Researcher

Katsuhiko Sakaue

Also known as 坂上勝彦

Katsuhiko Sakaue is a computer vision researcher and an Emeritus Researcher at Japan's National Institute of Advanced Industrial Science and Technology (AIST). Trained in electronics at the University of Tokyo, he joined the Electrotechnical Laboratory in 1981, co-wrote the SPIDER image-processing package and won the 1986 IPSJ Best Paper Award for a system that automatically generated image-processing programs. In the 1990s, he led the multimodal human-interface area of Japan's Real World Computing project. At AIST, he directed the Information Technology Research Institute from 2004 and, with Yutaka Satoh, fitted an electric wheelchair with an omnidirectional stereo camera system that detects dangers around it. The International Association for Pattern Recognition named him a Fellow in 2006, and IEICE did the same in 2009.

Works
120
Citations
865
h-index
13
Badges

Publication numbers from OpenAlex, as of 22 October 2026.

Timeline

  1. 1971–1981

    Electronics at the University of Tokyo

    He studies electronics at the University of Tokyo from 1971 and continues there through master's and doctoral programs that end in 1981. Under Mikio Takagi, he writes a Dr.Eng. thesis on image segmentation by an iterative method; an application of it to separating overlapping particles wins him the IEICE Young Researchers' Award in 1980.

  2. 1980–1986

    SPIDER and image expert systems

    One of six authors of SPIDER, a transportable image-processing software package released in 1980 and sold internationally, he joins the Electrotechnical Laboratory in April 1981. Seeing the selection and combination of SPIDER subroutines as knowledge engineering, he turns to expert systems for image processing. His paper with Hideyuki Tamura on automatically generating image-processing programs wins the IPSJ Best Paper Award in 1986.

  3. 1990s

    The Real World Computing project

    In the 1990s, he is a core member of Japan's Real World Computing project, a 10-year national project started in 1992, and leads its multimodal human-interface area. The project's multimodal interaction system of 1995, to which he contributes directly, draws wide media coverage. At ETL, he also develops the learning image-understanding system MIRACLE-IV and the Active Net model, and from 1997 to 2002 he works on adaptive vision systems.

  4. 2001–2004

    Ubiquitous and wearable vision

    In April 2001, he becomes a principal research scientist at AIST's Intelligent Systems Research Institute, where his work extends vision technology to ubiquitous and wearable computing, including a 2001 paper on real-time camera parameter estimation for 3-D annotation on a wearable vision system. With Ikushi Yoda and Daisuke Hosotani, he coauthors an ACCV 2004 paper on ubiquitous stereo vision for safety on railroad station platforms.

  5. 2004–2005

    Director of AIST's IT institute

    In 2004, he becomes director of AIST's new Information Technology Research Institute, which combines the Information Processing Research Institute, the Cyber Assist Research Center and part of the Intelligent Systems Research Institute. With Mikio Takagi, he co-chairs the 9th IAPR Conference on Machine Vision Applications, held in Tsukuba Science City in May 2005.

  6. 2004–2006

    An intelligent electric wheelchair

    From 2004 through 2006, he develops intelligent electric wheelchairs with the National Rehabilitation Center for Persons with Disabilities. With Yutaka Satoh, he fits a wheelchair with the Stereo Omni-directional System, a camera system that captures all-around color images and distance information in real time to detect and avoid dangers. Their paper on the system wins the ViEW2006 best paper award in December 2006.

  7. 2006–2009

    IAPR and IEICE fellowships

    The International Association for Pattern Recognition elects him a Fellow in 2006 for contributions to computer vision and its applications. In November 2009, IEICE names him a Fellow for advanced research on image processing and its real-world applications.

  8. Since 2014

    Emeritus researcher at AIST

    From April 2009 to March 2014, he directs TACC/ICI at AIST, and from 1999 to 2014 he is an adjunct professor at the University of Tsukuba's Graduate School of Systems and Information Engineering. Since April 2014, he is an Emeritus Researcher at AIST.

Career

  1. Since 2001National Institute of Advanced Industrial Science and TechnologyPrincipal Research Scientist, Director
  2. 1999–2014University of TsukubaAdjunct Professor
  3. From 1981Electrotechnical Laboratory

Education

  1. 1981University of TokyoDr.Eng.

Most-cited works

  1. Head pose estimation by nonlinear manifold learning2004 · International Conference on Pattern Recognition · 147 citations
  2. National Institute of Advanced Industrial Science and Technology2001 · The Journal of The Institute of Image Information and Television Engineers · 85 citations
  3. Design and implementation of SPIDER—A transportable image processing software package1983 · Computer Vision Graphics and Image Processing · 65 citationsWith Naokazu Yokoya
  4. The Hand Mouse: GMM hand-color classification and mean shift tracking2002 · 64 citations
  5. A panorama-based method of personal positioning and orientation and its real-time applications for wearable computers2002 · International Symposium on Wearable Computers · 43 citations

Sources and credits

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  1. Katsuhiko SAKAUE - My portal - researchmap researchmap.jp. Checked 20 October 2026.
  2. 坂上勝彦 / Katsuhiko SAKAUE - Website sites.google.com. Checked 20 October 2026.
  3. Papers List staff.aist.go.jp. Checked 20 October 2026.
  4. MVA Report iapr.org. Checked 20 October 2026.
  5. Development of Computer Vision-based Intelligent Electric Wheelchair System resna.org. Checked 20 October 2026.
  6. Chronological List of IAPR Fellows – International Association for Pattern Recognition iapr.org. Checked 20 October 2026.