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Ishikawa Lab
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A computer vision lab that enables computers to recognize and understand images.
AboutAbout the lab
Giving machines human-like vision
The Ishikawa Lab studies computer vision and pattern analysis.
It develops algorithms that allow computers to recognize and understand scenes from images.
Using methods such as probabilistic models and graph-based optimization, the lab approaches the mechanisms of recognition mathematically.
The lab also works on applications to medical image processing.
Key terms
- Computer vision
- Technology that enables computers to recognize and understand scenes from images and video
- Pattern analysis
- Methods for reading shapes and regularities in images using tools such as probabilistic models
- Probabilistic model
- An approach that expresses likelihood mathematically and makes judgments based on ambiguous data
NewsLab news
A student's paper was selected as an oral presentation paper at MIRU2026
A student's paper was accepted at ICIP2026
ResearchResearch themes
The Ishikawa Lab works on computer vision and pattern analysis, which enable computers to recognize and understand images. Its research is based on theoretical and mathematical methods, such as probabilistic models and graph-based optimization.
*Illustrative imageComputer Vision
This research aims to give robots and computers human-like eyes. An image is merely data in which colors are arranged, and getting a computer to read meaning from it is not easy.
*Illustrative imagePattern Analysis
To find patterns in images, the lab builds probabilistic models and performs optimization using graphs. It is also an approachable theme for those who like theory and mathematics.
*Illustrative imageApplications to Medicine and Devices
The lab studies the analysis of medical images such as CT and MRI to support diagnosis. Vision technology is also used in everyday devices such as digital cameras.
MembersFaculty
The members of the Ishikawa Lab are faculty members, doctoral, master's, and undergraduate students, and collaborators.As of 2026
- ProfessorHiroshi Ishikawa
VoicesStudent voices
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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: “Banana Plant Flask by Max Gruber” Max Gruber / CC BY 4.0 (cropped)
- Computer Vision: “Security camera 2” Wikideas1 / CC0 (cropped)
- Pattern Analysis: “Network Visualization” Martin Grandjean / CC BY-SA 4.0 (cropped)
- Applications to Medicine and Devices: “Sagittal MRI scan of brain of patient with Chiari malformation” Raymond F Sekula Jr, Peter J Jannetta, Kenneth F Casey, Edward M Marchan, L Kathleen Sekula and Christine S McCrady / CC BY 2.0 (cropped)
- Related lab (Simo-Serra Lab): “3D rendering example” Adamgmz / CC BY-SA 4.0 (cropped)
- Related lab (Kimura Lab): “Pleiades supercomputer racks 3” Oleg Alexandrov / CC BY-SA 4.0 (cropped)
- Related lab (Kasahara Lab): “Labyrinthine circuit board lines - Flickr - quapan” quapan / CC BY 2.0 (cropped)
- Related lab (Sugawara Lab): “Ant robot” Tiia Monto / CC BY 4.0 (cropped)
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