Update README.md
Browse files
README.md
CHANGED
|
@@ -1,62 +1,70 @@
|
|
| 1 |
-
RRealHyperPDID: Remote
|
| 2 |
|
| 3 |
-
A real-world paired dataset for hyperspectral and RGB image dehazing,
|
| 4 |
|
| 5 |
-
Dataset
|
| 6 |
|
| 7 |
-
|
| 8 |
|
| 9 |
-
|
|
|
|
|
|
|
| 10 |
|
| 11 |
-
|
| 12 |
|
| 13 |
-
|
|
|
|
| 14 |
|
| 15 |
-
|
|
|
|
| 16 |
|
| 17 |
-
|
| 18 |
-
|
| 19 |
-
|
| 20 |
-
|
| 21 |
-
Dataset's structure:
|
| 22 |
|
| 23 |
RRealHyperPDID/
|
| 24 |
├── RGB/
|
| 25 |
-
│
|
| 26 |
-
│
|
| 27 |
-
│
|
| 28 |
-
│
|
| 29 |
-
│
|
| 30 |
-
│
|
| 31 |
-
│
|
| 32 |
-
│
|
| 33 |
-
│
|
| 34 |
-
│
|
| 35 |
-
│
|
| 36 |
-
│
|
| 37 |
-
│
|
| 38 |
-
│
|
| 39 |
-
│
|
| 40 |
-
│
|
| 41 |
├── HSI/
|
| 42 |
-
│
|
| 43 |
-
│
|
| 44 |
-
│
|
| 45 |
-
│
|
| 46 |
-
│
|
| 47 |
-
│
|
| 48 |
-
│
|
| 49 |
-
└──
|
| 50 |
-
|
| 51 |
-
|
| 52 |
-
|
| 53 |
-
|
| 54 |
-
|
| 55 |
-
|
| 56 |
-
|
| 57 |
-
|
| 58 |
-
|
| 59 |
-
|
| 60 |
-
|
| 61 |
-
Data derived from AVIRIS imagery.
|
| 62 |
-
Courtesy NASA/JPL-Caltech.
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| 1 |
+
# RRealHyperPDID: Remote Sensing Real-World Hyperspectral Paired Dehazing Image Dataset
|
| 2 |
|
| 3 |
+
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.
|
| 4 |
|
| 5 |
+
## Dataset Versions
|
| 6 |
|
| 7 |
+
The dataset includes three versions and annotations for downstream task quality assessment:
|
| 8 |
|
| 9 |
+
### RGB/
|
| 10 |
+
- **CSNC/** — RGB images synthesized using narrowband spectral reconstruction (`.png` format)
|
| 11 |
+
- **CSSO/** — RGB images synthesized via CIE XYZ → sRGB transformation using the standard observer (`.png` format)
|
| 12 |
|
| 13 |
+
*Note: CSNC and CSSO contain the same RGB data with different color synthesis methods*
|
| 14 |
|
| 15 |
+
### HSI/
|
| 16 |
+
Hyperspectral images (`.npy` format)
|
| 17 |
|
| 18 |
+
### MARKUP/
|
| 19 |
+
Field delineation annotations (`.json` format)
|
| 20 |
|
| 21 |
+
## Dataset Structure
|
|
|
|
|
|
|
|
|
|
|
|
|
| 22 |
|
| 23 |
RRealHyperPDID/
|
| 24 |
├── RGB/
|
| 25 |
+
│ ├── CSNC/
|
| 26 |
+
│ │ ├── S01C00/
|
| 27 |
+
│ │ │ ├── f160621t01p00r17_clean.png
|
| 28 |
+
│ │ │ └── f170607t01p00r12_hazed.png
|
| 29 |
+
│ │ ├── ...
|
| 30 |
+
│ │ └── S17C04/
|
| 31 |
+
│ │ ├── *_clean.png
|
| 32 |
+
│ │ └── *_hazed.png
|
| 33 |
+
│ └── CSSO/
|
| 34 |
+
│ ├── S01C00/
|
| 35 |
+
│ │ ├── f160621t01p00r17_clean.png
|
| 36 |
+
│ │ └── f170607t01p00r12_hazed.png
|
| 37 |
+
│ ├── ...
|
| 38 |
+
│ └── S17C04/
|
| 39 |
+
│ ├── *_clean.png
|
| 40 |
+
│ └── *_hazed.png
|
| 41 |
├── HSI/
|
| 42 |
+
│ ├── S01C00/
|
| 43 |
+
│ │ ├── f160621t01p00r17_clean.npy
|
| 44 |
+
│ │ └── f170607t01p00r12_hazed.npy
|
| 45 |
+
│ ├── ...
|
| 46 |
+
│ └── S17C04/
|
| 47 |
+
│ ├── *_clean.npy
|
| 48 |
+
│ └── *_hazed.npy
|
| 49 |
+
└── MARKUP/
|
| 50 |
+
├── places.txt
|
| 51 |
+
├── S03C00/
|
| 52 |
+
│ ├── f210324t01p00r11_hazed.json
|
| 53 |
+
│ └── f210402t01p00r09_clean.json
|
| 54 |
+
├── ...
|
| 55 |
+
└── S16C11/
|
| 56 |
+
├── *_hazed.json
|
| 57 |
+
└── *_clean.json
|
| 58 |
+
|
| 59 |
+
## Data Source
|
| 60 |
+
|
| 61 |
+
Data derived from AVIRIS imagery.
|
| 62 |
+
Courtesy NASA/JPL-Caltech.
|
| 63 |
+
|
| 64 |
+
## Citation
|
| 65 |
+
|
| 66 |
+
[Add your citation information here]
|
| 67 |
+
|
| 68 |
+
## License
|
| 69 |
+
|
| 70 |
+
[Add your license information here]
|