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Image Analysis and Processing Lab
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An image processing lab that explores processing to give digital images higher quality and higher resolution.
AboutAbout the lab
Exploring processing that improves image quality
The lab of Associate Professor Naoki Ono studies methods for processing and recognizing digital images by computer.
In particular, it examines from many angles the processing that improves image quality, such as raising image quality and resolution.
Enlarging an image while taking into account enhancing its sense of fine detail is called super-resolution image processing, and it is essential for televisions and other displays whose resolution is rapidly rising.
In recent years the lab has also used machine learning to work on generating clear face images from very low-resolution face images.
Key terms
- Super-resolution
- Processing that enlarges and interpolates an image, taking into account enhancing its sense of fine detail, to produce a higher-resolution image
- Machine learning
- A method in which a computer learns regularities from data and uses them for judgment or generation
- Attribute information
- For face images, information such as gender, age, and facial expression. Adding it makes it possible to adjust the generated image
ResearchResearch themes
The lab studies the processing and recognition of images by computer, and in particular examines from many angles how to improve image quality and resolution. Methods for evaluating image quality before and after processing are also a main research theme.
View More ↗MembersFaculty
- Associate ProfessorNaoki Ono
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Report an errorAbout the images
The top and research theme images are illustrative and were not taken at the lab. They are cropped from Wikimedia Commons images. Cropped CC BY-SA images are provided under the same CC BY-SA license as the original (version shown on each line).
- Top image: “Cityscape and skyline by the Copenhagen Lakes, Denmark - ( )” Kristoffer Trolle from Copenhagen, Denmark / CC BY 2.0 (cropped)
- Related lab (Image Analysis and Processing Lab (Naoki Ono)): “The highest resolution image of the Sun (Enhanced) - Flickr - @hipydeus” @hipydeus / Public domain (cropped)
- Related lab (Image Processing Lab): “Fundus photograph of a healthy right eye (OD) from a myopic female Asian patient. Age 22” OptometrusPrime / CC BY-SA 2.0 (cropped)
- Related lab (Image Processing Lab (Yukiyasu Yoshinaga)): “Testbuilding” Ectech2000 / CC BY-SA 4.0 (cropped)
- Related lab (Pattern Recognition Lab): “Flying Ladybug pixel art mosaic” Copyleft / CC BY-SA 4.0 (cropped)
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