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Media Creation Lab
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A lab that links images, text, and biological information with AI and applies the results across many fields.
AboutAbout the lab
Connecting different kinds of data with AI
The Media Creation Lab studies multimodal signal processing and machine learning that handle different kinds of data, such as images, text, and biological information, together.
Centered on information science, the lab pursues interdisciplinary research in collaboration with researchers in other fields.
It applies AI in a wide range of areas, including infrastructure inspection, sports, the analysis of gaze and brain activity, and emotion recognition.
The lab also researches recommender systems, which select and present items that match a user's preferences, in multiple domains such as music, finance, and fashion.
Key terms
- Multimodal
- Handling data of different types, such as images, text, and audio, together in a single system
- Data mining
- Techniques for finding useful rules and trends in large amounts of data
- Recommender system
- A system that selects and presents items a user is likely to view or buy next, based on their preferences and history
ResearchResearch themes
The lab studies multimodal signal processing and machine learning that jointly handle data of different natures, such as images, text, and biological information. Centered on information science, it conducts interdisciplinary research with fields such as infrastructure, sports, and the analysis of gaze and brain activity.
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MembersFaculty
- Associate ProfessorKeisuke Maeda
- Assistant ProfessorKeigo Sakurai
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: “Photomosaic WLM2014 Winner” user:Fuzzypiggy / CC BY-SA 3.0 (cropped)
- Data Mining for Recommender Systems: “Browsing record store shelves (Unsplash)” Edu Grande edgr / CC0 (cropped)
- Related lab (Information and Communication Networks Lab): “Cell Tower Ciudad del Carmen2020” Cvmontuy / CC BY-SA 4.0 (cropped)
- Related lab (Algorithms Lab): “Sorting shellsort anim” Simpsons contributor / CC0 (cropped)
- Related lab (Media Dynamics Lab): “Aperture grille closeup” Selçuk Oral (drumex) / CC BY-SA 3.0 (cropped)
- Related lab (Information Media Environment Lab): “Global illumination” user:Gtanski / Public domain (cropped)
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