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Image Analysis and Processing Lab (Naoki Ono)
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A lab that studies computer-based processing to make images higher in quality and resolution.
AboutAbout the lab
Exploring technology that makes images finer and sharper.
Associate Professor Naoki Ono's research on image analysis and processing covers the processing and recognition of images by computer.
In recent years, the lab has studied, from many angles, processing methods for improving image quality, such as raising image quality and resolution.
Since 2020, the lab has also worked on generating high-resolution images using machine learning.
Key terms
- super-resolution
- Enlargement and interpolation processing designed to increase the perceived fineness of an image. Also called super-resolution image processing
- attribute information
- Information such as gender, age, and facial expression. It is added when generating a face image, to adjust the resulting image
- machine learning
- A method of having computers learn from data. This lab uses it to generate high-resolution images
ResearchResearch themes
The lab studies processing methods that make digital images higher in quality and resolution. It also covers evaluation methods that measure image quality before and after processing, and image generation using machine learning.
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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: “The highest resolution image of the Sun (Enhanced) - Flickr - @hipydeus” @hipydeus / Public domain (cropped)
- Processing for higher image quality and resolution: “26.2 MP CMOS full-frame sensor of Canon mirrorless RP camera” Islander61 / CC BY-SA 4.0 (cropped)
- Related lab (Image Analysis and Processing Lab): “Cityscape and skyline by the Copenhagen Lakes, Denmark - ( )” Kristoffer Trolle from Copenhagen, Denmark / CC BY 2.0 (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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