── markup/
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-     ├── places.txt
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-     ├── S03C00/
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-     │   ├── f210324t01p00r11_hazed.json
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-     │   └── f210402t01p00r09_clean.json
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-     ├── ...
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-     └── S16C11/
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-         ├── *_hazed.json
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-         └── *_clean.json
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-
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-
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-
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- Data derived from AVIRIS imagery.
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- Courtesy NASA/JPL-Caltech.
 
 
 
 
 
 
 
 
 
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+ # RRealHyperPDID: Remote Sensing Real-World Hyperspectral Paired Dehazing Image Dataset
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+ A real-world paired dataset for hyperspectral and RGB image dehazing, containing aligned hazy and clear image pairs in both RGB and hyperspectral formats. Designed for benchmarking dehazing methods under authentic real-world atmospheric conditions.
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+ ## Dataset Versions
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+ The dataset includes three versions and annotations for downstream task quality assessment:
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+ ### RGB/
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+ - **CSNC/** — RGB images synthesized using narrowband spectral reconstruction (`.png` format)
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+ - **CSSO/** — RGB images synthesized via CIE XYZ → sRGB transformation using the standard observer (`.png` format)
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+ *Note: CSNC and CSSO contain the same RGB data with different color synthesis methods*
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+ ### HSI/
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+ Hyperspectral images (`.npy` format)
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+ ### MARKUP/
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+ Field delineation annotations (`.json` format)
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+ ## Dataset Structure
 
 
 
 
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  RRealHyperPDID/
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  ├── RGB/
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+ │ ├── CSNC/
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+ │ │ ├── S01C00/
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+ │ │ │ ├── f160621t01p00r17_clean.png
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+ │ │ │ └── f170607t01p00r12_hazed.png
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+ │ │ ├── ...
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+ │ │ └── S17C04/
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+ │ │ ├── *_clean.png
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+ │ │ └── *_hazed.png
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+ │ └── CSSO/
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+ │ ├── S01C00/
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+ │ │ ├── f160621t01p00r17_clean.png
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+ │ │ └── f170607t01p00r12_hazed.png
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+ │ ├── ...
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+ │ └── S17C04/
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+ │ ├── *_clean.png
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+ │ └── *_hazed.png
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  ├── HSI/
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+ │ ├── S01C00/
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+ │ │ ├── f160621t01p00r17_clean.npy
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+ │ │ └── f170607t01p00r12_hazed.npy
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+ │ ├── ...
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+ │ └── S17C04/
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+ │ ├── *_clean.npy
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+ │ └── *_hazed.npy
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+ └── MARKUP/
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+ ├── places.txt
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+ ├── S03C00/
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+ │ ├── f210324t01p00r11_hazed.json
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+ │ └── f210402t01p00r09_clean.json
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+ ├── ...
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+ └── S16C11/
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+ ├── *_hazed.json
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+ └── *_clean.json
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+
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+ ## Data Source
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+
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+ Data derived from AVIRIS imagery.
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+ Courtesy NASA/JPL-Caltech.
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+
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+ ## Citation
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+
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+ [Add your citation information here]
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+
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+ ## License
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+
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+ [Add your license information here]