User:PAR/Work2
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A standard test image is a digital image file used across different institutions to test image processing and image compression algorithms. By using the same standard test images, different labs are able to compare results, both visually and quantitatively. The images are in many cases chosen to represent natural or typical images that a class of processing techniques would need to deal with. Other test images are chosen because they present a range of challenges to image reconstruction algorithms, such as the reproduction of fine detail and textures, sharp transitions and edges, and uniform regions.
The most widely published standard test image is the Lenna image, from a 1972 centerfold photograph of Playboy model Lena Soderberg.
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[edit] Some common test images
The standard size of the images are usually 512x512 or 720x576. Most of these images are freely available as TIFF files from the University of Southern California's Signal and Image Processing Institute [1].
Different images have different characteristics which are of particular use to the image scientist. Depending upon the application, it may be important that certain features are more accurately reproduced while others are less important. For example, satellite imaging of the earth for surveying purposes will require accurate edge reproduction, while satellite imaging for agricultural purposes will not. High correlated spatial frequencies, such as a series of closely spaced parallel lines, are often used as a test pattern, as well as low spatial frequencies, or flat areas. Uncorrelated high spatial frequencies (or "textures") are also often used. The use of a human face is very useful for informal judgements on image reproduction quality because the human eye and brain are particularly adapted to detect small variations in human facial features. This holds true to a lesser extent for animal faces. Even variations in everyday scenery can be detected more readily than a simple test pattern.
[edit] Lenna (aka Lena, Girl)
Lenna is the most famous test image. It was scanned around 1973 at University of Southern California's signald and image processing institute. Perhaps it's popularity is because the image is of a Playboy centerfold, but the image has high spatial frequency (feather), low spatial frequency (shoulder, walls), edges (wall, hat, face), texture (hat), human face.
References
[edit] Others
Name:Mandrill (a.k.a. Baboon)
Size: 512x512 Characteristics: Texture (fur), High spatial frequency (whiskers), animal face References:
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Name: Tiffany
Size: 512x512 Characteristics: High spatial frequency (hair), low spatial frequency (face), human face. References: Note: |
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Name: Peppers
Size: 512x512 Characteristics: low spatial frequency, edges, color variation. References: Note: |
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Name: Peppers2
Size: 512x512 Characteristics: low spatial frequency, edges, color variation. References: Note: |
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Name: House
Size: 256x256 Characteristics: edges, low spatial frequency (sky), high spatial frequency (brick) References: Note: |
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Name: Sailboat
Size: 512x512 Characteristics: edges, high spatial frequency References: Note: |
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Name: Masuda1
Size: 512x512 Characteristics: low spatial frequency (face, wall, hair) , human face References: See http://itohws03.ee.noda.sut.ac.jp/~matsuda/mrp/ for a bibliography Note: |
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Name: Masuda2
Size: 512x480 Characteristics: low spatial frequency (face, wall, hair) , human face References: See http://itohws03.ee.noda.sut.ac.jp/~matsuda/mrp/ for a bibliography Note: |
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Name: Barbara
Size: 787x576 Characteristics: High spatial frequency (chair back, books, tablecloth), low spatial frequency (floor,wall), color (toys), edges (book case, table legs), human face. References: Note: This was a posed picture specifically intended as a test image. |
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Name: Zelda
Size: 787x576 Characteristics: high spatial frequency (hair), low spatial frequency (face, background), human face References: Note: |
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Name: Mouse
Size: 320x200 Characteristics: high spatial frequency (whiskers), texture (fur), animal face References: Note: |
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Name: Goldhill
Size: 787x576 Characteristics: References: Note: |
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Name: Fishing boats
Size: 787x576 Characteristics: High spatial frequency (masts), low spatial frequency (sky, clouds), texture (water), edges (boat edges) References: Note: |
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Name: Airplane (a.k.a. F16)
Size: 512x512 Characteristics: High spatial frequency (mountain snow) low spatial frequency (sky), edges (plane) References: Note: |
[edit] See also
- FERET database (DARPA/NIST face recognition database)
[edit] External links
- The USC-SIPI Image Database — A large collection of free standard test images
- Computer Vison website — A large collection of links to various test images.
- http://www.hlevkin.com/ — Collection of various test images
- Vision @ Reading — University of Reading's set of popular test images
- Denoising of natural images
- Image denoising
- Image structure preserving of lossy compression